CINXE.COM

<!DOCTYPE html><html lang="en-US"><head><meta charset="UTF-8"/> <script>var __ezHttpConsent={setByCat:function(src,tagType,attributes,category,force){var setScript=function(){if(force||window.ezTcfConsent[category]){var scriptElement=document.createElement(tagType);scriptElement.src=src;attributes.forEach(function(attr){for(var key in attr){if(attr.hasOwnProperty(key)){scriptElement.setAttribute(key,attr[key]);}}});var firstScript=document.getElementsByTagName(tagType)[0];firstScript.parentNode.insertBefore(scriptElement,firstScript);}};if(force||(window.ezTcfConsent&&window.ezTcfConsent.loaded)){setScript();}else if(typeof getEzConsentData==="function"){getEzConsentData().then(function(ezTcfConsent){if(ezTcfConsent&&ezTcfConsent.loaded){setScript();}else{console.error("cannot get ez consent data");force=true;setScript();}});}else{force=true;setScript();console.error("getEzConsentData is not a function");}},};</script> <script>var ezTcfConsent=window.ezTcfConsent?window.ezTcfConsent:{loaded:false,store_info:false,develop_and_improve_services:false,measure_ad_performance:false,measure_content_performance:false,select_basic_ads:false,create_ad_profile:false,select_personalized_ads:false,create_content_profile:false,select_personalized_content:false,understand_audiences:false,use_limited_data_to_select_content:false,};function getEzConsentData(){return new Promise(function(resolve){document.addEventListener("ezConsentEvent",function(event){var ezTcfConsent=event.detail.ezTcfConsent;resolve(ezTcfConsent);});});}</script> <script>if(typeof _setEzCookies!=='function'){function _setEzCookies(ezConsentData){var cookies=window.ezCookieQueue;for(var i=0;i<cookies.length;i++){var cookie=cookies[i];if(ezConsentData&&ezConsentData.loaded&&ezConsentData[cookie.tcfCategory]){document.cookie=cookie.name+"="+cookie.value;}}}} window.ezCookieQueue=window.ezCookieQueue||[];if(typeof addEzCookies!=='function'){function addEzCookies(arr){window.ezCookieQueue=[...window.ezCookieQueue,...arr];}} addEzCookies([{name:"ezoab_179483",value:"mod1; Path=/; Domain=aitimejournal.com; Max-Age=7200",tcfCategory:"store_info",isEzoic:"true",},{name:"ezosuibasgeneris-1",value:"a870efbc-452a-45a9-78ac-717bfd145b22; Path=/; Domain=aitimejournal.com; Expires=Tue, 17 Feb 2026 11:03:52 UTC; Secure; SameSite=None",tcfCategory:"understand_audiences",isEzoic:"true",}]);if(window.ezTcfConsent&&window.ezTcfConsent.loaded){_setEzCookies(window.ezTcfConsent);}else if(typeof getEzConsentData==="function"){getEzConsentData().then(function(ezTcfConsent){if(ezTcfConsent&&ezTcfConsent.loaded){_setEzCookies(window.ezTcfConsent);}else{console.error("cannot get ez consent data");_setEzCookies(window.ezTcfConsent);}});}else{console.error("getEzConsentData is not a function");_setEzCookies(window.ezTcfConsent);}</script><script type="text/javascript" data-ezscrex='false' data-cfasync='false'>window._ezaq = Object.assign({"edge_cache_status":12,"edge_response_time":1983,"url":"https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer/"}, typeof window._ezaq !== "undefined" ? window._ezaq : {});</script><script type="text/javascript" data-ezscrex='false' data-cfasync='false'>window._ezaq = Object.assign({"ab_test_id":"mod1"}, typeof window._ezaq !== "undefined" ? window._ezaq : {});window.__ez=window.__ez||{};window.__ez.tf={};</script><script type="text/javascript" data-ezscrex='false' data-cfasync='false'>window.ezDisableAds = true;</script> <script data-ezscrex='false' data-cfasync='false' data-pagespeed-no-defer>var __ez=__ez||{};__ez.stms=Date.now();__ez.evt={};__ez.script={};__ez.ck=__ez.ck||{};__ez.template={};__ez.template.isOrig=true;__ez.queue=__ez.queue||function(){var e=0,i=0,t=[],n=!1,o=[],r=[],s=!0,a=function(e,i,n,o,r,s,a){var l=arguments.length>7&&void 0!==arguments[7]?arguments[7]:window,d=this;this.name=e,this.funcName=i,this.parameters=null===n?null:w(n)?n:[n],this.isBlock=o,this.blockedBy=r,this.deleteWhenComplete=s,this.isError=!1,this.isComplete=!1,this.isInitialized=!1,this.proceedIfError=a,this.fWindow=l,this.isTimeDelay=!1,this.process=function(){f("... func = "+e),d.isInitialized=!0,d.isComplete=!0,f("... func.apply: "+e);var i=d.funcName.split("."),n=null,o=this.fWindow||window;i.length>3||(n=3===i.length?o[i[0]][i[1]][i[2]]:2===i.length?o[i[0]][i[1]]:o[d.funcName]),null!=n&&n.apply(null,this.parameters),!0===d.deleteWhenComplete&&delete t[e],!0===d.isBlock&&(f("----- F'D: "+d.name),m())}},l=function(e,i,t,n,o,r,s){var a=arguments.length>7&&void 0!==arguments[7]?arguments[7]:window,l=this;this.name=e,this.path=i,this.async=o,this.defer=r,this.isBlock=t,this.blockedBy=n,this.isInitialized=!1,this.isError=!1,this.isComplete=!1,this.proceedIfError=s,this.fWindow=a,this.isTimeDelay=!1,this.isPath=function(e){return"/"===e[0]&&"/"!==e[1]},this.getSrc=function(e){return void 0!==window.__ezScriptHost&&this.isPath(e)&&"banger.js"!==this.name?window.__ezScriptHost+e:e},this.process=function(){l.isInitialized=!0,f("... file = "+e);var i=this.fWindow?this.fWindow.document:document,t=i.createElement("script");t.src=this.getSrc(this.path),!0===o?t.async=!0:!0===r&&(t.defer=!0),t.onerror=function(){var e={url:window.location.href,name:l.name,path:l.path,user_agent:window.navigator.userAgent};"undefined"!=typeof _ezaq&&(e.pageview_id=_ezaq.page_view_id);var i=encodeURIComponent(JSON.stringify(e)),t=new XMLHttpRequest;t.open("GET","//g.ezoic.net/ezqlog?d="+i,!0),t.send(),f("----- ERR'D: "+l.name),l.isError=!0,!0===l.isBlock&&m()},t.onreadystatechange=t.onload=function(){var e=t.readyState;f("----- F'D: "+l.name),e&&!/loaded|complete/.test(e)||(l.isComplete=!0,!0===l.isBlock&&m())},i.getElementsByTagName("head")[0].appendChild(t)}},d=function(e,i){this.name=e,this.path="",this.async=!1,this.defer=!1,this.isBlock=!1,this.blockedBy=[],this.isInitialized=!0,this.isError=!1,this.isComplete=i,this.proceedIfError=!1,this.isTimeDelay=!1,this.process=function(){}};function c(e,i,n,s,a,d,c,u,f){var m=new l(e,i,n,s,a,d,c,f);!0===u?o[e]=m:r[e]=m,t[e]=m,h(m)}function h(e){!0!==u(e)&&0!=s&&e.process()}function u(e){if(!0===e.isTimeDelay&&!1===n)return f(e.name+" blocked = TIME DELAY!"),!0;if(w(e.blockedBy))for(var i=0;i<e.blockedBy.length;i++){var o=e.blockedBy[i];if(!1===t.hasOwnProperty(o))return f(e.name+" blocked = "+o),!0;if(!0===e.proceedIfError&&!0===t[o].isError)return!1;if(!1===t[o].isComplete)return f(e.name+" blocked = "+o),!0}return!1}function f(e){var i=window.location.href,t=new RegExp("[?&]ezq=([^&#]*)","i").exec(i);"1"===(t?t[1]:null)&&console.debug(e)}function m(){++e>200||(f("let's go"),p(o),p(r))}function p(e){for(var i in e)if(!1!==e.hasOwnProperty(i)){var t=e[i];!0===t.isComplete||u(t)||!0===t.isInitialized||!0===t.isError?!0===t.isError?f(t.name+": error"):!0===t.isComplete?f(t.name+": complete already"):!0===t.isInitialized&&f(t.name+": initialized already"):t.process()}}function w(e){return"[object Array]"==Object.prototype.toString.call(e)}return window.addEventListener("load",(function(){setTimeout((function(){n=!0,f("TDELAY -----"),m()}),5e3)}),!1),{addFile:c,addFileOnce:function(e,i,n,o,r,s,a,l,d){t[e]||c(e,i,n,o,r,s,a,l,d)},addDelayFile:function(e,i){var n=new l(e,i,!1,[],!1,!1,!0);n.isTimeDelay=!0,f(e+" ... FILE! TDELAY"),r[e]=n,t[e]=n,h(n)},addFunc:function(e,n,s,l,d,c,u,f,m,p){!0===c&&(e=e+"_"+i++);var w=new a(e,n,s,l,d,u,f,p);!0===m?o[e]=w:r[e]=w,t[e]=w,h(w)},addDelayFunc:function(e,i,n){var o=new a(e,i,n,!1,[],!0,!0);o.isTimeDelay=!0,f(e+" ... FUNCTION! TDELAY"),r[e]=o,t[e]=o,h(o)},items:t,processAll:m,setallowLoad:function(e){s=e},markLoaded:function(e){if(e&&0!==e.length){if(e in t){var i=t[e];!0===i.isComplete?f(i.name+" "+e+": error loaded duplicate"):(i.isComplete=!0,i.isInitialized=!0)}else t[e]=new d(e,!0);f("markLoaded dummyfile: "+t[e].name)}},logWhatsBlocked:function(){for(var e in t)!1!==t.hasOwnProperty(e)&&u(t[e])}}}();__ez.evt.add=function(e,t,n){e.addEventListener?e.addEventListener(t,n,!1):e.attachEvent?e.attachEvent("on"+t,n):e["on"+t]=n()},__ez.evt.remove=function(e,t,n){e.removeEventListener?e.removeEventListener(t,n,!1):e.detachEvent?e.detachEvent("on"+t,n):delete e["on"+t]};__ez.script.add=function(e){var t=document.createElement("script");t.src=e,t.async=!0,t.type="text/javascript",document.getElementsByTagName("head")[0].appendChild(t)};__ez.dot={};__ez.queue.addFile('/detroitchicago/boise.js', '/detroitchicago/boise.js?gcb=195-0&cb=5', true, [], true, false, true, false);__ez.queue.addFile('/parsonsmaize/abilene.js', '/parsonsmaize/abilene.js?gcb=195-0&cb=b5ead80933', true, [], true, false, true, false);__ez.queue.addFile('/parsonsmaize/mulvane.js', '/parsonsmaize/mulvane.js?gcb=195-0&cb=e75e48eec0', true, ['/parsonsmaize/abilene.js'], true, false, true, false);__ez.queue.addFile('/detroitchicago/birmingham.js', '/detroitchicago/birmingham.js?gcb=195-0&cb=539c47377c', true, ['/parsonsmaize/abilene.js'], true, false, true, false);</script> <script data-ezscrex="false" data-cfasync="false">__ez.ssaf=[];__ez.sswp=4;__ez.ssv=547328;__ez.sshsdef=false;</script> <script data-ezscrex="false" data-cfasync="false">(function(){if("function"===typeof window.CustomEvent)return!1;window.CustomEvent=function(c,a){a=a||{bubbles:!1,cancelable:!1,detail:null};var b=document.createEvent("CustomEvent");b.initCustomEvent(c,a.bubbles,a.cancelable,a.detail);return b}})();</script><script data-ezscrex="false" data-cfasync="false">__ez.queue.addFile('/detroitchicago/tulsa.js', '/detroitchicago/tulsa.js?gcb=195-0&cb=9', false, [], true, false, true, false);</script> <script data-ezscrex="false" type="text/javascript" data-cfasync="false">window._ezaq = Object.assign({"ad_cache_level":1,"adpicker_placement_cnt":0,"ai_placeholder_cache_level":1,"ai_placeholder_placement_cnt":-1,"article_category":"Automation","author":"Kyle Fritz","domain_id":179483,"ezcache_level":1,"ezcache_skip_code":0,"has_bad_image":0,"has_bad_words":0,"is_sitespeed":1,"lt_cache_level":0,"publish_date":"2022-06-13","response_size":386181,"response_size_orig":377698,"response_time_orig":2117,"template_id":120,"url":"https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer/","word_count":0,"worst_bad_word_level":0}, typeof window._ezaq !== "undefined" ? window._ezaq : {});__ez.queue.markLoaded('ezaqBaseReady');</script> <link rel="preconnect" href="//gmpg.org" crossorigin> <link rel="preconnect" href="//www.googletagmanager.com" crossorigin> <link rel="preconnect" href="//www.youtube.com" crossorigin> <link rel="preconnect" href="//go.ezoic.net" crossorigin> <script type='text/javascript' data-ezscrex='false' data-cfasync='false'> window.ezAnalyticsStatic = true; function analyticsAddScript(script) { var ezDynamic = document.createElement('script'); ezDynamic.type = 'text/javascript'; ezDynamic.innerHTML = script; document.head.appendChild(ezDynamic); } function getCookiesWithPrefix() { var allCookies = document.cookie.split(';'); var cookiesWithPrefix = {}; for (var i = 0; i < allCookies.length; i++) { var cookie = allCookies[i].trim(); for (var j = 0; j < arguments.length; j++) { var prefix = arguments[j]; if (cookie.indexOf(prefix) === 0) { var cookieParts = cookie.split('='); var cookieName = cookieParts[0]; var cookieValue = cookieParts.slice(1).join('='); cookiesWithPrefix[cookieName] = decodeURIComponent(cookieValue); break; // Once matched, no need to check other prefixes } } } return cookiesWithPrefix; } function productAnalytics() { var d = {"pr":[6,2],"omd5":"e58bae3b549d498f050468ed5fe9939d","nar":"risk score"}; d.u = _ezaq.url; d.p = _ezaq.page_view_id; d.v = _ezaq.visit_uuid; d.ab = _ezaq.ab_test_id; d.e = JSON.stringify(_ezaq); d.ref = document.referrer; d.c = getCookiesWithPrefix('active_template', 'ez', 'lp_'); if(typeof ez_utmParams !== 'undefined') { d.utm = ez_utmParams; } var dataText = JSON.stringify(d); var xhr = new XMLHttpRequest(); xhr.open('POST','/ezais/analytics?cb=1', true); xhr.onload = function () { if (xhr.status!=200) { return; } if(document.readyState !== 'loading') { analyticsAddScript(xhr.response); return; } var eventFunc = function() { if(document.readyState === 'loading') { return; } document.removeEventListener('readystatechange', eventFunc, false); analyticsAddScript(xhr.response); }; document.addEventListener('readystatechange', eventFunc, false); }; xhr.setRequestHeader('Content-Type','text/plain'); xhr.send(dataText); } __ez.queue.addFunc("productAnalytics", "productAnalytics", null, true, ['ezaqBaseReady'], false, false, false, true); </script><base href="https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer/"/> <meta name="viewport" content="width=device-width, initial-scale=1"/> <link rel="profile" href="https://gmpg.org/xfn/11"/> <meta name="robots" content="index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1"/>  <title>How to Become a Machine Learning Engineer - AI Time Journal - Artificial Intelligence, Automation, Work and Business</title> <link rel="canonical" href="https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer/"/> <meta property="og:locale" content="en_US"/> <meta property="og:type" content="article"/> <meta property="og:title" content="How to Become a Machine Learning Engineer - AI Time Journal - Artificial Intelligence, Automation, Work and Business"/> <meta property="og:description" content="One of the most critical aspects of working in the AI field is implementing machine learning to make the AI adapt to its role over time. The primary issue for machine learning is the steep learning curve. When it comes to machine learning, the prospect of coding is a massive hurdle to get over. Building […]"/> <meta property="og:url" content="https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer/"/> <meta property="og:site_name" content="AI Time Journal - Artificial Intelligence, Automation, Work and Business"/> <meta property="article:publisher" content="https://www.facebook.com/AITimeJournal"/> <meta property="article:published_time" content="2022-06-13T13:00:00+00:00"/> <meta property="article:modified_time" content="2022-12-30T11:01:22+00:00"/> <meta property="og:image" content="https://www.aitimejournal.com/wp-content/uploads/2022/06/Article_Thumbnail_Generator_1200x741-2.jpg"/> <meta property="og:image:width" content="1200"/> <meta property="og:image:height" content="741"/> <meta property="og:image:type" content="image/jpeg"/> <meta name="author" content="Kyle Fritz"/> <meta name="twitter:card" content="summary_large_image"/> <meta name="twitter:creator" content="@AITimeJournal"/> <meta name="twitter:site" content="@AITimeJournal"/> <meta name="twitter:label1" content="Written by"/> <meta name="twitter:data1" content="Kyle Fritz"/> <meta name="twitter:label2" content="Est. reading time"/> <meta name="twitter:data2" content="4 minutes"/> <script type="application/ld+json" class="yoast-schema-graph">{"@context":"https://schema.org","@graph":[{"@type":"Article","@id":"https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer#article","isPartOf":{"@id":"https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer"},"author":{"name":"Kyle Fritz","@id":"https://www.aitimejournal.com/#/schema/person/4b0009d2f05c8e86f9dbc9bdf737fd49"},"headline":"How to Become a Machine Learning Engineer","datePublished":"2022-06-13T13:00:00+00:00","dateModified":"2022-12-30T11:01:22+00:00","mainEntityOfPage":{"@id":"https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer"},"wordCount":773,"publisher":{"@id":"https://www.aitimejournal.com/#organization"},"image":{"@id":"https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer#primaryimage"},"thumbnailUrl":"https://www.aitimejournal.com/wp-content/uploads/2022/06/Article_Thumbnail_Generator_1200x741-2.jpg","articleSection":["Automation","Big Data","Career","Tech"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer","url":"https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer","name":"How to Become a Machine Learning Engineer - AI Time Journal - Artificial Intelligence, Automation, Work and Business","isPartOf":{"@id":"https://www.aitimejournal.com/#website"},"primaryImageOfPage":{"@id":"https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer#primaryimage"},"image":{"@id":"https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer#primaryimage"},"thumbnailUrl":"https://www.aitimejournal.com/wp-content/uploads/2022/06/Article_Thumbnail_Generator_1200x741-2.jpg","datePublished":"2022-06-13T13:00:00+00:00","dateModified":"2022-12-30T11:01:22+00:00","inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer#primaryimage","url":"https://www.aitimejournal.com/wp-content/uploads/2022/06/Article_Thumbnail_Generator_1200x741-2.jpg","contentUrl":"https://www.aitimejournal.com/wp-content/uploads/2022/06/Article_Thumbnail_Generator_1200x741-2.jpg","width":1200,"height":741},{"@type":"WebSite","@id":"https://www.aitimejournal.com/#website","url":"https://www.aitimejournal.com/","name":"AI Time Journal - Artificial Intelligence, Automation, Work and Business","description":"On a mission to help people and businesses stay ahead of the curve.","publisher":{"@id":"https://www.aitimejournal.com/#organization"},"alternateName":"AITJ","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://www.aitimejournal.com/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https://www.aitimejournal.com/#organization","name":"AI Time Journal","url":"https://www.aitimejournal.com/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https://www.aitimejournal.com/#/schema/logo/image/","url":"https://www.aitimejournal.com/wp-content/uploads/2023/03/AI-Time-Journal-Logo-Transparent-Background-01.png","contentUrl":"https://www.aitimejournal.com/wp-content/uploads/2023/03/AI-Time-Journal-Logo-Transparent-Background-01.png","width":6248,"height":1425,"caption":"AI Time Journal"},"image":{"@id":"https://www.aitimejournal.com/#/schema/logo/image/"},"sameAs":["https://www.facebook.com/AITimeJournal","https://twitter.com/AITimeJournal","https://www.linkedin.com/company/ai-time-journal/"]},{"@type":"Person","@id":"https://www.aitimejournal.com/#/schema/person/4b0009d2f05c8e86f9dbc9bdf737fd49","name":"Kyle Fritz","description":"Kyle believes work ethic is everything. As a strong advocate for prioritizing tasks, he is committed to pushing himself to deliver results and complete assignments with excellence.","sameAs":["https://www.linkedin.com/in/kyle-fritz-351b061bb/"],"url":"https://www.aitimejournal.com/author/kyle-fritz/"}]}</script>  <script> window._wpemojiSettings = {"baseUrl":"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/72x72\/","ext":".png","svgUrl":"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/svg\/","svgExt":".svg","source":{"concatemoji":"https:\/\/www.aitimejournal.com\/wp-includes\/js\/wp-emoji-release.min.js?ver=6.1.1"}}; /*! This file is auto-generated */ !function(e,a,t){var n,r,o,i=a.createElement("canvas"),p=i.getContext&&i.getContext("2d");function s(e,t){var a=String.fromCharCode,e=(p.clearRect(0,0,i.width,i.height),p.fillText(a.apply(this,e),0,0),i.toDataURL());return p.clearRect(0,0,i.width,i.height),p.fillText(a.apply(this,t),0,0),e===i.toDataURL()}function c(e){var t=a.createElement("script");t.src=e,t.defer=t.type="text/javascript",a.getElementsByTagName("head")[0].appendChild(t)}for(o=Array("flag","emoji"),t.supports={everything:!0,everythingExceptFlag:!0},r=0;r<o.length;r++)t.supports[o[r]]=function(e){if(p&&p.fillText)switch(p.textBaseline="top",p.font="600 32px Arial",e){case"flag":return s([127987,65039,8205,9895,65039],[127987,65039,8203,9895,65039])?!1:!s([55356,56826,55356,56819],[55356,56826,8203,55356,56819])&&!s([55356,57332,56128,56423,56128,56418,56128,56421,56128,56430,56128,56423,56128,56447],[55356,57332,8203,56128,56423,8203,56128,56418,8203,56128,56421,8203,56128,56430,8203,56128,56423,8203,56128,56447]);case"emoji":return!s([129777,127995,8205,129778,127999],[129777,127995,8203,129778,127999])}return!1}(o[r]),t.supports.everything=t.supports.everything&&t.supports[o[r]],"flag"!==o[r]&&(t.supports.everythingExceptFlag=t.supports.everythingExceptFlag&&t.supports[o[r]]);t.supports.everythingExceptFlag=t.supports.everythingExceptFlag&&!t.supports.flag,t.DOMReady=!1,t.readyCallback=function(){t.DOMReady=!0},t.supports.everything||(n=function(){t.readyCallback()},a.addEventListener?(a.addEventListener("DOMContentLoaded",n,!1),e.addEventListener("load",n,!1)):(e.attachEvent("onload",n),a.attachEvent("onreadystatechange",function(){"complete"===a.readyState&&t.readyCallback()})),(e=t.source||{}).concatemoji?c(e.concatemoji):e.wpemoji&&e.twemoji&&(c(e.twemoji),c(e.wpemoji)))}(window,document,window._wpemojiSettings); </script> <style> img.wp-smiley, img.emoji { display: inline !important; border: none !important; box-shadow: none !important; height: 1em !important; width: 1em !important; margin: 0 0.07em !important; vertical-align: -0.1em !important; background: none !important; padding: 0 !important; } </style> <link rel="stylesheet" id="wp-block-library-css" href="https://www.aitimejournal.com/wp-includes/css/dist/block-library/style.min.css?ver=6.1.1&ez_used_css_s=13" media="all"/> <link rel="stylesheet" id="astra-theme-css-css" href="https://www.aitimejournal.com/wp-content/themes/astra/assets/css/minified/main.min.css?ver=4.6.8&ez_used_css_s=13" media="all"/> <style id="astra-theme-css-inline-css"> :root{--ast-container-default-xlg-padding:3em;--ast-container-default-lg-padding:3em;--ast-container-default-slg-padding:2em;--ast-container-default-md-padding:3em;--ast-container-default-sm-padding:3em;--ast-container-default-xs-padding:2.4em;--ast-container-default-xxs-padding:1.8em;--ast-code-block-background:#ECEFF3;--ast-comment-inputs-background:#F9FAFB;--ast-normal-container-width:1200px;--ast-narrow-container-width:750px;--ast-blog-title-font-weight:normal;--ast-blog-meta-weight:inherit;}html{font-size:100%;}a{color:var(--ast-global-color-0);}a:hover,a:focus{color:var(--ast-global-color-1);}body,button,input,select,textarea,.ast-button,.ast-custom-button{font-family:-apple-system,BlinkMacSystemFont,Segoe UI,Roboto,Oxygen-Sans,Ubuntu,Cantarell,Helvetica Neue,sans-serif;font-weight:400;font-size:16px;font-size:1rem;line-height:var(--ast-body-line-height,1.65em);}blockquote{color:var(--ast-global-color-3);}h1,.entry-content h1,h2,.entry-content h2,h3,.entry-content h3,h4,.entry-content h4,h5,.entry-content h5,h6,.entry-content h6,.site-title,.site-title a{font-weight:600;}.site-title{font-size:26px;font-size:1.625rem;display:none;}header .custom-logo-link img{max-width:192px;}.astra-logo-svg{width:192px;}.site-header .site-description{font-size:15px;font-size:0.9375rem;display:none;}.entry-title{font-size:26px;font-size:1.625rem;}.archive .ast-article-post .ast-article-inner,.blog .ast-article-post .ast-article-inner,.archive .ast-article-post .ast-article-inner:hover,.blog .ast-article-post .ast-article-inner:hover{overflow:hidden;}h1,.entry-content h1{font-size:40px;font-size:2.5rem;font-weight:600;line-height:1.4em;}h2,.entry-content h2{font-size:32px;font-size:2rem;font-weight:600;line-height:1.3em;}h3,.entry-content h3{font-size:26px;font-size:1.625rem;font-weight:600;line-height:1.3em;}h4,.entry-content h4{font-size:24px;font-size:1.5rem;line-height:1.2em;font-weight:600;}h5,.entry-content h5{font-size:20px;font-size:1.25rem;line-height:1.2em;font-weight:600;}h6,.entry-content h6{font-size:16px;font-size:1rem;line-height:1.25em;font-weight:600;}::selection{background-color:var(--ast-global-color-0);color:#ffffff;}body,h1,.entry-title a,.entry-content h1,h2,.entry-content h2,h3,.entry-content h3,h4,.entry-content h4,h5,.entry-content h5,h6,.entry-content h6{color:var(--ast-global-color-3);}.tagcloud a:hover,.tagcloud a:focus,.tagcloud a.current-item{color:#ffffff;border-color:var(--ast-global-color-0);background-color:var(--ast-global-color-0);}input:focus,input[type="text"]:focus,input[type="email"]:focus,input[type="url"]:focus,input[type="password"]:focus,input[type="reset"]:focus,input[type="search"]:focus,textarea:focus{border-color:var(--ast-global-color-0);}input[type="radio"]:checked,input[type=reset],input[type="checkbox"]:checked,input[type="checkbox"]:hover:checked,input[type="checkbox"]:focus:checked,input[type=range]::-webkit-slider-thumb{border-color:var(--ast-global-color-0);background-color:var(--ast-global-color-0);box-shadow:none;}.site-footer a:hover + .post-count,.site-footer a:focus + .post-count{background:var(--ast-global-color-0);border-color:var(--ast-global-color-0);}.single .nav-links .nav-previous,.single .nav-links .nav-next{color:var(--ast-global-color-0);}.entry-meta,.entry-meta *{line-height:1.45;color:var(--ast-global-color-0);}.entry-meta a:not(.ast-button):hover,.entry-meta a:not(.ast-button):hover *,.entry-meta a:not(.ast-button):focus,.entry-meta a:not(.ast-button):focus *,.page-links > .page-link,.page-links .page-link:hover,.post-navigation a:hover{color:var(--ast-global-color-1);}#cat option,.secondary .calendar_wrap thead a,.secondary .calendar_wrap thead a:visited{color:var(--ast-global-color-0);}.secondary .calendar_wrap #today,.ast-progress-val span{background:var(--ast-global-color-0);}.secondary a:hover + .post-count,.secondary a:focus + .post-count{background:var(--ast-global-color-0);border-color:var(--ast-global-color-0);}.calendar_wrap #today > a{color:#ffffff;}.page-links .page-link,.single .post-navigation a{color:var(--ast-global-color-0);}.ast-search-menu-icon .search-form button.search-submit{padding:0 4px;}.ast-search-menu-icon form.search-form{padding-right:0;}.ast-search-menu-icon.slide-search input.search-field{width:0;}.ast-header-search .ast-search-menu-icon.ast-dropdown-active .search-form,.ast-header-search .ast-search-menu-icon.ast-dropdown-active .search-field:focus{transition:all 0.2s;}.search-form input.search-field:focus{outline:none;}.ast-archive-title{color:var(--ast-global-color-2);}.widget-title,.widget .wp-block-heading{font-size:22px;font-size:1.375rem;color:var(--ast-global-color-2);}.single .ast-author-details .author-title{color:var(--ast-global-color-1);}#secondary,#secondary button,#secondary input,#secondary select,#secondary textarea{font-size:16px;font-size:1rem;}.ast-single-post .entry-content a,.ast-comment-content a:not(.ast-comment-edit-reply-wrap a){text-decoration:underline;}.ast-single-post .wp-block-button .wp-block-button__link,.ast-single-post .elementor-button-wrapper .elementor-button,.ast-single-post .entry-content .uagb-tab a,.ast-single-post .entry-content .uagb-ifb-cta a,.ast-single-post .entry-content .wp-block-uagb-buttons a,.ast-single-post .entry-content .uabb-module-content a,.ast-single-post .entry-content .uagb-post-grid a,.ast-single-post .entry-content .uagb-timeline a,.ast-single-post .entry-content .uagb-toc__wrap a,.ast-single-post .entry-content .uagb-taxomony-box a,.ast-single-post .entry-content .woocommerce a,.entry-content .wp-block-latest-posts > li > a,.ast-single-post .entry-content .wp-block-file__button,li.ast-post-filter-single,.ast-single-post .wp-block-buttons .wp-block-button.is-style-outline .wp-block-button__link,.ast-single-post .ast-comment-content .comment-reply-link,.ast-single-post .ast-comment-content .comment-edit-link{text-decoration:none;}.ast-search-menu-icon.slide-search a:focus-visible:focus-visible,.astra-search-icon:focus-visible,#close:focus-visible,a:focus-visible,.ast-menu-toggle:focus-visible,.site .skip-link:focus-visible,.wp-block-loginout input:focus-visible,.wp-block-search.wp-block-search__button-inside .wp-block-search__inside-wrapper,.ast-header-navigation-arrow:focus-visible,.woocommerce .wc-proceed-to-checkout > .checkout-button:focus-visible,.woocommerce .woocommerce-MyAccount-navigation ul li a:focus-visible,.ast-orders-table__row .ast-orders-table__cell:focus-visible,.woocommerce .woocommerce-order-details .order-again > .button:focus-visible,.woocommerce .woocommerce-message a.button.wc-forward:focus-visible,.woocommerce #minus_qty:focus-visible,.woocommerce #plus_qty:focus-visible,a#ast-apply-coupon:focus-visible,.woocommerce .woocommerce-info a:focus-visible,.woocommerce .astra-shop-summary-wrap a:focus-visible,.woocommerce a.wc-forward:focus-visible,#ast-apply-coupon:focus-visible,.woocommerce-js .woocommerce-mini-cart-item a.remove:focus-visible,#close:focus-visible,.button.search-submit:focus-visible,#search_submit:focus,.normal-search:focus-visible{outline-style:dotted;outline-color:inherit;outline-width:thin;}input:focus,input[type="text"]:focus,input[type="email"]:focus,input[type="url"]:focus,input[type="password"]:focus,input[type="reset"]:focus,input[type="search"]:focus,input[type="number"]:focus,textarea:focus,.wp-block-search__input:focus,[data-section="section-header-mobile-trigger"] .ast-button-wrap .ast-mobile-menu-trigger-minimal:focus,.ast-mobile-popup-drawer.active .menu-toggle-close:focus,.woocommerce-ordering select.orderby:focus,#ast-scroll-top:focus,#coupon_code:focus,.woocommerce-page #comment:focus,.woocommerce #reviews #respond input#submit:focus,.woocommerce a.add_to_cart_button:focus,.woocommerce .button.single_add_to_cart_button:focus,.woocommerce .woocommerce-cart-form button:focus,.woocommerce .woocommerce-cart-form__cart-item .quantity .qty:focus,.woocommerce .woocommerce-billing-fields .woocommerce-billing-fields__field-wrapper .woocommerce-input-wrapper > .input-text:focus,.woocommerce #order_comments:focus,.woocommerce #place_order:focus,.woocommerce .woocommerce-address-fields .woocommerce-address-fields__field-wrapper .woocommerce-input-wrapper > .input-text:focus,.woocommerce .woocommerce-MyAccount-content form button:focus,.woocommerce .woocommerce-MyAccount-content .woocommerce-EditAccountForm .woocommerce-form-row .woocommerce-Input.input-text:focus,.woocommerce .ast-woocommerce-container .woocommerce-pagination ul.page-numbers li a:focus,body #content .woocommerce form .form-row .select2-container--default .select2-selection--single:focus,#ast-coupon-code:focus,.woocommerce.woocommerce-js .quantity input[type=number]:focus,.woocommerce-js .woocommerce-mini-cart-item .quantity input[type=number]:focus,.woocommerce p#ast-coupon-trigger:focus{border-style:dotted;border-color:inherit;border-width:thin;}input{outline:none;}.ast-logo-title-inline .site-logo-img{padding-right:1em;}.site-logo-img img{ transition:all 0.2s linear;}body .ast-oembed-container *{position:absolute;top:0;width:100%;height:100%;left:0;}body .wp-block-embed-pocket-casts .ast-oembed-container *{position:unset;}.ast-single-post-featured-section + article {margin-top: 2em;}.site-content .ast-single-post-featured-section img {width: 100%;overflow: hidden;object-fit: cover;}.site > .ast-single-related-posts-container {margin-top: 0;}@media (min-width: 922px) {.ast-desktop .ast-container--narrow {max-width: var(--ast-narrow-container-width);margin: 0 auto;}}#secondary {margin: 4em 0 2.5em;word-break: break-word;line-height: 2;}#secondary li {margin-bottom: 0.75em;}#secondary li:last-child {margin-bottom: 0;}@media (max-width: 768px) {.js_active .ast-plain-container.ast-single-post #secondary {margin-top: 1.5em;}}.ast-separate-container.ast-two-container #secondary .widget {background-color: #fff;padding: 2em;margin-bottom: 2em;}@media (min-width: 993px) {.ast-left-sidebar #secondary {padding-right: 60px;}.ast-right-sidebar #secondary {padding-left: 60px;}}@media (max-width: 993px) {.ast-right-sidebar #secondary {padding-left: 30px;}.ast-left-sidebar #secondary {padding-right: 30px;}}@media (min-width: 993px) {.ast-page-builder-template.ast-left-sidebar #secondary {padding-left: 60px;}.ast-page-builder-template.ast-right-sidebar #secondary {padding-right: 60px;}}@media (max-width: 993px) {.ast-page-builder-template.ast-right-sidebar #secondary {padding-right: 30px;}.ast-page-builder-template.ast-left-sidebar #secondary {padding-left: 30px;}}@media (max-width:921px){#ast-desktop-header{display:none;}}@media (min-width:922px){#ast-mobile-header{display:none;}}.wp-block-buttons.aligncenter{justify-content:center;}@media (max-width:921px){.ast-theme-transparent-header #primary,.ast-theme-transparent-header #secondary{padding:0;}}@media (max-width:921px){.ast-plain-container.ast-no-sidebar #primary{padding:0;}}.ast-plain-container.ast-no-sidebar #primary{margin-top:0;margin-bottom:0;}@media (min-width:1200px){.ast-plain-container.ast-no-sidebar #primary{margin-top:60px;margin-bottom:60px;}}.wp-block-button.is-style-outline .wp-block-button__link{border-color:var(--ast-global-color-0);}div.wp-block-button.is-style-outline > .wp-block-button__link:not(.has-text-color),div.wp-block-button.wp-block-button__link.is-style-outline:not(.has-text-color){color:var(--ast-global-color-0);}.wp-block-button.is-style-outline .wp-block-button__link:hover,.wp-block-buttons .wp-block-button.is-style-outline .wp-block-button__link:focus,.wp-block-buttons .wp-block-button.is-style-outline > .wp-block-button__link:not(.has-text-color):hover,.wp-block-buttons .wp-block-button.wp-block-button__link.is-style-outline:not(.has-text-color):hover{color:#ffffff;background-color:var(--ast-global-color-1);border-color:var(--ast-global-color-1);}.post-page-numbers.current .page-link,.ast-pagination .page-numbers.current{color:#ffffff;border-color:var(--ast-global-color-0);background-color:var(--ast-global-color-0);}.wp-block-button.is-style-outline .wp-block-button__link.wp-element-button,.ast-outline-button{border-color:var(--ast-global-color-0);font-family:inherit;font-weight:500;font-size:16px;font-size:1rem;line-height:1em;}.wp-block-buttons .wp-block-button.is-style-outline > .wp-block-button__link:not(.has-text-color),.wp-block-buttons .wp-block-button.wp-block-button__link.is-style-outline:not(.has-text-color),.ast-outline-button{color:var(--ast-global-color-0);}.wp-block-button.is-style-outline .wp-block-button__link:hover,.wp-block-buttons .wp-block-button.is-style-outline .wp-block-button__link:focus,.wp-block-buttons .wp-block-button.is-style-outline > .wp-block-button__link:not(.has-text-color):hover,.wp-block-buttons .wp-block-button.wp-block-button__link.is-style-outline:not(.has-text-color):hover,.ast-outline-button:hover,.ast-outline-button:focus,.wp-block-uagb-buttons-child .uagb-buttons-repeater.ast-outline-button:hover,.wp-block-uagb-buttons-child .uagb-buttons-repeater.ast-outline-button:focus{color:#ffffff;background-color:var(--ast-global-color-1);border-color:var(--ast-global-color-1);}h1.widget-title{font-weight:600;}h2.widget-title{font-weight:600;}h3.widget-title{font-weight:600;}#page{display:flex;flex-direction:column;min-height:100vh;}.ast-404-layout-1 h1.page-title{color:var(--ast-global-color-2);}.single .post-navigation a{line-height:1em;height:inherit;}.error-404 .page-sub-title{font-size:1.5rem;font-weight:inherit;}.search .site-content .content-area .search-form{margin-bottom:0;}#page .site-content{flex-grow:1;}.widget{margin-bottom:1.25em;}#secondary li{line-height:1.5em;}#secondary .wp-block-group h2{margin-bottom:0.7em;}#secondary h2{font-size:1.7rem;}.ast-separate-container .ast-article-post,.ast-separate-container .ast-article-single,.ast-separate-container .comment-respond{padding:3em;}.ast-separate-container .ast-article-single .ast-article-single{padding:0;}.ast-article-single .wp-block-post-template-is-layout-grid{padding-left:0;}.ast-separate-container .comments-title,.ast-narrow-container .comments-title{padding:1.5em 2em;}.ast-page-builder-template .comment-form-textarea,.ast-comment-formwrap .ast-grid-common-col{padding:0;}.ast-comment-formwrap{padding:0;display:inline-flex;column-gap:20px;width:100%;margin-left:0;margin-right:0;}.comments-area textarea#comment:focus,.comments-area textarea#comment:active,.comments-area .ast-comment-formwrap input[type="text"]:focus,.comments-area .ast-comment-formwrap input[type="text"]:active {box-shadow:none;outline:none;}.archive.ast-page-builder-template .entry-header{margin-top:2em;}.ast-page-builder-template .ast-comment-formwrap{width:100%;}.entry-title{margin-bottom:0.5em;}.ast-archive-description p{font-size:inherit;font-weight:inherit;line-height:inherit;}.ast-separate-container .ast-comment-list li.depth-1,.hentry{margin-bottom:2em;}@media (min-width:921px){.ast-left-sidebar.ast-page-builder-template #secondary,.archive.ast-right-sidebar.ast-page-builder-template .site-main{padding-left:20px;padding-right:20px;}}@media (max-width:544px){.ast-comment-formwrap.ast-row{column-gap:10px;display:inline-block;}#ast-commentform .ast-grid-common-col{position:relative;width:100%;}}@media (min-width:1201px){.ast-separate-container .ast-article-post,.ast-separate-container .ast-article-single,.ast-separate-container .ast-author-box,.ast-separate-container .ast-404-layout-1,.ast-separate-container .no-results{padding:3em;}}@media (max-width:921px){.ast-separate-container #primary,.ast-separate-container #secondary{padding:1.5em 0;}#primary,#secondary{padding:1.5em 0;margin:0;}.ast-left-sidebar #content > .ast-container{display:flex;flex-direction:column-reverse;width:100%;}}@media (max-width:921px){#secondary.secondary{padding-top:0;}.ast-separate-container.ast-right-sidebar #secondary{padding-left:1em;padding-right:1em;}.ast-separate-container.ast-two-container #secondary{padding-left:0;padding-right:0;}.ast-page-builder-template .entry-header #secondary,.ast-page-builder-template #secondary{margin-top:1.5em;}}@media (max-width:921px){.ast-right-sidebar #primary{padding-right:0;}.ast-page-builder-template.ast-left-sidebar #secondary,.ast-page-builder-template.ast-right-sidebar #secondary{padding-right:20px;padding-left:20px;}.ast-right-sidebar #secondary,.ast-left-sidebar #primary{padding-left:0;}.ast-left-sidebar #secondary{padding-right:0;}}@media (min-width:922px){.ast-separate-container.ast-right-sidebar #primary,.ast-separate-container.ast-left-sidebar #primary{border:0;}.search-no-results.ast-separate-container #primary{margin-bottom:4em;}}@media (min-width:922px){.ast-right-sidebar #primary{border-right:1px solid var(--ast-border-color);}.ast-left-sidebar #primary{border-left:1px solid var(--ast-border-color);}.ast-right-sidebar #secondary{border-left:1px solid var(--ast-border-color);margin-left:-1px;}.ast-left-sidebar #secondary{border-right:1px solid var(--ast-border-color);margin-right:-1px;}.ast-separate-container.ast-two-container.ast-right-sidebar #secondary{padding-left:30px;padding-right:0;}.ast-separate-container.ast-two-container.ast-left-sidebar #secondary{padding-right:30px;padding-left:0;}.ast-separate-container.ast-right-sidebar #secondary,.ast-separate-container.ast-left-sidebar #secondary{border:0;margin-left:auto;margin-right:auto;}.ast-separate-container.ast-two-container #secondary .widget:last-child{margin-bottom:0;}}.wp-block-button .wp-block-button__link{color:#ffffff;}.wp-block-button .wp-block-button__link:hover,.wp-block-button .wp-block-button__link:focus{color:#ffffff;background-color:var(--ast-global-color-1);border-color:var(--ast-global-color-1);}.wp-block-button .wp-block-button__link,.wp-block-search .wp-block-search__button,body .wp-block-file .wp-block-file__button{border-color:var(--ast-global-color-0);background-color:var(--ast-global-color-0);color:#ffffff;font-family:inherit;font-weight:500;line-height:1em;font-size:16px;font-size:1rem;padding-top:15px;padding-right:30px;padding-bottom:15px;padding-left:30px;}@media (max-width:921px){.wp-block-button .wp-block-button__link,.wp-block-search .wp-block-search__button,body .wp-block-file .wp-block-file__button{padding-top:14px;padding-right:28px;padding-bottom:14px;padding-left:28px;}}@media (max-width:544px){.wp-block-button .wp-block-button__link,.wp-block-search .wp-block-search__button,body .wp-block-file .wp-block-file__button{padding-top:12px;padding-right:24px;padding-bottom:12px;padding-left:24px;}}.menu-toggle,button,.ast-button,.ast-custom-button,.button,input#submit,input[type="button"],input[type="submit"],input[type="reset"],form[CLASS*="wp-block-search__"].wp-block-search .wp-block-search__inside-wrapper .wp-block-search__button,body .wp-block-file .wp-block-file__button,.search .search-submit{border-style:solid;border-top-width:0;border-right-width:0;border-left-width:0;border-bottom-width:0;color:#ffffff;border-color:var(--ast-global-color-0);background-color:var(--ast-global-color-0);padding-top:15px;padding-right:30px;padding-bottom:15px;padding-left:30px;font-family:inherit;font-weight:500;font-size:16px;font-size:1rem;line-height:1em;}button:focus,.menu-toggle:hover,button:hover,.ast-button:hover,.ast-custom-button:hover .button:hover,.ast-custom-button:hover ,input[type=reset]:hover,input[type=reset]:focus,input#submit:hover,input#submit:focus,input[type="button"]:hover,input[type="button"]:focus,input[type="submit"]:hover,input[type="submit"]:focus,form[CLASS*="wp-block-search__"].wp-block-search .wp-block-search__inside-wrapper .wp-block-search__button:hover,form[CLASS*="wp-block-search__"].wp-block-search .wp-block-search__inside-wrapper .wp-block-search__button:focus,body .wp-block-file .wp-block-file__button:hover,body .wp-block-file .wp-block-file__button:focus{color:#ffffff;background-color:var(--ast-global-color-1);border-color:var(--ast-global-color-1);}form[CLASS*="wp-block-search__"].wp-block-search .wp-block-search__inside-wrapper .wp-block-search__button.has-icon{padding-top:calc(15px - 3px);padding-right:calc(30px - 3px);padding-bottom:calc(15px - 3px);padding-left:calc(30px - 3px);}@media (max-width:921px){.menu-toggle,button,.ast-button,.ast-custom-button,.button,input#submit,input[type="button"],input[type="submit"],input[type="reset"],form[CLASS*="wp-block-search__"].wp-block-search .wp-block-search__inside-wrapper .wp-block-search__button,body .wp-block-file .wp-block-file__button,.search .search-submit{padding-top:14px;padding-right:28px;padding-bottom:14px;padding-left:28px;}}@media (max-width:544px){.menu-toggle,button,.ast-button,.ast-custom-button,.button,input#submit,input[type="button"],input[type="submit"],input[type="reset"],form[CLASS*="wp-block-search__"].wp-block-search .wp-block-search__inside-wrapper .wp-block-search__button,body .wp-block-file .wp-block-file__button,.search .search-submit{padding-top:12px;padding-right:24px;padding-bottom:12px;padding-left:24px;}}@media (max-width:921px){.ast-mobile-header-stack .main-header-bar .ast-search-menu-icon{display:inline-block;}.ast-header-break-point.ast-header-custom-item-outside .ast-mobile-header-stack .main-header-bar .ast-search-icon{margin:0;}.ast-comment-avatar-wrap img{max-width:2.5em;}.ast-comment-meta{padding:0 1.8888em 1.3333em;}.ast-separate-container .ast-comment-list li.depth-1{padding:1.5em 2.14em;}.ast-separate-container .comment-respond{padding:2em 2.14em;}}@media (min-width:544px){.ast-container{max-width:100%;}}@media (max-width:544px){.ast-separate-container .ast-article-post,.ast-separate-container .ast-article-single,.ast-separate-container .comments-title,.ast-separate-container .ast-archive-description{padding:1.5em 1em;}.ast-separate-container #content .ast-container{padding-left:0.54em;padding-right:0.54em;}.ast-separate-container .ast-comment-list .bypostauthor{padding:.5em;}.ast-search-menu-icon.ast-dropdown-active .search-field{width:170px;}.ast-separate-container #secondary{padding-top:0;}.ast-separate-container.ast-two-container #secondary .widget{margin-bottom:1.5em;padding-left:1em;padding-right:1em;}}.ast-separate-container{background-color:var(--ast-global-color-4);;}@media (max-width:921px){.site-title{display:none;}.site-header .site-description{display:none;}h1,.entry-content h1{font-size:30px;}h2,.entry-content h2{font-size:25px;}h3,.entry-content h3{font-size:20px;}}@media (max-width:544px){.site-title{display:none;}.site-header .site-description{display:none;}h1,.entry-content h1{font-size:30px;}h2,.entry-content h2{font-size:25px;}h3,.entry-content h3{font-size:20px;}}@media (max-width:921px){html{font-size:91.2%;}}@media (max-width:544px){html{font-size:91.2%;}}@media (min-width:922px){.ast-container{max-width:1240px;}}@media (min-width:922px){.site-content .ast-container{display:flex;}}@media (max-width:921px){.site-content .ast-container{flex-direction:column;}}@media (min-width:922px){.main-header-menu .sub-menu .menu-item.ast-left-align-sub-menu:hover > .sub-menu,.main-header-menu .sub-menu .menu-item.ast-left-align-sub-menu.focus > .sub-menu{margin-left:-0px;}}.site .comments-area{padding-bottom:3em;}.wp-block-file {display: flex;align-items: center;flex-wrap: wrap;justify-content: space-between;}.wp-block-pullquote {border: none;}.wp-block-pullquote blockquote::before {content: "\201D";font-family: "Helvetica",sans-serif;display: flex;transform: rotate( 180deg );font-size: 6rem;font-style: normal;line-height: 1;font-weight: bold;align-items: center;justify-content: center;}.has-text-align-right > blockquote::before {justify-content: flex-start;}.has-text-align-left > blockquote::before {justify-content: flex-end;}figure.wp-block-pullquote.is-style-solid-color blockquote {max-width: 100%;text-align: inherit;}html body {--wp--custom--ast-default-block-top-padding: 3em;--wp--custom--ast-default-block-right-padding: 3em;--wp--custom--ast-default-block-bottom-padding: 3em;--wp--custom--ast-default-block-left-padding: 3em;--wp--custom--ast-container-width: 1200px;--wp--custom--ast-content-width-size: 1200px;--wp--custom--ast-wide-width-size: calc(1200px + var(--wp--custom--ast-default-block-left-padding) + var(--wp--custom--ast-default-block-right-padding));}.ast-narrow-container {--wp--custom--ast-content-width-size: 750px;--wp--custom--ast-wide-width-size: 750px;}@media(max-width: 921px) {html body {--wp--custom--ast-default-block-top-padding: 3em;--wp--custom--ast-default-block-right-padding: 2em;--wp--custom--ast-default-block-bottom-padding: 3em;--wp--custom--ast-default-block-left-padding: 2em;}}@media(max-width: 544px) {html body {--wp--custom--ast-default-block-top-padding: 3em;--wp--custom--ast-default-block-right-padding: 1.5em;--wp--custom--ast-default-block-bottom-padding: 3em;--wp--custom--ast-default-block-left-padding: 1.5em;}}.entry-content > .wp-block-group,.entry-content > .wp-block-cover,.entry-content > .wp-block-columns {padding-top: var(--wp--custom--ast-default-block-top-padding);padding-right: var(--wp--custom--ast-default-block-right-padding);padding-bottom: var(--wp--custom--ast-default-block-bottom-padding);padding-left: var(--wp--custom--ast-default-block-left-padding);}.ast-plain-container.ast-no-sidebar .entry-content > .alignfull,.ast-page-builder-template .ast-no-sidebar .entry-content > .alignfull {margin-left: calc( -50vw + 50%);margin-right: calc( -50vw + 50%);max-width: 100vw;width: 100vw;}.ast-plain-container.ast-no-sidebar .entry-content .alignfull .alignfull,.ast-page-builder-template.ast-no-sidebar .entry-content .alignfull .alignfull,.ast-plain-container.ast-no-sidebar .entry-content .alignfull .alignwide,.ast-page-builder-template.ast-no-sidebar .entry-content .alignfull .alignwide,.ast-plain-container.ast-no-sidebar .entry-content .alignwide .alignfull,.ast-page-builder-template.ast-no-sidebar .entry-content .alignwide .alignfull,.ast-plain-container.ast-no-sidebar .entry-content .alignwide .alignwide,.ast-page-builder-template.ast-no-sidebar .entry-content .alignwide .alignwide,.ast-plain-container.ast-no-sidebar .entry-content .wp-block-column .alignfull,.ast-page-builder-template.ast-no-sidebar .entry-content .wp-block-column .alignfull,.ast-plain-container.ast-no-sidebar .entry-content .wp-block-column .alignwide,.ast-page-builder-template.ast-no-sidebar .entry-content .wp-block-column .alignwide {margin-left: auto;margin-right: auto;width: 100%;}[ast-blocks-layout] .wp-block-separator:not(.is-style-dots) {height: 0;}[ast-blocks-layout] .wp-block-separator {margin: 20px auto;}[ast-blocks-layout] .wp-block-separator:not(.is-style-wide):not(.is-style-dots) {max-width: 100px;}[ast-blocks-layout] .wp-block-separator.has-background {padding: 0;}.entry-content[ast-blocks-layout] > * {max-width: var(--wp--custom--ast-content-width-size);margin-left: auto;margin-right: auto;}.entry-content[ast-blocks-layout] > .alignwide {max-width: var(--wp--custom--ast-wide-width-size);}.entry-content[ast-blocks-layout] .alignfull {max-width: none;}.entry-content .wp-block-columns {margin-bottom: 0;}blockquote {margin: 1.5em;border-color: rgba(0,0,0,0.05);}.wp-block-quote:not(.has-text-align-right):not(.has-text-align-center) {border-left: 5px solid rgba(0,0,0,0.05);}.has-text-align-right > blockquote,blockquote.has-text-align-right {border-right: 5px solid rgba(0,0,0,0.05);}.has-text-align-left > blockquote,blockquote.has-text-align-left {border-left: 5px solid rgba(0,0,0,0.05);}.wp-block-site-tagline,.wp-block-latest-posts .read-more {margin-top: 15px;}.wp-block-loginout p label {display: block;}.wp-block-loginout p:not(.login-remember):not(.login-submit) input {width: 100%;}.wp-block-loginout input:focus {border-color: transparent;}.wp-block-loginout input:focus {outline: thin dotted;}.entry-content .wp-block-media-text .wp-block-media-text__content {padding: 0 0 0 8%;}.entry-content .wp-block-media-text.has-media-on-the-right .wp-block-media-text__content {padding: 0 8% 0 0;}.entry-content .wp-block-media-text.has-background .wp-block-media-text__content {padding: 8%;}.entry-content .wp-block-cover:not([class*="background-color"]) .wp-block-cover__inner-container,.entry-content .wp-block-cover:not([class*="background-color"]) .wp-block-cover-image-text,.entry-content .wp-block-cover:not([class*="background-color"]) .wp-block-cover-text,.entry-content .wp-block-cover-image:not([class*="background-color"]) .wp-block-cover__inner-container,.entry-content .wp-block-cover-image:not([class*="background-color"]) .wp-block-cover-image-text,.entry-content .wp-block-cover-image:not([class*="background-color"]) .wp-block-cover-text {color: var(--ast-global-color-5);}.wp-block-loginout .login-remember input {width: 1.1rem;height: 1.1rem;margin: 0 5px 4px 0;vertical-align: middle;}.wp-block-latest-posts > li > *:first-child,.wp-block-latest-posts:not(.is-grid) > li:first-child {margin-top: 0;}.wp-block-search__inside-wrapper .wp-block-search__input {padding: 0 10px;color: var(--ast-global-color-3);background: var(--ast-global-color-5);border-color: var(--ast-border-color);}.wp-block-latest-posts .read-more {margin-bottom: 1.5em;}.wp-block-search__no-button .wp-block-search__inside-wrapper .wp-block-search__input {padding-top: 5px;padding-bottom: 5px;}.wp-block-latest-posts .wp-block-latest-posts__post-date,.wp-block-latest-posts .wp-block-latest-posts__post-author {font-size: 1rem;}.wp-block-latest-posts > li > *,.wp-block-latest-posts:not(.is-grid) > li {margin-top: 12px;margin-bottom: 12px;}.ast-page-builder-template .entry-content[ast-blocks-layout] > *,.ast-page-builder-template .entry-content[ast-blocks-layout] > .alignfull > * {max-width: none;}.ast-page-builder-template .entry-content[ast-blocks-layout] > .alignwide > * {max-width: var(--wp--custom--ast-wide-width-size);}.ast-page-builder-template .entry-content[ast-blocks-layout] > .inherit-container-width > *,.ast-page-builder-template .entry-content[ast-blocks-layout] > * > *,.entry-content[ast-blocks-layout] > .wp-block-cover .wp-block-cover__inner-container {max-width: var(--wp--custom--ast-content-width-size);margin-left: auto;margin-right: auto;}.entry-content[ast-blocks-layout] .wp-block-cover:not(.alignleft):not(.alignright) {width: auto;}@media(max-width: 1200px) {.ast-separate-container .entry-content > .alignfull,.ast-separate-container .entry-content[ast-blocks-layout] > .alignwide,.ast-plain-container .entry-content[ast-blocks-layout] > .alignwide,.ast-plain-container .entry-content .alignfull {margin-left: calc(-1 * min(var(--ast-container-default-xlg-padding),20px)) ;margin-right: calc(-1 * min(var(--ast-container-default-xlg-padding),20px));}}@media(min-width: 1201px) {.ast-separate-container .entry-content > .alignfull {margin-left: calc(-1 * var(--ast-container-default-xlg-padding) );margin-right: calc(-1 * var(--ast-container-default-xlg-padding) );}.ast-separate-container .entry-content[ast-blocks-layout] > .alignwide,.ast-plain-container .entry-content[ast-blocks-layout] > .alignwide {margin-left: calc(-1 * var(--wp--custom--ast-default-block-left-padding) );margin-right: calc(-1 * var(--wp--custom--ast-default-block-right-padding) );}}@media(min-width: 921px) {.ast-separate-container .entry-content .wp-block-group.alignwide:not(.inherit-container-width) > :where(:not(.alignleft):not(.alignright)),.ast-plain-container .entry-content .wp-block-group.alignwide:not(.inherit-container-width) > :where(:not(.alignleft):not(.alignright)) {max-width: calc( var(--wp--custom--ast-content-width-size) + 80px );}.ast-plain-container.ast-right-sidebar .entry-content[ast-blocks-layout] .alignfull,.ast-plain-container.ast-left-sidebar .entry-content[ast-blocks-layout] .alignfull {margin-left: -60px;margin-right: -60px;}}@media(min-width: 544px) {.entry-content > .alignleft {margin-right: 20px;}.entry-content > .alignright {margin-left: 20px;}}@media (max-width:544px){.wp-block-columns .wp-block-column:not(:last-child){margin-bottom:20px;}.wp-block-latest-posts{margin:0;}}@media( max-width: 600px ) {.entry-content .wp-block-media-text .wp-block-media-text__content,.entry-content .wp-block-media-text.has-media-on-the-right .wp-block-media-text__content {padding: 8% 0 0;}.entry-content .wp-block-media-text.has-background .wp-block-media-text__content {padding: 8%;}}.ast-page-builder-template .entry-header {padding-left: 0;}.ast-narrow-container .site-content .wp-block-uagb-image--align-full .wp-block-uagb-image__figure {max-width: 100%;margin-left: auto;margin-right: auto;}.entry-content ul,.entry-content ol {padding: revert;margin: revert;}:root .has-ast-global-color-0-color{color:var(--ast-global-color-0);}:root .has-ast-global-color-0-background-color{background-color:var(--ast-global-color-0);}:root .wp-block-button .has-ast-global-color-0-color{color:var(--ast-global-color-0);}:root .wp-block-button .has-ast-global-color-0-background-color{background-color:var(--ast-global-color-0);}:root .has-ast-global-color-1-color{color:var(--ast-global-color-1);}:root .has-ast-global-color-1-background-color{background-color:var(--ast-global-color-1);}:root .wp-block-button .has-ast-global-color-1-color{color:var(--ast-global-color-1);}:root .wp-block-button .has-ast-global-color-1-background-color{background-color:var(--ast-global-color-1);}:root .has-ast-global-color-2-color{color:var(--ast-global-color-2);}:root .has-ast-global-color-2-background-color{background-color:var(--ast-global-color-2);}:root .wp-block-button .has-ast-global-color-2-color{color:var(--ast-global-color-2);}:root .wp-block-button .has-ast-global-color-2-background-color{background-color:var(--ast-global-color-2);}:root .has-ast-global-color-3-color{color:var(--ast-global-color-3);}:root .has-ast-global-color-3-background-color{background-color:var(--ast-global-color-3);}:root .wp-block-button .has-ast-global-color-3-color{color:var(--ast-global-color-3);}:root .wp-block-button .has-ast-global-color-3-background-color{background-color:var(--ast-global-color-3);}:root .has-ast-global-color-4-color{color:var(--ast-global-color-4);}:root .has-ast-global-color-4-background-color{background-color:var(--ast-global-color-4);}:root .wp-block-button .has-ast-global-color-4-color{color:var(--ast-global-color-4);}:root .wp-block-button .has-ast-global-color-4-background-color{background-color:var(--ast-global-color-4);}:root .has-ast-global-color-5-color{color:var(--ast-global-color-5);}:root .has-ast-global-color-5-background-color{background-color:var(--ast-global-color-5);}:root .wp-block-button .has-ast-global-color-5-color{color:var(--ast-global-color-5);}:root .wp-block-button .has-ast-global-color-5-background-color{background-color:var(--ast-global-color-5);}:root .has-ast-global-color-6-color{color:var(--ast-global-color-6);}:root .has-ast-global-color-6-background-color{background-color:var(--ast-global-color-6);}:root .wp-block-button .has-ast-global-color-6-color{color:var(--ast-global-color-6);}:root .wp-block-button .has-ast-global-color-6-background-color{background-color:var(--ast-global-color-6);}:root .has-ast-global-color-7-color{color:var(--ast-global-color-7);}:root .has-ast-global-color-7-background-color{background-color:var(--ast-global-color-7);}:root .wp-block-button .has-ast-global-color-7-color{color:var(--ast-global-color-7);}:root .wp-block-button .has-ast-global-color-7-background-color{background-color:var(--ast-global-color-7);}:root .has-ast-global-color-8-color{color:var(--ast-global-color-8);}:root .has-ast-global-color-8-background-color{background-color:var(--ast-global-color-8);}:root .wp-block-button .has-ast-global-color-8-color{color:var(--ast-global-color-8);}:root .wp-block-button .has-ast-global-color-8-background-color{background-color:var(--ast-global-color-8);}:root{--ast-global-color-0:#046bd2;--ast-global-color-1:#045cb4;--ast-global-color-2:#1e293b;--ast-global-color-3:#334155;--ast-global-color-4:#f9fafb;--ast-global-color-5:#FFFFFF;--ast-global-color-6:#e2e8f0;--ast-global-color-7:#cbd5e1;--ast-global-color-8:#94a3b8;}:root {--ast-border-color : var(--ast-global-color-6);}.ast-single-entry-banner {-js-display: flex;display: flex;flex-direction: column;justify-content: center;text-align: center;position: relative;background: #eeeeee;}.ast-single-entry-banner[data-banner-layout="layout-1"] {max-width: 1200px;background: inherit;padding: 20px 0;}.ast-single-entry-banner[data-banner-width-type="custom"] {margin: 0 auto;width: 100%;}.ast-single-entry-banner + .site-content .entry-header {margin-bottom: 0;}.site .ast-author-avatar {--ast-author-avatar-size: ;}a.ast-underline-text {text-decoration: underline;}.ast-container > .ast-terms-link {position: relative;display: block;}a.ast-button.ast-badge-tax {padding: 4px 8px;border-radius: 3px;font-size: inherit;}header.entry-header:not(.related-entry-header) .entry-title{font-weight:600;font-size:32px;font-size:2rem;}header.entry-header:not(.related-entry-header) > *:not(:last-child){margin-bottom:10px;}.ast-archive-entry-banner {-js-display: flex;display: flex;flex-direction: column;justify-content: center;text-align: center;position: relative;background: #eeeeee;}.ast-archive-entry-banner[data-banner-width-type="custom"] {margin: 0 auto;width: 100%;}.ast-archive-entry-banner[data-banner-layout="layout-1"] {background: inherit;padding: 20px 0;text-align: left;}body.archive .ast-archive-description{max-width:1200px;width:100%;text-align:left;padding-top:3em;padding-right:3em;padding-bottom:3em;padding-left:3em;}body.archive .ast-archive-description .ast-archive-title,body.archive .ast-archive-description .ast-archive-title *{font-weight:600;font-size:32px;font-size:2rem;}body.archive .ast-archive-description > *:not(:last-child){margin-bottom:10px;}@media (max-width:921px){body.archive .ast-archive-description{text-align:left;}}@media (max-width:544px){body.archive .ast-archive-description{text-align:left;}}.ast-breadcrumbs .trail-browse,.ast-breadcrumbs .trail-items,.ast-breadcrumbs .trail-items li{display:inline-block;margin:0;padding:0;border:none;background:inherit;text-indent:0;text-decoration:none;}.ast-breadcrumbs .trail-browse{font-size:inherit;font-style:inherit;font-weight:inherit;color:inherit;}.ast-breadcrumbs .trail-items{list-style:none;}.trail-items li::after{padding:0 0.3em;content:"\00bb";}.trail-items li:last-of-type::after{display:none;}h1,.entry-content h1,h2,.entry-content h2,h3,.entry-content h3,h4,.entry-content h4,h5,.entry-content h5,h6,.entry-content h6{color:var(--ast-global-color-2);}.entry-title a{color:var(--ast-global-color-2);}@media (max-width:921px){.ast-builder-grid-row-container.ast-builder-grid-row-tablet-3-firstrow .ast-builder-grid-row > *:first-child,.ast-builder-grid-row-container.ast-builder-grid-row-tablet-3-lastrow .ast-builder-grid-row > *:last-child{grid-column:1 / -1;}}@media (max-width:544px){.ast-builder-grid-row-container.ast-builder-grid-row-mobile-3-firstrow .ast-builder-grid-row > *:first-child,.ast-builder-grid-row-container.ast-builder-grid-row-mobile-3-lastrow .ast-builder-grid-row > *:last-child{grid-column:1 / -1;}}.ast-builder-layout-element[data-section="title_tagline"]{display:flex;}@media (max-width:921px){.ast-header-break-point .ast-builder-layout-element[data-section="title_tagline"]{display:flex;}}@media (max-width:544px){.ast-header-break-point .ast-builder-layout-element[data-section="title_tagline"]{display:flex;}}.ast-builder-menu-1{font-family:inherit;font-weight:inherit;}.ast-builder-menu-1 .menu-item > .menu-link{color:var(--ast-global-color-3);}.ast-builder-menu-1 .menu-item > .ast-menu-toggle{color:var(--ast-global-color-3);}.ast-builder-menu-1 .menu-item:hover > .menu-link,.ast-builder-menu-1 .inline-on-mobile .menu-item:hover > .ast-menu-toggle{color:var(--ast-global-color-1);}.ast-builder-menu-1 .menu-item:hover > .ast-menu-toggle{color:var(--ast-global-color-1);}.ast-builder-menu-1 .menu-item.current-menu-item > .menu-link,.ast-builder-menu-1 .inline-on-mobile .menu-item.current-menu-item > .ast-menu-toggle,.ast-builder-menu-1 .current-menu-ancestor > .menu-link{color:var(--ast-global-color-1);}.ast-builder-menu-1 .menu-item.current-menu-item > .ast-menu-toggle{color:var(--ast-global-color-1);}.ast-builder-menu-1 .sub-menu,.ast-builder-menu-1 .inline-on-mobile .sub-menu{border-top-width:2px;border-bottom-width:0px;border-right-width:0px;border-left-width:0px;border-color:var(--ast-global-color-0);border-style:solid;}.ast-builder-menu-1 .main-header-menu > .menu-item > .sub-menu,.ast-builder-menu-1 .main-header-menu > .menu-item > .astra-full-megamenu-wrapper{margin-top:0px;}.ast-desktop .ast-builder-menu-1 .main-header-menu > .menu-item > .sub-menu:before,.ast-desktop .ast-builder-menu-1 .main-header-menu > .menu-item > .astra-full-megamenu-wrapper:before{height:calc( 0px + 5px );}.ast-desktop .ast-builder-menu-1 .menu-item .sub-menu .menu-link{border-style:none;}@media (max-width:921px){.ast-header-break-point .ast-builder-menu-1 .menu-item.menu-item-has-children > .ast-menu-toggle{top:0;}.ast-builder-menu-1 .inline-on-mobile .menu-item.menu-item-has-children > .ast-menu-toggle{right:-15px;}.ast-builder-menu-1 .menu-item-has-children > .menu-link:after{content:unset;}.ast-builder-menu-1 .main-header-menu > .menu-item > .sub-menu,.ast-builder-menu-1 .main-header-menu > .menu-item > .astra-full-megamenu-wrapper{margin-top:0;}}@media (max-width:544px){.ast-header-break-point .ast-builder-menu-1 .menu-item.menu-item-has-children > .ast-menu-toggle{top:0;}.ast-builder-menu-1 .main-header-menu > .menu-item > .sub-menu,.ast-builder-menu-1 .main-header-menu > .menu-item > .astra-full-megamenu-wrapper{margin-top:0;}}.ast-builder-menu-1{display:flex;}@media (max-width:921px){.ast-header-break-point .ast-builder-menu-1{display:flex;}}@media (max-width:544px){.ast-header-break-point .ast-builder-menu-1{display:flex;}}.site-below-footer-wrap{padding-top:20px;padding-bottom:20px;}.site-below-footer-wrap[data-section="section-below-footer-builder"]{background-color:var(--ast-global-color-5);;min-height:80px;border-style:solid;border-width:0px;border-top-width:1px;border-top-color:var(--ast-global-color-6);}.site-below-footer-wrap[data-section="section-below-footer-builder"] .ast-builder-grid-row{max-width:1200px;min-height:80px;margin-left:auto;margin-right:auto;}.site-below-footer-wrap[data-section="section-below-footer-builder"] .ast-builder-grid-row,.site-below-footer-wrap[data-section="section-below-footer-builder"] .site-footer-section{align-items:flex-start;}.site-below-footer-wrap[data-section="section-below-footer-builder"].ast-footer-row-inline .site-footer-section{display:flex;margin-bottom:0;}.ast-builder-grid-row-full .ast-builder-grid-row{grid-template-columns:1fr;}@media (max-width:921px){.site-below-footer-wrap[data-section="section-below-footer-builder"].ast-footer-row-tablet-inline .site-footer-section{display:flex;margin-bottom:0;}.site-below-footer-wrap[data-section="section-below-footer-builder"].ast-footer-row-tablet-stack .site-footer-section{display:block;margin-bottom:10px;}.ast-builder-grid-row-container.ast-builder-grid-row-tablet-full .ast-builder-grid-row{grid-template-columns:1fr;}}@media (max-width:544px){.site-below-footer-wrap[data-section="section-below-footer-builder"].ast-footer-row-mobile-inline .site-footer-section{display:flex;margin-bottom:0;}.site-below-footer-wrap[data-section="section-below-footer-builder"].ast-footer-row-mobile-stack .site-footer-section{display:block;margin-bottom:10px;}.ast-builder-grid-row-container.ast-builder-grid-row-mobile-full .ast-builder-grid-row{grid-template-columns:1fr;}}.site-below-footer-wrap[data-section="section-below-footer-builder"]{display:grid;}@media (max-width:921px){.ast-header-break-point .site-below-footer-wrap[data-section="section-below-footer-builder"]{display:grid;}}@media (max-width:544px){.ast-header-break-point .site-below-footer-wrap[data-section="section-below-footer-builder"]{display:grid;}}.ast-footer-copyright{text-align:center;}.ast-footer-copyright {color:var(--ast-global-color-3);}@media (max-width:921px){.ast-footer-copyright{text-align:center;}}@media (max-width:544px){.ast-footer-copyright{text-align:center;}}.ast-footer-copyright {font-size:16px;font-size:1rem;}.ast-footer-copyright.ast-builder-layout-element{display:flex;}@media (max-width:921px){.ast-header-break-point .ast-footer-copyright.ast-builder-layout-element{display:flex;}}@media (max-width:544px){.ast-header-break-point .ast-footer-copyright.ast-builder-layout-element{display:flex;}}.site-primary-footer-wrap{padding-top:45px;padding-bottom:45px;}.site-primary-footer-wrap[data-section="section-primary-footer-builder"]{background-color:#f9f9f9;;background-image:none;;border-style:solid;border-width:0px;border-top-width:1px;border-top-color:#e6e6e6;}.site-primary-footer-wrap[data-section="section-primary-footer-builder"] .ast-builder-grid-row{max-width:1200px;margin-left:auto;margin-right:auto;}.site-primary-footer-wrap[data-section="section-primary-footer-builder"] .ast-builder-grid-row,.site-primary-footer-wrap[data-section="section-primary-footer-builder"] .site-footer-section{align-items:flex-start;}.site-primary-footer-wrap[data-section="section-primary-footer-builder"].ast-footer-row-inline .site-footer-section{display:flex;margin-bottom:0;}.ast-builder-grid-row-3-equal .ast-builder-grid-row{grid-template-columns:repeat( 3,1fr );}@media (max-width:921px){.site-primary-footer-wrap[data-section="section-primary-footer-builder"].ast-footer-row-tablet-inline .site-footer-section{display:flex;margin-bottom:0;}.site-primary-footer-wrap[data-section="section-primary-footer-builder"].ast-footer-row-tablet-stack .site-footer-section{display:block;margin-bottom:10px;}.ast-builder-grid-row-container.ast-builder-grid-row-tablet-3-equal .ast-builder-grid-row{grid-template-columns:repeat( 3,1fr );}}@media (max-width:544px){.site-primary-footer-wrap[data-section="section-primary-footer-builder"].ast-footer-row-mobile-inline .site-footer-section{display:flex;margin-bottom:0;}.site-primary-footer-wrap[data-section="section-primary-footer-builder"].ast-footer-row-mobile-stack .site-footer-section{display:block;margin-bottom:10px;}.ast-builder-grid-row-container.ast-builder-grid-row-mobile-full .ast-builder-grid-row{grid-template-columns:1fr;}}.site-primary-footer-wrap[data-section="section-primary-footer-builder"]{display:grid;}@media (max-width:921px){.ast-header-break-point .site-primary-footer-wrap[data-section="section-primary-footer-builder"]{display:grid;}}@media (max-width:544px){.ast-header-break-point .site-primary-footer-wrap[data-section="section-primary-footer-builder"]{display:grid;}}.footer-widget-area[data-section="sidebar-widgets-footer-widget-1"].footer-widget-area-inner{text-align:left;}.footer-widget-area[data-section="sidebar-widgets-footer-widget-2"].footer-widget-area-inner{text-align:left;}.footer-widget-area[data-section="sidebar-widgets-footer-widget-3"].footer-widget-area-inner{text-align:left;}.footer-widget-area.widget-area.site-footer-focus-item{width:auto;}.footer-widget-area[data-section="sidebar-widgets-footer-widget-1"]{margin-top:0px;margin-bottom:0px;margin-left:30px;margin-right:0px;}.footer-widget-area[data-section="sidebar-widgets-footer-widget-1"]{display:block;}@media (max-width:921px){.ast-header-break-point .footer-widget-area[data-section="sidebar-widgets-footer-widget-1"]{display:block;}}@media (max-width:544px){.ast-header-break-point .footer-widget-area[data-section="sidebar-widgets-footer-widget-1"]{display:block;}}.footer-widget-area[data-section="sidebar-widgets-footer-widget-2"]{margin-left:30px;}.footer-widget-area[data-section="sidebar-widgets-footer-widget-2"]{display:block;}@media (max-width:921px){.ast-header-break-point .footer-widget-area[data-section="sidebar-widgets-footer-widget-2"]{display:block;}}@media (max-width:544px){.ast-header-break-point .footer-widget-area[data-section="sidebar-widgets-footer-widget-2"]{display:block;}}.footer-widget-area[data-section="sidebar-widgets-footer-widget-3"]{margin-left:30px;}.footer-widget-area[data-section="sidebar-widgets-footer-widget-3"]{display:block;}@media (max-width:921px){.ast-header-break-point .footer-widget-area[data-section="sidebar-widgets-footer-widget-3"]{display:block;}}@media (max-width:544px){.ast-header-break-point .footer-widget-area[data-section="sidebar-widgets-footer-widget-3"]{display:block;}}.ast-desktop .ast-mega-menu-enabled .ast-builder-menu-1 div:not( .astra-full-megamenu-wrapper) .sub-menu,.ast-builder-menu-1 .inline-on-mobile .sub-menu,.ast-desktop .ast-builder-menu-1 .astra-full-megamenu-wrapper,.ast-desktop .ast-builder-menu-1 .menu-item .sub-menu{box-shadow:0px 4px 10px -2px rgba(0,0,0,0.1);}.ast-desktop .ast-mobile-popup-drawer.active .ast-mobile-popup-inner{max-width:35%;}@media (max-width:921px){.ast-mobile-popup-drawer.active .ast-mobile-popup-inner{max-width:90%;}}@media (max-width:544px){.ast-mobile-popup-drawer.active .ast-mobile-popup-inner{max-width:90%;}}.ast-header-break-point .main-header-bar{border-bottom-width:1px;}@media (min-width:922px){.main-header-bar{border-bottom-width:1px;}}@media (min-width:922px){#primary{width:70%;}#secondary{width:30%;}}.main-header-menu .menu-item,#astra-footer-menu .menu-item,.main-header-bar .ast-masthead-custom-menu-items{-js-display:flex;display:flex;-webkit-box-pack:center;-webkit-justify-content:center;-moz-box-pack:center;-ms-flex-pack:center;justify-content:center;-webkit-box-orient:vertical;-webkit-box-direction:normal;-webkit-flex-direction:column;-moz-box-orient:vertical;-moz-box-direction:normal;-ms-flex-direction:column;flex-direction:column;}.main-header-menu > .menu-item > .menu-link,#astra-footer-menu > .menu-item > .menu-link{height:100%;-webkit-box-align:center;-webkit-align-items:center;-moz-box-align:center;-ms-flex-align:center;align-items:center;-js-display:flex;display:flex;}.ast-header-break-point .main-navigation ul .menu-item .menu-link .icon-arrow:first-of-type svg{top:.2em;margin-top:0px;margin-left:0px;width:.65em;transform:translate(0,-2px) rotateZ(270deg);}.ast-mobile-popup-content .ast-submenu-expanded > .ast-menu-toggle{transform:rotateX(180deg);overflow-y:auto;}@media (min-width:922px){.ast-builder-menu .main-navigation > ul > li:last-child a{margin-right:0;}}.ast-separate-container .ast-article-inner{background-color:var(--ast-global-color-5);;}@media (max-width:921px){.ast-separate-container .ast-article-inner{background-color:var(--ast-global-color-5);;}}@media (max-width:544px){.ast-separate-container .ast-article-inner{background-color:var(--ast-global-color-5);;}}.ast-separate-container .ast-article-single:not(.ast-related-post),.woocommerce.ast-separate-container .ast-woocommerce-container,.ast-separate-container .error-404,.ast-separate-container .no-results,.single.ast-separate-container .site-main .ast-author-meta,.ast-separate-container .related-posts-title-wrapper,.ast-separate-container .comments-count-wrapper,.ast-box-layout.ast-plain-container .site-content,.ast-padded-layout.ast-plain-container .site-content,.ast-separate-container .ast-archive-description,.ast-separate-container .comments-area .comment-respond,.ast-separate-container .comments-area .ast-comment-list li,.ast-separate-container .comments-area .comments-title{background-color:var(--ast-global-color-5);;}@media (max-width:921px){.ast-separate-container .ast-article-single:not(.ast-related-post),.woocommerce.ast-separate-container .ast-woocommerce-container,.ast-separate-container .error-404,.ast-separate-container .no-results,.single.ast-separate-container .site-main .ast-author-meta,.ast-separate-container .related-posts-title-wrapper,.ast-separate-container .comments-count-wrapper,.ast-box-layout.ast-plain-container .site-content,.ast-padded-layout.ast-plain-container .site-content,.ast-separate-container .ast-archive-description{background-color:var(--ast-global-color-5);;}}@media (max-width:544px){.ast-separate-container .ast-article-single:not(.ast-related-post),.woocommerce.ast-separate-container .ast-woocommerce-container,.ast-separate-container .error-404,.ast-separate-container .no-results,.single.ast-separate-container .site-main .ast-author-meta,.ast-separate-container .related-posts-title-wrapper,.ast-separate-container .comments-count-wrapper,.ast-box-layout.ast-plain-container .site-content,.ast-padded-layout.ast-plain-container .site-content,.ast-separate-container .ast-archive-description{background-color:var(--ast-global-color-5);;}}.ast-separate-container.ast-two-container #secondary .widget{background-color:var(--ast-global-color-5);;}@media (max-width:921px){.ast-separate-container.ast-two-container #secondary .widget{background-color:var(--ast-global-color-5);;}}@media (max-width:544px){.ast-separate-container.ast-two-container #secondary .widget{background-color:var(--ast-global-color-5);;}}.ast-plain-container,.ast-page-builder-template{background-color:var(--ast-global-color-5);;}@media (max-width:921px){.ast-plain-container,.ast-page-builder-template{background-color:var(--ast-global-color-5);;}}@media (max-width:544px){.ast-plain-container,.ast-page-builder-template{background-color:var(--ast-global-color-5);;}}.ast-related-post-title,.entry-meta * {word-break: break-word;}.ast-related-post-cta.read-more .ast-related-post-link {text-decoration: none;}.ast-page-builder-template .ast-related-post .entry-header,.ast-related-post-content .entry-header,.ast-related-post-content .entry-meta {margin: 1em auto 1em auto;padding: 0;}.ast-related-posts-wrapper {display: grid;grid-column-gap: 25px;grid-row-gap: 25px;}.ast-related-posts-wrapper .ast-related-post,.ast-related-post-featured-section {padding: 0;margin: 0;width: 100%;position: relative;}.ast-related-posts-inner-section {height: 100%;}.post-has-thumb + .entry-header,.post-has-thumb + .entry-content {margin-top: 1em;}.ast-related-post-content .entry-meta {margin-top: 0.5em;}.ast-related-posts-inner-section .post-thumb-img-content {margin: 0;position: relative;}.ast-single-related-posts-container {border-top: 1px solid var(--ast-single-post-border,var(--ast-border-color));}.ast-separate-container .ast-single-related-posts-container {border-top: 0;}.ast-single-related-posts-container {padding-top: 2em;}.ast-related-posts-title-section {padding-bottom: 2em;}.ast-page-builder-template .ast-single-related-posts-container {margin-top: 0;padding-left: 20px;padding-right: 20px;}@media (max-width: 544px) {.ast-related-posts-title-section {padding-bottom: 1.5em;}}.ast-single-related-posts-container .ast-related-posts-wrapper{grid-template-columns:repeat( 3,1fr );}.ast-related-posts-inner-section .ast-date-meta .posted-on,.ast-related-posts-inner-section .ast-date-meta .posted-on *{background:var(--ast-global-color-0);color:#ffffff;}.ast-related-posts-inner-section .ast-date-meta .posted-on .date-month,.ast-related-posts-inner-section .ast-date-meta .posted-on .date-year{color:#ffffff;}.ast-single-related-posts-container{background-color:var(--ast-global-color-5);;}.ast-related-posts-title{color:var(--ast-global-color-2);font-size:26px;font-size:1.625rem;line-height:1.6em;}.ast-related-posts-title-section .ast-related-posts-title{text-align:left;}.ast-related-post-content .entry-header .ast-related-post-title,.ast-related-post-content .entry-header .ast-related-post-title a{color:var(--ast-global-color-2);font-weight:500;font-size:20px;font-size:1.25rem;line-height:1em;}.ast-related-post-content .entry-meta,.ast-related-post-content .entry-meta *{font-size:14px;font-size:0.875rem;line-height:1.6em;}.ast-related-post-excerpt{color:var(--ast-global-color-2);}.ast-related-post-content .post-thumb-img-content img{aspect-ratio:16/9;}.ast-related-cat-style--badge .cat-links > a,.ast-related-tag-style--badge .tags-links > a{border-style:solid;border-top-width:0;border-right-width:0;border-left-width:0;border-bottom-width:0;padding:4px 8px;border-radius:3px;font-size:inherit;color:#fff;border-color:var(--ast-global-color-0);background-color:var(--ast-global-color-0);}.ast-related-cat-style--badge .cat-links > a:hover,.ast-related-tag-style--badge .tags-links > a:hover{color:#fff;background-color:var(--ast-global-color-1);border-color:var(--ast-global-color-1);}.ast-related-cat-style--underline .cat-links > a,.ast-related-tag-style--underline .tags-links > a{text-decoration:underline;}@media (max-width:921px){.ast-single-related-posts-container .ast-related-posts-wrapper .ast-related-post{width:100%;}.ast-single-related-posts-container .ast-related-posts-wrapper{grid-template-columns:repeat( 2,1fr );}.ast-single-related-posts-container{background-color:var(--ast-global-color-5);;}}@media (max-width:544px){.ast-single-related-posts-container .ast-related-posts-wrapper{grid-template-columns:1fr;}.ast-single-related-posts-container{background-color:var(--ast-global-color-5);;}}.site .ast-single-related-posts-container{padding-top:2.5em;padding-bottom:2.5em;padding-left:2.5em;padding-right:2.5em;margin-top:2em;}#ast-scroll-top {display: none;position: fixed;text-align: center;cursor: pointer;z-index: 99;width: 2.1em;height: 2.1em;line-height: 2.1;color: #ffffff;border-radius: 2px;content: "";outline: inherit;}@media (min-width: 769px) {#ast-scroll-top {content: "769";}}#ast-scroll-top .ast-icon.icon-arrow svg {margin-left: 0px;vertical-align: middle;transform: translate(0,-20%) rotate(180deg);width: 1.6em;}.ast-scroll-to-top-right {right: 30px;bottom: 30px;}.ast-scroll-to-top-left {left: 30px;bottom: 30px;}#ast-scroll-top{background-color:var(--ast-global-color-0);font-size:15px;font-size:0.9375rem;}@media (max-width:921px){#ast-scroll-top .ast-icon.icon-arrow svg{width:1em;}}.ast-mobile-header-content > *,.ast-desktop-header-content > * {padding: 10px 0;height: auto;}.ast-mobile-header-content > *:first-child,.ast-desktop-header-content > *:first-child {padding-top: 10px;}.ast-mobile-header-content > .ast-builder-menu,.ast-desktop-header-content > .ast-builder-menu {padding-top: 0;}.ast-mobile-header-content > *:last-child,.ast-desktop-header-content > *:last-child {padding-bottom: 0;}.ast-mobile-header-content .ast-search-menu-icon.ast-inline-search label,.ast-desktop-header-content .ast-search-menu-icon.ast-inline-search label {width: 100%;}.ast-desktop-header-content .main-header-bar-navigation .ast-submenu-expanded > .ast-menu-toggle::before {transform: rotateX(180deg);}#ast-desktop-header .ast-desktop-header-content,.ast-mobile-header-content .ast-search-icon,.ast-desktop-header-content .ast-search-icon,.ast-mobile-header-wrap .ast-mobile-header-content,.ast-main-header-nav-open.ast-popup-nav-open .ast-mobile-header-wrap .ast-mobile-header-content,.ast-main-header-nav-open.ast-popup-nav-open .ast-desktop-header-content {display: none;}.ast-main-header-nav-open.ast-header-break-point #ast-desktop-header .ast-desktop-header-content,.ast-main-header-nav-open.ast-header-break-point .ast-mobile-header-wrap .ast-mobile-header-content {display: block;}.ast-desktop .ast-desktop-header-content .astra-menu-animation-slide-up > .menu-item > .sub-menu,.ast-desktop .ast-desktop-header-content .astra-menu-animation-slide-up > .menu-item .menu-item > .sub-menu,.ast-desktop .ast-desktop-header-content .astra-menu-animation-slide-down > .menu-item > .sub-menu,.ast-desktop .ast-desktop-header-content .astra-menu-animation-slide-down > .menu-item .menu-item > .sub-menu,.ast-desktop .ast-desktop-header-content .astra-menu-animation-fade > .menu-item > .sub-menu,.ast-desktop .ast-desktop-header-content .astra-menu-animation-fade > .menu-item .menu-item > .sub-menu {opacity: 1;visibility: visible;}.ast-hfb-header.ast-default-menu-enable.ast-header-break-point .ast-mobile-header-wrap .ast-mobile-header-content .main-header-bar-navigation {width: unset;margin: unset;}.ast-mobile-header-content.content-align-flex-end .main-header-bar-navigation .menu-item-has-children > .ast-menu-toggle,.ast-desktop-header-content.content-align-flex-end .main-header-bar-navigation .menu-item-has-children > .ast-menu-toggle {left: calc( 20px - 0.907em);right: auto;}.ast-mobile-header-content .ast-search-menu-icon,.ast-mobile-header-content .ast-search-menu-icon.slide-search,.ast-desktop-header-content .ast-search-menu-icon,.ast-desktop-header-content .ast-search-menu-icon.slide-search {width: 100%;position: relative;display: block;right: auto;transform: none;}.ast-mobile-header-content .ast-search-menu-icon.slide-search .search-form,.ast-mobile-header-content .ast-search-menu-icon .search-form,.ast-desktop-header-content .ast-search-menu-icon.slide-search .search-form,.ast-desktop-header-content .ast-search-menu-icon .search-form {right: 0;visibility: visible;opacity: 1;position: relative;top: auto;transform: none;padding: 0;display: block;overflow: hidden;}.ast-mobile-header-content .ast-search-menu-icon.ast-inline-search .search-field,.ast-mobile-header-content .ast-search-menu-icon .search-field,.ast-desktop-header-content .ast-search-menu-icon.ast-inline-search .search-field,.ast-desktop-header-content .ast-search-menu-icon .search-field {width: 100%;padding-right: 5.5em;}.ast-mobile-header-content .ast-search-menu-icon .search-submit,.ast-desktop-header-content .ast-search-menu-icon .search-submit {display: block;position: absolute;height: 100%;top: 0;right: 0;padding: 0 1em;border-radius: 0;}.ast-hfb-header.ast-default-menu-enable.ast-header-break-point .ast-mobile-header-wrap .ast-mobile-header-content .main-header-bar-navigation ul .sub-menu .menu-link {padding-left: 30px;}.ast-hfb-header.ast-default-menu-enable.ast-header-break-point .ast-mobile-header-wrap .ast-mobile-header-content .main-header-bar-navigation .sub-menu .menu-item .menu-item .menu-link {padding-left: 40px;}.ast-mobile-popup-drawer.active .ast-mobile-popup-inner{background-color:#ffffff;;}.ast-mobile-header-wrap .ast-mobile-header-content,.ast-desktop-header-content{background-color:#ffffff;;}.ast-mobile-popup-content > *,.ast-mobile-header-content > *,.ast-desktop-popup-content > *,.ast-desktop-header-content > *{padding-top:0px;padding-bottom:0px;}.content-align-flex-start .ast-builder-layout-element{justify-content:flex-start;}.content-align-flex-start .main-header-menu{text-align:left;}.ast-mobile-popup-drawer.active .menu-toggle-close{color:#3a3a3a;}.ast-mobile-header-wrap .ast-primary-header-bar,.ast-primary-header-bar .site-primary-header-wrap{min-height:80px;}.ast-desktop .ast-primary-header-bar .main-header-menu > .menu-item{line-height:80px;}.ast-header-break-point #masthead .ast-mobile-header-wrap .ast-primary-header-bar,.ast-header-break-point #masthead .ast-mobile-header-wrap .ast-below-header-bar,.ast-header-break-point #masthead .ast-mobile-header-wrap .ast-above-header-bar{padding-left:20px;padding-right:20px;}.ast-header-break-point .ast-primary-header-bar{border-bottom-width:1px;border-bottom-color:#eaeaea;border-bottom-style:solid;}@media (min-width:922px){.ast-primary-header-bar{border-bottom-width:1px;border-bottom-color:#eaeaea;border-bottom-style:solid;}}.ast-primary-header-bar{background-color:#ffffff;;background-image:none;;}.ast-primary-header-bar{display:block;}@media (max-width:921px){.ast-header-break-point .ast-primary-header-bar{display:grid;}}@media (max-width:544px){.ast-header-break-point .ast-primary-header-bar{display:grid;}}[data-section="section-header-mobile-trigger"] .ast-button-wrap .ast-mobile-menu-trigger-minimal{color:var(--ast-global-color-0);border:none;background:transparent;}[data-section="section-header-mobile-trigger"] .ast-button-wrap .mobile-menu-toggle-icon .ast-mobile-svg{width:20px;height:20px;fill:var(--ast-global-color-0);}[data-section="section-header-mobile-trigger"] .ast-button-wrap .mobile-menu-wrap .mobile-menu{color:var(--ast-global-color-0);}.ast-builder-menu-mobile .main-navigation .main-header-menu .menu-item > .menu-link{color:var(--ast-global-color-3);}.ast-builder-menu-mobile .main-navigation .main-header-menu .menu-item > .ast-menu-toggle{color:var(--ast-global-color-3);}.ast-builder-menu-mobile .main-navigation .menu-item:hover > .menu-link,.ast-builder-menu-mobile .main-navigation .inline-on-mobile .menu-item:hover > .ast-menu-toggle{color:var(--ast-global-color-1);}.ast-builder-menu-mobile .main-navigation .menu-item:hover > .ast-menu-toggle{color:var(--ast-global-color-1);}.ast-builder-menu-mobile .main-navigation .menu-item.current-menu-item > .menu-link,.ast-builder-menu-mobile .main-navigation .inline-on-mobile .menu-item.current-menu-item > .ast-menu-toggle,.ast-builder-menu-mobile .main-navigation .menu-item.current-menu-ancestor > .menu-link,.ast-builder-menu-mobile .main-navigation .menu-item.current-menu-ancestor > .ast-menu-toggle{color:var(--ast-global-color-1);}.ast-builder-menu-mobile .main-navigation .menu-item.current-menu-item > .ast-menu-toggle{color:var(--ast-global-color-1);}.ast-builder-menu-mobile .main-navigation .menu-item.menu-item-has-children > .ast-menu-toggle{top:0;}.ast-builder-menu-mobile .main-navigation .menu-item-has-children > .menu-link:after{content:unset;}.ast-hfb-header .ast-builder-menu-mobile .main-header-menu,.ast-hfb-header .ast-builder-menu-mobile .main-navigation .menu-item .menu-link,.ast-hfb-header .ast-builder-menu-mobile .main-navigation .menu-item .sub-menu .menu-link{border-style:none;}.ast-builder-menu-mobile .main-navigation .menu-item.menu-item-has-children > .ast-menu-toggle{top:0;}@media (max-width:921px){.ast-builder-menu-mobile .main-navigation .main-header-menu .menu-item > .menu-link{color:var(--ast-global-color-3);}.ast-builder-menu-mobile .main-navigation .menu-item > .ast-menu-toggle{color:var(--ast-global-color-3);}.ast-builder-menu-mobile .main-navigation .menu-item:hover > .menu-link,.ast-builder-menu-mobile .main-navigation .inline-on-mobile .menu-item:hover > .ast-menu-toggle{color:var(--ast-global-color-1);background:var(--ast-global-color-4);}.ast-builder-menu-mobile .main-navigation .menu-item:hover > .ast-menu-toggle{color:var(--ast-global-color-1);}.ast-builder-menu-mobile .main-navigation .menu-item.current-menu-item > .menu-link,.ast-builder-menu-mobile .main-navigation .inline-on-mobile .menu-item.current-menu-item > .ast-menu-toggle,.ast-builder-menu-mobile .main-navigation .menu-item.current-menu-ancestor > .menu-link,.ast-builder-menu-mobile .main-navigation .menu-item.current-menu-ancestor > .ast-menu-toggle{color:var(--ast-global-color-1);background:var(--ast-global-color-4);}.ast-builder-menu-mobile .main-navigation .menu-item.current-menu-item > .ast-menu-toggle{color:var(--ast-global-color-1);}.ast-builder-menu-mobile .main-navigation .menu-item.menu-item-has-children > .ast-menu-toggle{top:0;}.ast-builder-menu-mobile .main-navigation .menu-item-has-children > .menu-link:after{content:unset;}.ast-builder-menu-mobile .main-navigation .main-header-menu,.ast-builder-menu-mobile .main-navigation .main-header-menu .sub-menu{background-color:var(--ast-global-color-5);;background-image:none;;}}@media (max-width:544px){.ast-builder-menu-mobile .main-navigation .menu-item.menu-item-has-children > .ast-menu-toggle{top:0;}}.ast-builder-menu-mobile .main-navigation{display:block;}@media (max-width:921px){.ast-header-break-point .ast-builder-menu-mobile .main-navigation{display:block;}}@media (max-width:544px){.ast-header-break-point .ast-builder-menu-mobile .main-navigation{display:block;}} </style> <style id="global-styles-inline-css"> body{--wp--preset--color--black: #000000;--wp--preset--color--cyan-bluish-gray: #abb8c3;--wp--preset--color--white: #ffffff;--wp--preset--color--pale-pink: #f78da7;--wp--preset--color--vivid-red: #cf2e2e;--wp--preset--color--luminous-vivid-orange: #ff6900;--wp--preset--color--luminous-vivid-amber: #fcb900;--wp--preset--color--light-green-cyan: #7bdcb5;--wp--preset--color--vivid-green-cyan: #00d084;--wp--preset--color--pale-cyan-blue: #8ed1fc;--wp--preset--color--vivid-cyan-blue: #0693e3;--wp--preset--color--vivid-purple: #9b51e0;--wp--preset--color--ast-global-color-0: var(--ast-global-color-0);--wp--preset--color--ast-global-color-1: var(--ast-global-color-1);--wp--preset--color--ast-global-color-2: var(--ast-global-color-2);--wp--preset--color--ast-global-color-3: var(--ast-global-color-3);--wp--preset--color--ast-global-color-4: var(--ast-global-color-4);--wp--preset--color--ast-global-color-5: var(--ast-global-color-5);--wp--preset--color--ast-global-color-6: var(--ast-global-color-6);--wp--preset--color--ast-global-color-7: var(--ast-global-color-7);--wp--preset--color--ast-global-color-8: var(--ast-global-color-8);--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple: linear-gradient(135deg,rgba(6,147,227,1) 0%,rgb(155,81,224) 100%);--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan: linear-gradient(135deg,rgb(122,220,180) 0%,rgb(0,208,130) 100%);--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange: linear-gradient(135deg,rgba(252,185,0,1) 0%,rgba(255,105,0,1) 100%);--wp--preset--gradient--luminous-vivid-orange-to-vivid-red: linear-gradient(135deg,rgba(255,105,0,1) 0%,rgb(207,46,46) 100%);--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray: linear-gradient(135deg,rgb(238,238,238) 0%,rgb(169,184,195) 100%);--wp--preset--gradient--cool-to-warm-spectrum: linear-gradient(135deg,rgb(74,234,220) 0%,rgb(151,120,209) 20%,rgb(207,42,186) 40%,rgb(238,44,130) 60%,rgb(251,105,98) 80%,rgb(254,248,76) 100%);--wp--preset--gradient--blush-light-purple: linear-gradient(135deg,rgb(255,206,236) 0%,rgb(152,150,240) 100%);--wp--preset--gradient--blush-bordeaux: linear-gradient(135deg,rgb(254,205,165) 0%,rgb(254,45,45) 50%,rgb(107,0,62) 100%);--wp--preset--gradient--luminous-dusk: linear-gradient(135deg,rgb(255,203,112) 0%,rgb(199,81,192) 50%,rgb(65,88,208) 100%);--wp--preset--gradient--pale-ocean: linear-gradient(135deg,rgb(255,245,203) 0%,rgb(182,227,212) 50%,rgb(51,167,181) 100%);--wp--preset--gradient--electric-grass: linear-gradient(135deg,rgb(202,248,128) 0%,rgb(113,206,126) 100%);--wp--preset--gradient--midnight: linear-gradient(135deg,rgb(2,3,129) 0%,rgb(40,116,252) 100%);--wp--preset--duotone--dark-grayscale: url('#wp-duotone-dark-grayscale');--wp--preset--duotone--grayscale: url('#wp-duotone-grayscale');--wp--preset--duotone--purple-yellow: url('#wp-duotone-purple-yellow');--wp--preset--duotone--blue-red: url('#wp-duotone-blue-red');--wp--preset--duotone--midnight: url('#wp-duotone-midnight');--wp--preset--duotone--magenta-yellow: url('#wp-duotone-magenta-yellow');--wp--preset--duotone--purple-green: url('#wp-duotone-purple-green');--wp--preset--duotone--blue-orange: url('#wp-duotone-blue-orange');--wp--preset--font-size--small: 13px;--wp--preset--font-size--medium: 20px;--wp--preset--font-size--large: 36px;--wp--preset--font-size--x-large: 42px;--wp--preset--spacing--20: 0.44rem;--wp--preset--spacing--30: 0.67rem;--wp--preset--spacing--40: 1rem;--wp--preset--spacing--50: 1.5rem;--wp--preset--spacing--60: 2.25rem;--wp--preset--spacing--70: 3.38rem;--wp--preset--spacing--80: 5.06rem;}body { margin: 0;--wp--style--global--content-size: var(--wp--custom--ast-content-width-size);--wp--style--global--wide-size: var(--wp--custom--ast-wide-width-size); }.wp-site-blocks > .alignleft { float: left; margin-right: 2em; }.wp-site-blocks > .alignright { float: right; margin-left: 2em; }.wp-site-blocks > .aligncenter { justify-content: center; margin-left: auto; margin-right: auto; }.wp-site-blocks > * { margin-block-start: 0; margin-block-end: 0; }.wp-site-blocks > * + * { margin-block-start: 24px; }body { --wp--style--block-gap: 24px; }body .is-layout-flow > *{margin-block-start: 0;margin-block-end: 0;}body .is-layout-flow > * + *{margin-block-start: 24px;margin-block-end: 0;}body .is-layout-constrained > *{margin-block-start: 0;margin-block-end: 0;}body .is-layout-constrained > * + *{margin-block-start: 24px;margin-block-end: 0;}body .is-layout-flex{gap: 24px;}body .is-layout-flow > .alignleft{float: left;margin-inline-start: 0;margin-inline-end: 2em;}body .is-layout-flow > .alignright{float: right;margin-inline-start: 2em;margin-inline-end: 0;}body .is-layout-flow > .aligncenter{margin-left: auto !important;margin-right: auto !important;}body .is-layout-constrained > .alignleft{float: left;margin-inline-start: 0;margin-inline-end: 2em;}body .is-layout-constrained > .alignright{float: right;margin-inline-start: 2em;margin-inline-end: 0;}body .is-layout-constrained > .aligncenter{margin-left: auto !important;margin-right: auto !important;}body .is-layout-constrained > :where(:not(.alignleft):not(.alignright):not(.alignfull)){max-width: var(--wp--style--global--content-size);margin-left: auto !important;margin-right: auto !important;}body .is-layout-constrained > .alignwide{max-width: var(--wp--style--global--wide-size);}body .is-layout-flex{display: flex;}body .is-layout-flex{flex-wrap: wrap;align-items: center;}body .is-layout-flex > *{margin: 0;}body{padding-top: 0px;padding-right: 0px;padding-bottom: 0px;padding-left: 0px;}a:where(:not(.wp-element-button)){text-decoration: none;}.wp-element-button, .wp-block-button__link{background-color: #32373c;border-width: 0;color: #fff;font-family: inherit;font-size: inherit;line-height: inherit;padding: calc(0.667em + 2px) calc(1.333em + 2px);text-decoration: none;}.has-black-color{color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-color{color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-color{color: var(--wp--preset--color--white) !important;}.has-pale-pink-color{color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-color{color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-color{color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-color{color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-color{color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-color{color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-color{color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-color{color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-color{color: var(--wp--preset--color--vivid-purple) !important;}.has-ast-global-color-0-color{color: var(--wp--preset--color--ast-global-color-0) !important;}.has-ast-global-color-1-color{color: var(--wp--preset--color--ast-global-color-1) !important;}.has-ast-global-color-2-color{color: var(--wp--preset--color--ast-global-color-2) !important;}.has-ast-global-color-3-color{color: var(--wp--preset--color--ast-global-color-3) !important;}.has-ast-global-color-4-color{color: var(--wp--preset--color--ast-global-color-4) !important;}.has-ast-global-color-5-color{color: var(--wp--preset--color--ast-global-color-5) !important;}.has-ast-global-color-6-color{color: var(--wp--preset--color--ast-global-color-6) !important;}.has-ast-global-color-7-color{color: var(--wp--preset--color--ast-global-color-7) !important;}.has-ast-global-color-8-color{color: var(--wp--preset--color--ast-global-color-8) !important;}.has-black-background-color{background-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-background-color{background-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-background-color{background-color: var(--wp--preset--color--white) !important;}.has-pale-pink-background-color{background-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-background-color{background-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-background-color{background-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-background-color{background-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-background-color{background-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-background-color{background-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-background-color{background-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-background-color{background-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-background-color{background-color: var(--wp--preset--color--vivid-purple) !important;}.has-ast-global-color-0-background-color{background-color: var(--wp--preset--color--ast-global-color-0) !important;}.has-ast-global-color-1-background-color{background-color: var(--wp--preset--color--ast-global-color-1) !important;}.has-ast-global-color-2-background-color{background-color: var(--wp--preset--color--ast-global-color-2) !important;}.has-ast-global-color-3-background-color{background-color: var(--wp--preset--color--ast-global-color-3) !important;}.has-ast-global-color-4-background-color{background-color: var(--wp--preset--color--ast-global-color-4) !important;}.has-ast-global-color-5-background-color{background-color: var(--wp--preset--color--ast-global-color-5) !important;}.has-ast-global-color-6-background-color{background-color: var(--wp--preset--color--ast-global-color-6) !important;}.has-ast-global-color-7-background-color{background-color: var(--wp--preset--color--ast-global-color-7) !important;}.has-ast-global-color-8-background-color{background-color: var(--wp--preset--color--ast-global-color-8) !important;}.has-black-border-color{border-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-border-color{border-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-border-color{border-color: var(--wp--preset--color--white) !important;}.has-pale-pink-border-color{border-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-border-color{border-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-border-color{border-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-border-color{border-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-border-color{border-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-border-color{border-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-border-color{border-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-border-color{border-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-border-color{border-color: var(--wp--preset--color--vivid-purple) !important;}.has-ast-global-color-0-border-color{border-color: var(--wp--preset--color--ast-global-color-0) !important;}.has-ast-global-color-1-border-color{border-color: var(--wp--preset--color--ast-global-color-1) !important;}.has-ast-global-color-2-border-color{border-color: var(--wp--preset--color--ast-global-color-2) !important;}.has-ast-global-color-3-border-color{border-color: var(--wp--preset--color--ast-global-color-3) !important;}.has-ast-global-color-4-border-color{border-color: var(--wp--preset--color--ast-global-color-4) !important;}.has-ast-global-color-5-border-color{border-color: var(--wp--preset--color--ast-global-color-5) !important;}.has-ast-global-color-6-border-color{border-color: var(--wp--preset--color--ast-global-color-6) !important;}.has-ast-global-color-7-border-color{border-color: var(--wp--preset--color--ast-global-color-7) !important;}.has-ast-global-color-8-border-color{border-color: var(--wp--preset--color--ast-global-color-8) !important;}.has-vivid-cyan-blue-to-vivid-purple-gradient-background{background: var(--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple) !important;}.has-light-green-cyan-to-vivid-green-cyan-gradient-background{background: var(--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan) !important;}.has-luminous-vivid-amber-to-luminous-vivid-orange-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange) !important;}.has-luminous-vivid-orange-to-vivid-red-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-orange-to-vivid-red) !important;}.has-very-light-gray-to-cyan-bluish-gray-gradient-background{background: var(--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray) !important;}.has-cool-to-warm-spectrum-gradient-background{background: var(--wp--preset--gradient--cool-to-warm-spectrum) !important;}.has-blush-light-purple-gradient-background{background: var(--wp--preset--gradient--blush-light-purple) !important;}.has-blush-bordeaux-gradient-background{background: var(--wp--preset--gradient--blush-bordeaux) !important;}.has-luminous-dusk-gradient-background{background: var(--wp--preset--gradient--luminous-dusk) !important;}.has-pale-ocean-gradient-background{background: var(--wp--preset--gradient--pale-ocean) !important;}.has-electric-grass-gradient-background{background: var(--wp--preset--gradient--electric-grass) !important;}.has-midnight-gradient-background{background: var(--wp--preset--gradient--midnight) !important;}.has-small-font-size{font-size: var(--wp--preset--font-size--small) !important;}.has-medium-font-size{font-size: var(--wp--preset--font-size--medium) !important;}.has-large-font-size{font-size: var(--wp--preset--font-size--large) !important;}.has-x-large-font-size{font-size: var(--wp--preset--font-size--x-large) !important;} .wp-block-navigation a:where(:not(.wp-element-button)){color: inherit;} .wp-block-pullquote{font-size: 1.5em;line-height: 1.6;} </style> <link rel="stylesheet" id="events-manager-css" href="https://www.aitimejournal.com/wp-content/plugins/events-manager/includes/css/events_manager.css?ver=5.95&ez_used_css_s=13" media="all"/> <link rel="stylesheet" id="astra-addon-css-css" href="https://www.aitimejournal.com/wp-content/uploads/astra-addon/astra-addon-676d83aa8c0cd6-95011120.css?ver=4.0.1&ez_used_css_s=13" media="all"/> <style id="astra-addon-css-inline-css"> #content:before{content:"921";position:absolute;overflow:hidden;opacity:0;visibility:hidden;}.single .ast-author-details .author-title{color:var(--ast-global-color-0);}.single.ast-page-builder-template .ast-single-author-box{padding:2em 20px;}.single.ast-separate-container .ast-author-meta{padding:3em;}@media (max-width:921px){.single.ast-separate-container .ast-author-meta{padding:1.5em 2.14em;}.single .ast-author-meta .post-author-avatar{margin-bottom:1em;}.ast-separate-container .ast-grid-2 .ast-article-post,.ast-separate-container .ast-grid-3 .ast-article-post,.ast-separate-container .ast-grid-4 .ast-article-post{width:100%;}.blog-layout-1 .post-content,.blog-layout-1 .ast-blog-featured-section{float:none;}.ast-separate-container .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section:first-child .square .posted-on{margin-top:0;}.ast-separate-container .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section:first-child .circle .posted-on{margin-top:1em;}.ast-separate-container .ast-article-post.remove-featured-img-padding .blog-layout-1 .post-content .ast-blog-featured-section:first-child .post-thumb-img-content{margin-top:-1.5em;}.ast-separate-container .ast-article-post.remove-featured-img-padding .blog-layout-1 .post-thumb-img-content{margin-left:-2.14em;margin-right:-2.14em;}.ast-separate-container .ast-article-single.remove-featured-img-padding .single-layout-1 .entry-header .post-thumb-img-content:first-child{margin-top:-1.5em;}.ast-separate-container .ast-article-single.remove-featured-img-padding .single-layout-1 .post-thumb-img-content{margin-left:-2.14em;margin-right:-2.14em;}.ast-separate-container.ast-blog-grid-2 .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section .square .posted-on,.ast-separate-container.ast-blog-grid-3 .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section .square .posted-on,.ast-separate-container.ast-blog-grid-4 .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section .square .posted-on{margin-left:-1.5em;margin-right:-1.5em;}.ast-separate-container.ast-blog-grid-2 .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section .circle .posted-on,.ast-separate-container.ast-blog-grid-3 .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section .circle .posted-on,.ast-separate-container.ast-blog-grid-4 .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section .circle .posted-on{margin-left:-0.5em;margin-right:-0.5em;}.ast-separate-container.ast-blog-grid-2 .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section:first-child .square .posted-on,.ast-separate-container.ast-blog-grid-3 .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section:first-child .square .posted-on,.ast-separate-container.ast-blog-grid-4 .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section:first-child .square .posted-on{margin-top:0;}.ast-separate-container.ast-blog-grid-2 .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section:first-child .circle .posted-on,.ast-separate-container.ast-blog-grid-3 .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section:first-child .circle .posted-on,.ast-separate-container.ast-blog-grid-4 .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section:first-child .circle .posted-on{margin-top:1em;}.ast-separate-container.ast-blog-grid-2 .ast-article-post.remove-featured-img-padding .blog-layout-1 .post-content .ast-blog-featured-section:first-child .post-thumb-img-content,.ast-separate-container.ast-blog-grid-3 .ast-article-post.remove-featured-img-padding .blog-layout-1 .post-content .ast-blog-featured-section:first-child .post-thumb-img-content,.ast-separate-container.ast-blog-grid-4 .ast-article-post.remove-featured-img-padding .blog-layout-1 .post-content .ast-blog-featured-section:first-child .post-thumb-img-content{margin-top:-1.5em;}.ast-separate-container.ast-blog-grid-2 .ast-article-post.remove-featured-img-padding .blog-layout-1 .post-thumb-img-content,.ast-separate-container.ast-blog-grid-3 .ast-article-post.remove-featured-img-padding .blog-layout-1 .post-thumb-img-content,.ast-separate-container.ast-blog-grid-4 .ast-article-post.remove-featured-img-padding .blog-layout-1 .post-thumb-img-content{margin-left:-1.5em;margin-right:-1.5em;}.blog-layout-2{display:flex;flex-direction:column-reverse;}.ast-separate-container .blog-layout-3,.ast-separate-container .blog-layout-1{display:block;}.ast-plain-container .ast-grid-2 .ast-article-post,.ast-plain-container .ast-grid-3 .ast-article-post,.ast-plain-container .ast-grid-4 .ast-article-post,.ast-page-builder-template .ast-grid-2 .ast-article-post,.ast-page-builder-template .ast-grid-3 .ast-article-post,.ast-page-builder-template .ast-grid-4 .ast-article-post{width:100%;}}@media (max-width:921px){.ast-separate-container .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section .square .posted-on{margin-top:0;margin-left:-2.14em;}.ast-separate-container .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section .circle .posted-on{margin-top:0;margin-left:-1.14em;}}@media (min-width:922px){.ast-separate-container.ast-blog-grid-2 .ast-archive-description,.ast-separate-container.ast-blog-grid-3 .ast-archive-description,.ast-separate-container.ast-blog-grid-4 .ast-archive-description{margin-bottom:1.33333em;}.blog-layout-2.ast-no-thumb .post-content,.blog-layout-3.ast-no-thumb .post-content{width:calc(100% - 5.714285714em);}.blog-layout-2.ast-no-thumb.ast-no-date-box .post-content,.blog-layout-3.ast-no-thumb.ast-no-date-box .post-content{width:100%;}.ast-separate-container .ast-grid-2 .ast-article-post.ast-separate-posts,.ast-separate-container .ast-grid-3 .ast-article-post.ast-separate-posts,.ast-separate-container .ast-grid-4 .ast-article-post.ast-separate-posts{border-bottom:0;}.ast-separate-container .ast-grid-2 > .site-main > .ast-row,.ast-separate-container .ast-grid-3 > .site-main > .ast-row,.ast-separate-container .ast-grid-4 > .site-main > .ast-row{margin-left:0;margin-right:0;display:flex;flex-flow:row wrap;align-items:stretch;}.ast-separate-container .ast-grid-2 > .site-main > .ast-row:before,.ast-separate-container .ast-grid-2 > .site-main > .ast-row:after,.ast-separate-container .ast-grid-3 > .site-main > .ast-row:before,.ast-separate-container .ast-grid-3 > .site-main > .ast-row:after,.ast-separate-container .ast-grid-4 > .site-main > .ast-row:before,.ast-separate-container .ast-grid-4 > .site-main > .ast-row:after{flex-basis:0;width:0;}.ast-separate-container .ast-grid-2 .ast-article-post,.ast-separate-container .ast-grid-3 .ast-article-post,.ast-separate-container .ast-grid-4 .ast-article-post{display:flex;padding:0;}.ast-plain-container .ast-grid-2 > .site-main > .ast-row,.ast-plain-container .ast-grid-3 > .site-main > .ast-row,.ast-plain-container .ast-grid-4 > .site-main > .ast-row,.ast-page-builder-template .ast-grid-2 > .site-main > .ast-row,.ast-page-builder-template .ast-grid-3 > .site-main > .ast-row,.ast-page-builder-template .ast-grid-4 > .site-main > .ast-row{margin-left:-1em;margin-right:-1em;display:flex;flex-flow:row wrap;align-items:stretch;}.ast-plain-container .ast-grid-2 > .site-main > .ast-row:before,.ast-plain-container .ast-grid-2 > .site-main > .ast-row:after,.ast-plain-container .ast-grid-3 > .site-main > .ast-row:before,.ast-plain-container .ast-grid-3 > .site-main > .ast-row:after,.ast-plain-container .ast-grid-4 > .site-main > .ast-row:before,.ast-plain-container .ast-grid-4 > .site-main > .ast-row:after,.ast-page-builder-template .ast-grid-2 > .site-main > .ast-row:before,.ast-page-builder-template .ast-grid-2 > .site-main > .ast-row:after,.ast-page-builder-template .ast-grid-3 > .site-main > .ast-row:before,.ast-page-builder-template .ast-grid-3 > .site-main > .ast-row:after,.ast-page-builder-template .ast-grid-4 > .site-main > .ast-row:before,.ast-page-builder-template .ast-grid-4 > .site-main > .ast-row:after{flex-basis:0;width:0;}.ast-plain-container .ast-grid-2 .ast-article-post,.ast-plain-container .ast-grid-3 .ast-article-post,.ast-plain-container .ast-grid-4 .ast-article-post,.ast-page-builder-template .ast-grid-2 .ast-article-post,.ast-page-builder-template .ast-grid-3 .ast-article-post,.ast-page-builder-template .ast-grid-4 .ast-article-post{display:flex;}.ast-plain-container .ast-grid-2 .ast-article-post:last-child,.ast-plain-container .ast-grid-3 .ast-article-post:last-child,.ast-plain-container .ast-grid-4 .ast-article-post:last-child,.ast-page-builder-template .ast-grid-2 .ast-article-post:last-child,.ast-page-builder-template .ast-grid-3 .ast-article-post:last-child,.ast-page-builder-template .ast-grid-4 .ast-article-post:last-child{margin-bottom:2.5em;}.single .ast-author-meta .ast-author-details{display:flex;align-items:center;}.post-author-bio .author-title{margin-bottom:10px;}}@media (min-width:922px){.single .post-author-avatar,.single .post-author-bio{float:left;clear:right;}.single .ast-author-meta .post-author-avatar{margin-right:1.33333em;}.single .ast-author-meta .about-author-title-wrapper,.single .ast-author-meta .post-author-bio{text-align:left;}.blog-layout-2 .post-content{padding-right:2em;}.blog-layout-2.ast-no-date-box.ast-no-thumb .post-content{padding-right:0;}.blog-layout-3 .post-content{padding-left:2em;}.blog-layout-3.ast-no-date-box.ast-no-thumb .post-content{padding-left:0;}.ast-separate-container .ast-grid-2 .ast-article-post.ast-separate-posts:nth-child(2n+0),.ast-separate-container .ast-grid-2 .ast-article-post.ast-separate-posts:nth-child(2n+1),.ast-separate-container .ast-grid-3 .ast-article-post.ast-separate-posts:nth-child(2n+0),.ast-separate-container .ast-grid-3 .ast-article-post.ast-separate-posts:nth-child(2n+1),.ast-separate-container .ast-grid-4 .ast-article-post.ast-separate-posts:nth-child(2n+0),.ast-separate-container .ast-grid-4 .ast-article-post.ast-separate-posts:nth-child(2n+1){padding:0 1em 0;}}@media (max-width:544px){.ast-separate-container .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section:first-child .circle .posted-on{margin-top:0.5em;}.ast-separate-container .ast-article-post.remove-featured-img-padding .blog-layout-1 .post-thumb-img-content,.ast-separate-container .ast-article-single.remove-featured-img-padding .single-layout-1 .post-thumb-img-content,.ast-separate-container.ast-blog-grid-2 .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section .square .posted-on,.ast-separate-container.ast-blog-grid-3 .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section .square .posted-on,.ast-separate-container.ast-blog-grid-4 .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section .square .posted-on{margin-left:-1em;margin-right:-1em;}.ast-separate-container.ast-blog-grid-2 .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section .circle .posted-on,.ast-separate-container.ast-blog-grid-3 .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section .circle .posted-on,.ast-separate-container.ast-blog-grid-4 .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section .circle .posted-on{margin-left:-0.5em;margin-right:-0.5em;}.ast-separate-container.ast-blog-grid-2 .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section:first-child .circle .posted-on,.ast-separate-container.ast-blog-grid-3 .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section:first-child .circle .posted-on,.ast-separate-container.ast-blog-grid-4 .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section:first-child .circle .posted-on{margin-top:0.5em;}.ast-separate-container.ast-blog-grid-2 .ast-article-post.remove-featured-img-padding .blog-layout-1 .post-content .ast-blog-featured-section:first-child .post-thumb-img-content,.ast-separate-container.ast-blog-grid-3 .ast-article-post.remove-featured-img-padding .blog-layout-1 .post-content .ast-blog-featured-section:first-child .post-thumb-img-content,.ast-separate-container.ast-blog-grid-4 .ast-article-post.remove-featured-img-padding .blog-layout-1 .post-content .ast-blog-featured-section:first-child .post-thumb-img-content{margin-top:-1.33333em;}.ast-separate-container.ast-blog-grid-2 .ast-article-post.remove-featured-img-padding .blog-layout-1 .post-thumb-img-content,.ast-separate-container.ast-blog-grid-3 .ast-article-post.remove-featured-img-padding .blog-layout-1 .post-thumb-img-content,.ast-separate-container.ast-blog-grid-4 .ast-article-post.remove-featured-img-padding .blog-layout-1 .post-thumb-img-content{margin-left:-1em;margin-right:-1em;}.ast-separate-container .ast-grid-2 .ast-article-post .blog-layout-1,.ast-separate-container .ast-grid-2 .ast-article-post .blog-layout-2,.ast-separate-container .ast-grid-2 .ast-article-post .blog-layout-3{padding:1.33333em 1em;}.ast-separate-container .ast-grid-3 .ast-article-post .blog-layout-1,.ast-separate-container .ast-grid-4 .ast-article-post .blog-layout-1{padding:1.33333em 1em;}.single.ast-separate-container .ast-author-meta{padding:1.5em 1em;}}@media (max-width:544px){.ast-separate-container .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section .square .posted-on{margin-left:-1em;}.ast-separate-container .ast-article-post.remove-featured-img-padding.has-post-thumbnail .blog-layout-1 .post-content .ast-blog-featured-section .circle .posted-on{margin-left:-0.5em;}}@media (min-width:922px){.ast-hide-display-device-desktop{display:none;}}@media (min-width:545px) and (max-width:921px){.ast-hide-display-device-tablet{display:none;}}@media (max-width:544px){.ast-hide-display-device-mobile{display:none;}}.ast-article-post .ast-date-meta .posted-on,.ast-article-post .ast-date-meta .posted-on *{background:var(--ast-global-color-0);color:#ffffff;}.ast-article-post .ast-date-meta .posted-on .date-month,.ast-article-post .ast-date-meta .posted-on .date-year{color:#ffffff;}.ast-load-more:hover{color:#ffffff;border-color:var(--ast-global-color-0);background-color:var(--ast-global-color-0);}.ast-loader > div{background-color:var(--ast-global-color-0);}.ast-page-builder-template .ast-archive-description{margin-bottom:2em;}[CLASS*="-sticky-header-active"] .ast-header-sticked [data-section="section-header-mobile-trigger"] .ast-button-wrap .mobile-menu-toggle-icon .ast-mobile-svg{fill:var(--ast-global-color-0);}[CLASS*="-sticky-header-active"] .ast-header-sticked [data-section="section-header-mobile-trigger"] .ast-button-wrap .mobile-menu-wrap .mobile-menu{color:var(--ast-global-color-0);}[CLASS*="-sticky-header-active"] .ast-header-sticked [data-section="section-header-mobile-trigger"] .ast-button-wrap .ast-mobile-menu-trigger-minimal{background:transparent;}#ast-fixed-header .main-header-bar .site-title a,#ast-fixed-header .main-header-bar .site-title a:focus,#ast-fixed-header .main-header-bar .site-title a:hover,#ast-fixed-header .main-header-bar .site-title a:visited,.main-header-bar.ast-sticky-active .site-title a,.main-header-bar.ast-sticky-active .site-title a:focus,.main-header-bar.ast-sticky-active .site-title a:hover,.main-header-bar.ast-sticky-active .site-title a:visited{color:#222;}#ast-fixed-header .main-header-bar .site-description,.main-header-bar.ast-sticky-active .site-description{color:var(--ast-global-color-3);}#ast-fixed-header .main-header-menu > .menu-item.current-menu-item > .menu-link,#ast-fixed-header .main-header-menu >.menu-item.current-menu-ancestor > .menu-link,.main-header-bar.ast-sticky-active .main-header-menu > .menu-item.current-menu-item > .menu-link,.main-header-bar.ast-sticky-active .main-header-menu >.menu-item.current-menu-ancestor > .menu-link{color:var(--ast-global-color-0);}#ast-fixed-header .main-header-menu,#ast-fixed-header .main-header-menu > .menu-item > .menu-link,#ast-fixed-header .ast-masthead-custom-menu-items,#ast-fixed-header .ast-masthead-custom-menu-items a,.main-header-bar.ast-sticky-active,.main-header-bar.ast-sticky-active .main-header-menu > .menu-item > .menu-link,.main-header-bar.ast-sticky-active .ast-masthead-custom-menu-items,.main-header-bar.ast-sticky-active .ast-masthead-custom-menu-items a{color:var(--ast-global-color-3);}#ast-fixed-header .main-header-menu .menu-link:hover,#ast-fixed-header .main-header-menu .menu-item:hover > .menu-link,#ast-fixed-header .main-header-menu .menu-item.focus > .menu-link,.main-header-bar.ast-sticky-active .main-header-menu .menu-item:hover > .menu-link,.main-header-bar.ast-sticky-active .main-header-menu .menu-item.focus > .menu-link{color:var(--ast-global-color-0);}#ast-fixed-header .main-header-menu .ast-masthead-custom-menu-items a:hover,#ast-fixed-header .main-header-menu .menu-item:hover > .ast-menu-toggle,#ast-fixed-header .main-header-menu .menu-item.focus > .ast-menu-toggle,.main-header-bar.ast-sticky-active .main-header-menu .menu-item:hover > .ast-menu-toggle,.main-header-bar.ast-sticky-active .main-header-menu .menu-item.focus > .ast-menu-toggle{color:var(--ast-global-color-0);}#masthead .site-logo-img .astra-logo-svg,.ast-header-break-point #ast-fixed-header .site-logo-img .custom-logo-link img {max-width:192px;}[CLASS*="-sticky-header-active"].ast-desktop .ast-builder-menu-1 #ast-hf-menu-1.ast-mega-menu-enabled .sub-menu .menu-item.menu-item-heading > .menu-link{background:transparent;}[CLASS*="-sticky-header-active"].ast-desktop .ast-builder-menu-1 #ast-hf-menu-1.ast-mega-menu-enabled .sub-menu .menu-item.menu-item-heading:hover > .menu-link,[CLASS*="-sticky-header-active"].ast-desktop .ast-builder-menu-1 #ast-hf-menu-1.ast-mega-menu-enabled .sub-menu .menu-item.menu-item-heading > .menu-link:hover{background:transparent;}@media (max-width:921px){.ast-primary-sticky-header-active.ast-main-header-nav-open nav{overflow-y:auto;max-height:calc(100vh - 100px);}}[CLASS*="-sticky-header-active"].ast-desktop .ast-builder-menu-2 #ast-hf-menu-2.ast-mega-menu-enabled .sub-menu .menu-item.menu-item-heading > .menu-link{background:transparent;}[CLASS*="-sticky-header-active"].ast-desktop .ast-builder-menu-2 #ast-hf-menu-2.ast-mega-menu-enabled .sub-menu .menu-item.menu-item-heading:hover > .menu-link,[CLASS*="-sticky-header-active"].ast-desktop .ast-builder-menu-2 #ast-hf-menu-2.ast-mega-menu-enabled .sub-menu .menu-item.menu-item-heading > .menu-link:hover{background:transparent;}@media (max-width:921px){.ast-primary-sticky-header-active.ast-main-header-nav-open nav{overflow-y:auto;max-height:calc(100vh - 100px);}}@media (max-width:921px){.ast-primary-sticky-header-active.ast-main-header-nav-open nav{overflow-y:auto;max-height:calc(100vh - 100px);}} </style> <link rel="stylesheet" id="wp-members-css" href="https://www.aitimejournal.com/wp-content/plugins/wp-members/assets/css/forms/generic-no-float.min.css?ver=3.4.9.6&ez_used_css_s=13" media="all"/> <link rel="stylesheet" id="wpcd-style-css" href="https://www.aitimejournal.com/wp-content/plugins/wp-coupons-and-deals-premium/assets/css/dist/style.min.css?ver=3.1.18&ez_used_css_s=13" media="all"/> <style id="wpcd-style-inline-css"> .coupon-type { background-color: #56b151; } .deal-type { background-color: #56b151; } .wpcd-coupon { border-color: #000000; } .wpcd-coupon-button-type .coupon-code-wpcd .get-code-wpcd{ background-color:#347BAF; } .wpcd-coupon-button-type .coupon-code-wpcd .get-code-wpcd:after{ border-left-color:#347BAF; } span.wpcd_coupon_top_copy_span{ background-color: #56b151 !important; } .wpcd_coupon_popup_copy_code_wr { background-color: #BEFFB9; border-color: #56b151 !important; } .wpcd_popup-go-link { background-color: #56b151 !important; } .wpcd_popup-go-link:hover { background-color: #56b151 !important; } #wpcd_coupon_pagination_wr a, #wpcd_coupon_pagination_wr span { background-color: #56b151; } </style> <link rel="stylesheet" id="astra-child-theme-css-css" href="https://www.aitimejournal.com/wp-content/themes/astra-child/style.css?ver=1.0.0&ez_used_css_s=13" media="all"/> <link rel="stylesheet" id="tmmp-css" href="https://www.aitimejournal.com/wp-content/plugins/team-members-pro/inc/css/tmm_style.min.css?ver=6.1.1&ez_used_css_s=13" media="all"/> <link rel="stylesheet" id="socialsnap-styles-css" href="https://www.aitimejournal.com/wp-content/plugins/socialsnap/assets/css/socialsnap.css?ver=1.3&ez_used_css_s=13" media="all"/> <script src="https://www.aitimejournal.com/wp-includes/js/jquery/jquery.min.js?ver=3.6.1" id="jquery-core-js"></script> <script src="https://www.aitimejournal.com/wp-includes/js/jquery/jquery-migrate.min.js?ver=3.3.2" id="jquery-migrate-js"></script>  <script src="https://www.aitimejournal.com/wp-includes/js/jquery/ui/core.min.js?ver=1.13.2" id="jquery-ui-core-js"></script> <script src="https://www.aitimejournal.com/wp-includes/js/jquery/ui/mouse.min.js?ver=1.13.2" id="jquery-ui-mouse-js"></script> <script src="https://www.aitimejournal.com/wp-includes/js/jquery/ui/sortable.min.js?ver=1.13.2" id="jquery-ui-sortable-js"></script> <script src="https://www.aitimejournal.com/wp-includes/js/jquery/ui/datepicker.min.js?ver=1.13.2" id="jquery-ui-datepicker-js"></script> <script id="jquery-ui-datepicker-js-after"> jQuery(function(jQuery){jQuery.datepicker.setDefaults({"closeText":"Close","currentText":"Today","monthNames":["January","February","March","April","May","June","July","August","September","October","November","December"],"monthNamesShort":["Jan","Feb","Mar","Apr","May","Jun","Jul","Aug","Sep","Oct","Nov","Dec"],"nextText":"Next","prevText":"Previous","dayNames":["Sunday","Monday","Tuesday","Wednesday","Thursday","Friday","Saturday"],"dayNamesShort":["Sun","Mon","Tue","Wed","Thu","Fri","Sat"],"dayNamesMin":["S","M","T","W","T","F","S"],"dateFormat":"MM d, yy","firstDay":1,"isRTL":false});}); </script> <script src="https://www.aitimejournal.com/wp-includes/js/jquery/ui/menu.min.js?ver=1.13.2" id="jquery-ui-menu-js"></script> <script src="https://www.aitimejournal.com/wp-includes/js/dist/vendor/regenerator-runtime.min.js?ver=0.13.9" id="regenerator-runtime-js"></script> <script src="https://www.aitimejournal.com/wp-includes/js/dist/vendor/wp-polyfill.min.js?ver=3.15.0" id="wp-polyfill-js"></script> <script src="https://www.aitimejournal.com/wp-includes/js/dist/dom-ready.min.js?ver=392bdd43726760d1f3ca" id="wp-dom-ready-js"></script> <script src="https://www.aitimejournal.com/wp-includes/js/dist/hooks.min.js?ver=4169d3cf8e8d95a3d6d5" id="wp-hooks-js"></script> <script src="https://www.aitimejournal.com/wp-includes/js/dist/i18n.min.js?ver=9e794f35a71bb98672ae" id="wp-i18n-js"></script> <script id="wp-i18n-js-after"> wp.i18n.setLocaleData( { 'text direction\u0004ltr': [ 'ltr' ] } ); </script> <script src="https://www.aitimejournal.com/wp-includes/js/dist/a11y.min.js?ver=ecce20f002eda4c19664" id="wp-a11y-js"></script> <script id="jquery-ui-autocomplete-js-extra"> var uiAutocompleteL10n = {"noResults":"No results found.","oneResult":"1 result found. Use up and down arrow keys to navigate.","manyResults":"%d results found. Use up and down arrow keys to navigate.","itemSelected":"Item selected."}; </script> <script src="https://www.aitimejournal.com/wp-includes/js/jquery/ui/autocomplete.min.js?ver=1.13.2" id="jquery-ui-autocomplete-js"></script> <script src="https://www.aitimejournal.com/wp-includes/js/jquery/ui/resizable.min.js?ver=1.13.2" id="jquery-ui-resizable-js"></script> <script src="https://www.aitimejournal.com/wp-includes/js/jquery/ui/draggable.min.js?ver=1.13.2" id="jquery-ui-draggable-js"></script> <script src="https://www.aitimejournal.com/wp-includes/js/jquery/ui/controlgroup.min.js?ver=1.13.2" id="jquery-ui-controlgroup-js"></script> <script src="https://www.aitimejournal.com/wp-includes/js/jquery/ui/checkboxradio.min.js?ver=1.13.2" id="jquery-ui-checkboxradio-js"></script> <script src="https://www.aitimejournal.com/wp-includes/js/jquery/ui/button.min.js?ver=1.13.2" id="jquery-ui-button-js"></script> <script src="https://www.aitimejournal.com/wp-includes/js/jquery/ui/dialog.min.js?ver=1.13.2" id="jquery-ui-dialog-js"></script> <script id="events-manager-js-extra"> var EM = {"ajaxurl":"https:\/\/www.aitimejournal.com\/wp-admin\/admin-ajax.php","locationajaxurl":"https:\/\/www.aitimejournal.com\/wp-admin\/admin-ajax.php?action=locations_search","firstDay":"1","locale":"en","dateFormat":"dd\/mm\/yy","ui_css":"https:\/\/www.aitimejournal.com\/wp-content\/plugins\/events-manager\/includes\/css\/jquery-ui.min.css","show24hours":"0","is_ssl":"1","txt_search":"Search","txt_searching":"Searching...","txt_loading":"Loading..."}; </script> <script src="https://www.aitimejournal.com/wp-content/plugins/events-manager/includes/js/events-manager.js?ver=5.95" id="events-manager-js"></script> <script id="wpcd-main-js-js-extra"> var wpcd_object = {"ajaxurl":"https:\/\/www.aitimejournal.com\/wp-admin\/admin-ajax.php","security":"0abd7adba2"}; var wpcd_main_js = {"minutes":"minutes","seconds":"seconds","hours":"hours","day":"day","week":"week","expired_text":"This offer has expired!","word_count":"30","button_text":"Copy","after_copy":"Copied","vote_success":"You have voted successfully!","vote_fail":"Voting failed!","vote_already":"You have voted already!"}; </script> <script src="https://www.aitimejournal.com/wp-content/plugins/wp-coupons-and-deals-premium/assets/js/main.js?ver=3.1.18" id="wpcd-main-js-js"></script> <script src="https://www.aitimejournal.com/wp-content/plugins/wp-coupons-and-deals-premium/assets/js/jquery.countdown.min.js?ver=3.1.18" id="wpcd-countdown-js-js"></script> <script src="https://www.aitimejournal.com/wp-content/plugins/team-members-pro/inc/js/tmm.min.js?ver=6.1.1" id="tmmp-js"></script> <link rel="https://api.w.org/" href="https://www.aitimejournal.com/wp-json/"/><link rel="alternate" type="application/json" href="https://www.aitimejournal.com/wp-json/wp/v2/posts/36533"/><link rel="alternate" type="application/json+oembed" href="https://www.aitimejournal.com/wp-json/oembed/1.0/embed?url=https%3A%2F%2Fwww.aitimejournal.com%2Fhow-to-become-a-machine-learning-engineer%2F"/> <link rel="alternate" type="text/xml+oembed" href="https://www.aitimejournal.com/wp-json/oembed/1.0/embed?url=https%3A%2F%2Fwww.aitimejournal.com%2Fhow-to-become-a-machine-learning-engineer%2F&format=xml"/>  <script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start': new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0], j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src= 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f); })(window,document,'script','dataLayer','GTM-53TC9GW');</script>     <script async="" src="https://www.googletagmanager.com/gtag/js?id=G-V1XL9V209R"></script> <script> window.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} gtag('js', new Date()); gtag('config', 'G-V1XL9V209R'); </script>  <script type="text/javascript">//<![CDATA[ function external_links_in_new_windows_loop() { if (!document.links) { document.links = document.getElementsByTagName('a'); } var change_link = false; var force = ''; var ignore = 'https://store.aitimejournal.com'; for (var t=0; t<document.links.length; t++) { var all_links = document.links[t]; change_link = false; if(document.links[t].hasAttribute('onClick') == false) { // forced if the address starts with http (or also https), but does not link to the current domain if(all_links.href.search(/^http/) != -1 && all_links.href.search('www.aitimejournal.com') == -1) { // alert('Changeda '+all_links.href); change_link = true; } if(force != '' && all_links.href.search(force) != -1) { // forced // alert('force '+all_links.href); change_link = true; } if(ignore != '' && all_links.href.search(ignore) != -1) { // alert('ignore '+all_links.href); // ignored change_link = false; } if(change_link == true) { // alert('Changed '+all_links.href); document.links[t].setAttribute('onClick', 'javascript:window.open(\''+all_links.href+'\'); return false;'); document.links[t].removeAttribute('target'); } } } } // Load function external_links_in_new_windows_load(func) { var oldonload = window.onload; if (typeof window.onload != 'function'){ window.onload = func; } else { window.onload = function(){ oldonload(); func(); } } } external_links_in_new_windows_load(external_links_in_new_windows_loop); //]]></script> <style></style> <link rel="pingback" href="https://www.aitimejournal.com/xmlrpc.php"/> <style> #wp-admin-bar-astra-advanced-layouts .astra-admin-logo { float: left; width: 20px; height: 100%; cursor: pointer; background-repeat: no-repeat; background-position: center; background-size: 16px auto; color: #a7aaad; background-image: url( data:image/svg+xml;base64,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 ); } #wpadminbar .quicklinks #wp-admin-bar-astra-advanced-layouts .ab-empty-item { padding: 0 5px; } #wpadminbar #wp-admin-bar-astra-advanced-layouts .ab-submenu { padding: 5px 10px; } #wpadminbar .quicklinks #wp-admin-bar-astra-advanced-layouts li { clear: both; } #wp-admin-bar-ast_page_headers_group:before { border-bottom: 1px solid hsla(0,0%,100%,.2); display: block; float: left; content: ""; margin-bottom: 10px; width: 100%; } #wpadminbar #wp-admin-bar-ast_custom_layouts_group li a:before, #wpadminbar #wp-admin-bar-ast_cl_shortcode_group li a:before, #wpadminbar #wp-admin-bar-ast_page_headers_group li a:before { content: "\21B3"; margin-right: 0.5em; opacity: 0.5; font-size: 13px; } </style> <link rel="icon" href="https://www.aitimejournal.com/wp-content/uploads/2018/07/logo-2.jpg" sizes="32x32"/> <link rel="icon" href="https://www.aitimejournal.com/wp-content/uploads/2018/07/logo-2.jpg" sizes="192x192"/> <link rel="apple-touch-icon" href="https://www.aitimejournal.com/wp-content/uploads/2018/07/logo-2.jpg"/> <meta name="msapplication-TileImage" content="https://www.aitimejournal.com/wp-content/uploads/2018/07/logo-2.jpg"/> <style id="wp-custom-css"> .main-hero-a { background-image: linear-gradient(100deg, #0a0f24 30%, #2998d8 100%); } @media only screen and (max-width: 600px){ .ast-container { padding:0px !important; } .main-hero-a { margin: 0 !important; /* Remove any margin */ padding: 40px 20px !important; /* Add padding */ } .main-hero-a h1 { font-size: 35px !important; /* Adjust the font size of the heading */ line-height: 40px; /* Adjust line height for readability */ } .main-hero-a h4 { font-size: 18px !important; /* Adjust the font size of the subheading */ } /* Add any other styles for child elements of .main-hero-a that need to be adjusted for mobile */ } .wpforms-form-submission-1 { background-color: #eee !important; padding: 20px 15px !important; border: 3px solid #666 !important; border-radius: 20px !important; } .wpforms-form button[type=submit] { background-color: #024488 !important; border-color: #024488 !important; color: #fff !important; transition: background 0.3s ease-in-out; } .wpforms-form button[type=submit]:hover { background-color: #022B57 !important; } .wpforms-textarea { max-width: 320px; } .list-content-white { color: #000; background-color: #fff; padding: 30px; box-shadow: 0 0 4px #a3a3a3 !important; background: transparent; color: #000 !important; border-radius: 10px; } .list-content-white:hover { background-color: #e6e6e6; color: #000; } .page-subtitle { font-size: 24px; color: #666666; font-weight: normal; letter-spacing: 0.05em; } /* Directory Container */ .directory-container { display: grid; grid-template-columns: repeat(3, 1fr); /* 3 cards per row */ gap: 20px; padding: 20px; background-color: #f9f9f9; } /* Media Query for Mobile */ @media (max-width: 768px) { .directory-container { grid-template-columns: 1fr; /* 1 card per row on mobile */ } } /* Directory Listing Card */ .directory-listing-card { background: #fff; border: 1px solid #ddd; border-radius: 8px; box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1); padding: 20px; text-align: center; transition: transform 0.3s ease, box-shadow 0.3s ease; } .directory-listing-card .directory-listing-info a { text-decoration: none; } .directory-listing-card .directory-listing-info a:hover { text-decoration: underline; color :blue; } .directory-listing-card:hover { box-shadow: 0 4px 8px rgba(0, 0, 0, 0.2); } .view-all-related-directories-link { display: block; text-align: center; font-size: 18px; color: #0056b3; font-weight: bold; text-decoration: none; margin: 20px 0; } .view-all-related-directories-link:hover { color: #003f7f; text-decoration: underline; } </style> <script type='text/javascript'> var ezoTemplate = 'old_site_noads'; var ezouid = '1'; var ezoFormfactor = '1'; </script><script data-ezscrex="false" type='text/javascript'> var soc_app_id = '0'; var did = 179483; var ezdomain = 'aitimejournal.com'; var ezoicSearchable = 1; </script> <script data-cfasync="false">__ez.queue.addFile('/tardisrocinante/lazy_load.js', '/tardisrocinante/lazy_load.js?gcb=0&cb=6', false, [], true, false, true, false);</script></head> <body itemtype="https://schema.org/Blog" itemscope="itemscope" class="post-template-default single single-post postid-36533 single-format-standard wp-custom-logo ast-desktop ast-separate-container ast-right-sidebar astra-4.6.8 group-blog ast-blog-single-style-1 ast-single-post ast-inherit-site-logo-transparent ast-hfb-header ast-sticky-main-shrink ast-sticky-header-shrink ast-inherit-site-logo-sticky ast-primary-sticky-enabled ast-normal-title-enabled astra-addon-4.0.1"><noscript><iframe src="https://www.googletagmanager.com/ns.html?id=GTM-53TC9GW" height="0" width="0" style="display:none;visibility:hidden"></iframe></noscript> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 0 0" width="0" height="0" focusable="false" role="none" style="visibility: hidden; position: absolute; left: -9999px; overflow: hidden;"><defs><filter id="wp-duotone-dark-grayscale"><feColorMatrix color-interpolation-filters="sRGB" type="matrix" values=" .299 .587 .114 0 0 .299 .587 .114 0 0 .299 .587 .114 0 0 .299 .587 .114 0 0 "></feColorMatrix><feComponentTransfer color-interpolation-filters="sRGB"><feFuncR type="table" tableValues="0 0.49803921568627"></feFuncR><feFuncG type="table" tableValues="0 0.49803921568627"></feFuncG><feFuncB type="table" tableValues="0 0.49803921568627"></feFuncB><feFuncA type="table" tableValues="1 1"></feFuncA></feComponentTransfer><feComposite in2="SourceGraphic" operator="in"></feComposite></filter></defs></svg><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 0 0" width="0" height="0" focusable="false" role="none" style="visibility: hidden; position: absolute; left: -9999px; overflow: hidden;"><defs><filter id="wp-duotone-grayscale"><feColorMatrix color-interpolation-filters="sRGB" type="matrix" values=" .299 .587 .114 0 0 .299 .587 .114 0 0 .299 .587 .114 0 0 .299 .587 .114 0 0 "></feColorMatrix><feComponentTransfer color-interpolation-filters="sRGB"><feFuncR type="table" tableValues="0 1"></feFuncR><feFuncG type="table" tableValues="0 1"></feFuncG><feFuncB type="table" tableValues="0 1"></feFuncB><feFuncA type="table" tableValues="1 1"></feFuncA></feComponentTransfer><feComposite in2="SourceGraphic" operator="in"></feComposite></filter></defs></svg><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 0 0" width="0" height="0" focusable="false" role="none" style="visibility: hidden; position: absolute; left: -9999px; overflow: hidden;"><defs><filter id="wp-duotone-purple-yellow"><feColorMatrix color-interpolation-filters="sRGB" type="matrix" values=" .299 .587 .114 0 0 .299 .587 .114 0 0 .299 .587 .114 0 0 .299 .587 .114 0 0 "></feColorMatrix><feComponentTransfer color-interpolation-filters="sRGB"><feFuncR type="table" tableValues="0.54901960784314 0.98823529411765"></feFuncR><feFuncG type="table" tableValues="0 1"></feFuncG><feFuncB type="table" tableValues="0.71764705882353 0.25490196078431"></feFuncB><feFuncA type="table" tableValues="1 1"></feFuncA></feComponentTransfer><feComposite in2="SourceGraphic" operator="in"></feComposite></filter></defs></svg><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 0 0" width="0" height="0" focusable="false" role="none" style="visibility: hidden; position: absolute; left: -9999px; overflow: hidden;"><defs><filter id="wp-duotone-blue-red"><feColorMatrix color-interpolation-filters="sRGB" type="matrix" values=" .299 .587 .114 0 0 .299 .587 .114 0 0 .299 .587 .114 0 0 .299 .587 .114 0 0 "></feColorMatrix><feComponentTransfer color-interpolation-filters="sRGB"><feFuncR type="table" tableValues="0 1"></feFuncR><feFuncG type="table" tableValues="0 0.27843137254902"></feFuncG><feFuncB type="table" tableValues="0.5921568627451 0.27843137254902"></feFuncB><feFuncA type="table" tableValues="1 1"></feFuncA></feComponentTransfer><feComposite in2="SourceGraphic" operator="in"></feComposite></filter></defs></svg><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 0 0" width="0" height="0" focusable="false" role="none" style="visibility: hidden; position: absolute; left: -9999px; overflow: hidden;"><defs><filter id="wp-duotone-midnight"><feColorMatrix color-interpolation-filters="sRGB" type="matrix" values=" .299 .587 .114 0 0 .299 .587 .114 0 0 .299 .587 .114 0 0 .299 .587 .114 0 0 "></feColorMatrix><feComponentTransfer color-interpolation-filters="sRGB"><feFuncR type="table" tableValues="0 0"></feFuncR><feFuncG type="table" tableValues="0 0.64705882352941"></feFuncG><feFuncB type="table" tableValues="0 1"></feFuncB><feFuncA type="table" tableValues="1 1"></feFuncA></feComponentTransfer><feComposite in2="SourceGraphic" operator="in"></feComposite></filter></defs></svg><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 0 0" width="0" height="0" focusable="false" role="none" style="visibility: hidden; position: absolute; left: -9999px; overflow: hidden;"><defs><filter id="wp-duotone-magenta-yellow"><feColorMatrix color-interpolation-filters="sRGB" type="matrix" values=" .299 .587 .114 0 0 .299 .587 .114 0 0 .299 .587 .114 0 0 .299 .587 .114 0 0 "></feColorMatrix><feComponentTransfer color-interpolation-filters="sRGB"><feFuncR type="table" tableValues="0.78039215686275 1"></feFuncR><feFuncG type="table" tableValues="0 0.94901960784314"></feFuncG><feFuncB type="table" tableValues="0.35294117647059 0.47058823529412"></feFuncB><feFuncA type="table" tableValues="1 1"></feFuncA></feComponentTransfer><feComposite in2="SourceGraphic" operator="in"></feComposite></filter></defs></svg><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 0 0" width="0" height="0" focusable="false" role="none" style="visibility: hidden; position: absolute; left: -9999px; overflow: hidden;"><defs><filter id="wp-duotone-purple-green"><feColorMatrix color-interpolation-filters="sRGB" type="matrix" values=" .299 .587 .114 0 0 .299 .587 .114 0 0 .299 .587 .114 0 0 .299 .587 .114 0 0 "></feColorMatrix><feComponentTransfer color-interpolation-filters="sRGB"><feFuncR type="table" tableValues="0.65098039215686 0.40392156862745"></feFuncR><feFuncG type="table" tableValues="0 1"></feFuncG><feFuncB type="table" tableValues="0.44705882352941 0.4"></feFuncB><feFuncA type="table" tableValues="1 1"></feFuncA></feComponentTransfer><feComposite in2="SourceGraphic" operator="in"></feComposite></filter></defs></svg><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 0 0" width="0" height="0" focusable="false" role="none" style="visibility: hidden; position: absolute; left: -9999px; overflow: hidden;"><defs><filter id="wp-duotone-blue-orange"><feColorMatrix color-interpolation-filters="sRGB" type="matrix" values=" .299 .587 .114 0 0 .299 .587 .114 0 0 .299 .587 .114 0 0 .299 .587 .114 0 0 "></feColorMatrix><feComponentTransfer color-interpolation-filters="sRGB"><feFuncR type="table" tableValues="0.098039215686275 1"></feFuncR><feFuncG type="table" tableValues="0 0.66274509803922"></feFuncG><feFuncB type="table" tableValues="0.84705882352941 0.41960784313725"></feFuncB><feFuncA type="table" tableValues="1 1"></feFuncA></feComponentTransfer><feComposite in2="SourceGraphic" operator="in"></feComposite></filter></defs></svg> <a class="skip-link screen-reader-text" href="#content" role="link" title="Skip to content"> Skip to content</a> <div class="hfeed site" id="page"> <header class="site-header header-main-layout-1 ast-primary-menu-enabled ast-logo-title-inline ast-hide-custom-menu-mobile ast-builder-menu-toggle-icon ast-mobile-header-inline" id="masthead" itemtype="https://schema.org/WPHeader" itemscope="itemscope" itemid="#masthead"> <div id="ast-desktop-header" data-toggle-type="dropdown"> <div class="ast-main-header-wrap main-header-bar-wrap "> <div class="ast-primary-header-bar ast-primary-header main-header-bar site-header-focus-item" data-section="section-primary-header-builder"> <div class="site-primary-header-wrap ast-builder-grid-row-container site-header-focus-item ast-container" data-section="section-primary-header-builder"> <div class="ast-builder-grid-row ast-builder-grid-row-has-sides ast-builder-grid-row-no-center"> <div class="site-header-primary-section-left site-header-section ast-flex site-header-section-left"> <div class="ast-builder-layout-element ast-flex site-header-focus-item" data-section="title_tagline"> <div class="site-branding ast-site-identity" itemtype="https://schema.org/Organization" itemscope="itemscope"> <span class="site-logo-img"><a href="https://www.aitimejournal.com/" class="custom-logo-link" rel="home"><img width="192" height="44" src="https://www.aitimejournal.com/wp-content/uploads/2023/03/AI-Time-Journal-Logo-Transparent-Background-01-192x44.png" class="custom-logo" alt="AI Time Journal – Artificial Intelligence, Automation, Work and Business" decoding="async" srcset="https://www.aitimejournal.com/wp-content/uploads/2023/03/AI-Time-Journal-Logo-Transparent-Background-01-192x44.png 192w, https://www.aitimejournal.com/wp-content/uploads/2023/03/AI-Time-Journal-Logo-Transparent-Background-01-300x68.png 300w, https://www.aitimejournal.com/wp-content/uploads/2023/03/AI-Time-Journal-Logo-Transparent-Background-01-1024x234.png 1024w, https://www.aitimejournal.com/wp-content/uploads/2023/03/AI-Time-Journal-Logo-Transparent-Background-01-768x175.png 768w, https://www.aitimejournal.com/wp-content/uploads/2023/03/AI-Time-Journal-Logo-Transparent-Background-01-1536x350.png 1536w, https://www.aitimejournal.com/wp-content/uploads/2023/03/AI-Time-Journal-Logo-Transparent-Background-01-2048x467.png 2048w" sizes="(max-width: 192px) 100vw, 192px"/></a></span> </div>  </div> <div class="ast-builder-menu-1 ast-builder-menu ast-flex ast-builder-menu-1-focus-item ast-builder-layout-element site-header-focus-item" data-section="section-hb-menu-1"> <div class="ast-main-header-bar-alignment"><div class="main-header-bar-navigation"><nav class="site-navigation ast-flex-grow-1 navigation-accessibility site-header-focus-item" id="primary-site-navigation-desktop" aria-label="Site Navigation" itemtype="https://schema.org/SiteNavigationElement" itemscope="itemscope"><div class="main-navigation ast-inline-flex"><ul id="ast-hf-menu-1" class="main-header-menu ast-menu-shadow ast-nav-menu ast-flex submenu-with-border stack-on-mobile"><li id="menu-item-46361" class="menu-item menu-item-type-custom menu-item-object-custom current-menu-ancestor menu-item-has-children menu-item-46361"><a href="https://www.aitimejournal.com/category/courses" class="menu-link">Education<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li id="menu-item-36979" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-36979"><a href="https://www.aitimejournal.com/category/courses" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Online Courses<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li id="menu-item-36983" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36983"><a href="https://www.aitimejournal.com/best-blockchain-and-cryptocurrency-courses/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Blockchain and Cryptocurrency</a></li> <li id="menu-item-36986" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36986"><a href="https://www.aitimejournal.com/best-artificial-intelligence-courses/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Artificial Intelligence</a></li> <li id="menu-item-36980" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36980"><a href="https://www.aitimejournal.com/best-cloud-computing-courses/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Cloud Computing</a></li> <li id="menu-item-36981" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36981"><a href="https://www.aitimejournal.com/best-cybersecurity-courses/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Cybersecurity</a></li> <li id="menu-item-22662" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-22662"><a href="https://www.aitimejournal.com/best-online-data-science-and-machine-learning-courses/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Data Science and Machine Learning Courses</a></li> <li id="menu-item-36982" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36982"><a href="https://www.aitimejournal.com/best-tech-courses-for-non-techies/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Tech Courses for Non-Techies</a></li> <li id="menu-item-36985" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36985"><a href="https://www.aitimejournal.com/best-content-marketing-courses/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Content Marketing</a></li> <li id="menu-item-36984" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36984"><a href="https://www.aitimejournal.com/best-leadership-courses/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Leadership</a></li> <li id="menu-item-43515" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-43515"><a href="https://www.aitimejournal.com/best-storytelling-courses/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Storytelling</a></li> </ul> </li> <li id="menu-item-36989" class="menu-item menu-item-type-custom menu-item-object-custom current-menu-ancestor current-menu-parent menu-item-has-children menu-item-36989"><a href="https://www.aitimejournal.com/how-to-get-into-data-science" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>How-To Guides<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li id="menu-item-36990" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36990"><a href="https://www.aitimejournal.com/how-to-go-into-cybersecurity/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>How to Go Into Cybersecurity</a></li> <li id="menu-item-36994" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-36994"><a href="https://www.aitimejournal.com/how-to-build-a-personal-brand-as-a-data-scientist/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>How to Build a Personal Brand as a Data Scientist</a></li> <li id="menu-item-36992" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36992"><a href="https://www.aitimejournal.com/how-to-get-into-data-science/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>How to Get Into Data Science in 2024</a></li> <li id="menu-item-36991" class="menu-item menu-item-type-post_type menu-item-object-post current-menu-item menu-item-36991"><a href="https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer/" aria-current="page" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>How to Become a Machine Learning Engineer</a></li> </ul> </li> </ul> </li> <li id="menu-item-47847" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-47847"><a href="https://www.aitimejournal.com/tag/ceo-interviews/" class="menu-link">Interviews<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li id="menu-item-8962" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-8962"><a href="https://www.aitimejournal.com/category/interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>All Interviews</a></li> <li id="menu-item-43701" class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43701"><a href="https://www.aitimejournal.com/tag/ceo-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>CEO Interviews</a></li> <li id="menu-item-46767" class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-46767"><a href="https://www.aitimejournal.com/tag/executive-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Executive Interviews</a></li> <li id="menu-item-43684" class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43684"><a href="https://www.aitimejournal.com/tag/data-science-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Data Science Interviews</a></li> <li id="menu-item-43685" class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43685"><a href="https://www.aitimejournal.com/tag/ai-in-education-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>AI in Education Interviews</a></li> <li id="menu-item-43687" class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43687"><a href="https://www.aitimejournal.com/tag/ai-in-healthcare-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>AI in Healthcare Interviews</a></li> <li id="menu-item-43688" class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43688"><a href="https://www.aitimejournal.com/tag/ai-in-insurance-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>AI in Insurance Interviews</a></li> <li id="menu-item-43702" class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43702"><a href="https://www.aitimejournal.com/tag/autonomous-vehicles-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Autonomous Vehicles Interviews</a></li> <li id="menu-item-43689" class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43689"><a href="https://www.aitimejournal.com/tag/blockchain-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Blockchain Interviews</a></li> <li id="menu-item-43686" class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43686"><a href="https://www.aitimejournal.com/tag/conversational-ai-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Conversational AI Interviews</a></li> <li id="menu-item-43690" class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43690"><a href="https://www.aitimejournal.com/tag/iot-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>IoT Interviews</a></li> </ul> </li> <li id="menu-item-28184" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-28184"><a href="https://www.aitimejournal.com/ebooks/" class="menu-link">Ebooks</a></li> <li id="menu-item-46362" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-46362"><a href="https://www.aitimejournal.com/innovators/" class="menu-link">Innovators</a></li> <li id="menu-item-39647" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-39647"><a href="/business-directory" class="menu-link">Companies<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li id="menu-item-39648" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-39648"><a href="#" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Industries<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li id="menu-item-39651" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39651"><a href="https://www.aitimejournal.com/autonomous-vehicles-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Autonomous Vehicles</a></li> <li id="menu-item-39652" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39652"><a href="https://www.aitimejournal.com/edtech-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>EdTech</a></li> <li id="menu-item-46294" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-46294"><a href="https://www.aitimejournal.com/environmental-tech-companies-to-watch/45335/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Environmental Tech</a></li> <li id="menu-item-39653" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39653"><a href="https://www.aitimejournal.com/fintech-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Financial Services</a></li> <li id="menu-item-40507" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40507"><a href="https://www.aitimejournal.com/fitness-tech-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Fitness</a></li> <li id="menu-item-40498" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40498"><a href="https://www.aitimejournal.com/food-tech-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Food Tech</a></li> <li id="menu-item-39654" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39654"><a href="https://www.aitimejournal.com/healthtech-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Healthcare</a></li> <li id="menu-item-39655" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39655"><a href="https://www.aitimejournal.com/insurtech-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Insurance</a></li> <li id="menu-item-46295" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-46295"><a href="https://www.aitimejournal.com/top-mental-health-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Mental Health</a></li> <li id="menu-item-40500" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40500"><a href="https://www.aitimejournal.com/music-tech-and-ai-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Music</a></li> <li id="menu-item-40508" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40508"><a href="https://www.aitimejournal.com/proptech-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Proptech</a></li> <li id="menu-item-40501" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40501"><a href="https://www.aitimejournal.com/renewable-energy-companies-to-watch-in-2023/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Renewable Energy</a></li> <li id="menu-item-40504" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40504"><a href="https://www.aitimejournal.com/saas-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>SaaS</a></li> <li id="menu-item-40496" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40496"><a href="https://www.aitimejournal.com/video-game-development-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Video Games</a></li> </ul> </li> <li id="menu-item-39649" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-39649"><a href="#" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Functions<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li id="menu-item-46291" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-46291"><a href="https://www.aitimejournal.com/top-accounting-companies-for-digital-entrepreneurs-to-watch/44101/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Accounting</a></li> <li id="menu-item-40497" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40497"><a href="https://www.aitimejournal.com/broadcasting-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Broadcasting</a></li> <li id="menu-item-40506" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40506"><a href="https://www.aitimejournal.com/cybersecurity-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Cybersecurity</a></li> <li id="menu-item-40505" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40505"><a href="https://www.aitimejournal.com/developer-tools-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Developer Tools</a></li> <li id="menu-item-39656" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39656"><a href="https://www.aitimejournal.com/e-commerce-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>E-Commerce</a></li> <li id="menu-item-46293" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-46293"><a href="https://www.aitimejournal.com/fraud-detection-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Fraud Detection</a></li> <li id="menu-item-39657" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39657"><a href="https://www.aitimejournal.com/hr-technology-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Human Resources</a></li> <li id="menu-item-46289" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-46289"><a href="https://www.aitimejournal.com/top-home-security-companies-to-watch/45259/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Home Security</a></li> <li id="menu-item-40499" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40499"><a href="https://www.aitimejournal.com/investment-management-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Investment Management</a></li> <li id="menu-item-46296" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-46296"><a href="https://www.aitimejournal.com/top-language-learning-software-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Language Learning</a></li> <li id="menu-item-40494" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40494"><a href="https://www.aitimejournal.com/language-translation-ai-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Language Translation</a></li> <li id="menu-item-46290" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-46290"><a href="https://www.aitimejournal.com/top-neobanks-companies-to-watch/44148/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Neobanks</a></li> <li id="menu-item-39658" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39658"><a href="https://www.aitimejournal.com/productivity-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Productivity</a></li> </ul> </li> <li id="menu-item-39650" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-39650"><a href="#" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Technologies<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li id="menu-item-46292" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-46292"><a href="https://www.aitimejournal.com/top-ai-api-platforms-to-watch/43542/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>AI APIs</a></li> <li id="menu-item-39663" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39663"><a href="https://www.aitimejournal.com/analytics-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Analytics</a></li> <li id="menu-item-39661" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39661"><a href="https://www.aitimejournal.com/artificial-intelligence-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Artificial Intelligence</a></li> <li id="menu-item-39670" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39670"><a href="https://www.aitimejournal.com/blockchain-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Blockchain</a></li> <li id="menu-item-39668" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39668"><a href="https://www.aitimejournal.com/conversational-ai-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Conversational AI</a></li> <li id="menu-item-39665" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39665"><a href="https://www.aitimejournal.com/crypto-and-web3-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Crypto and Web3</a></li> <li id="menu-item-40503" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40503"><a href="https://www.aitimejournal.com/data-science-and-machine-learning-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Data Science and ML</a></li> <li id="menu-item-40495" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40495"><a href="https://www.aitimejournal.com/nft-marketplaces-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>NFT</a></li> <li id="menu-item-40502" class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40502"><a href="https://www.aitimejournal.com/vr-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>VR</a></li> </ul> </li> </ul> </li> <li id="menu-item-22557" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-22557"><a href="https://www.aitimejournal.com/resources/" class="menu-link">Resources<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li id="menu-item-51032" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-51032"><a href="https://www.aitimejournal.com/ai-agents/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>AI Agents</a></li> <li id="menu-item-22558" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-22558"><a href="https://www.aitimejournal.com/resources/data-science-and-machine-learning-books/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Data Science and Machine Learning Books</a></li> <li id="menu-item-41768" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-41768"><a href="https://www.aitimejournal.com/category/ai-time-journal-show/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Podcast</a></li> <li id="menu-item-1024" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-1024"><a href="#" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Tech Articles<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li id="menu-item-13246" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-13246"><a href="https://www.aitimejournal.com/category/blockchain/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Blockchain</a></li> <li id="menu-item-44094" class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-44094"><a href="https://www.aitimejournal.com/tag/chatgpt/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>ChatGPT</a></li> <li id="menu-item-5630" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-5630"><a href="https://www.aitimejournal.com/category/conversational-ai/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Conversational AI</a></li> <li id="menu-item-1001" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-1001"><a href="https://www.aitimejournal.com/category/data-science/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Data Science</a></li> <li id="menu-item-13250" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-13250"><a href="https://www.aitimejournal.com/category/iot/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>IoT</a></li> </ul> </li> </ul> </li> <li id="menu-item-7268" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-7268"><a href="https://www.aitimejournal.com/events/" class="menu-link">Events</a></li> </ul></div></nav></div></div> </div> </div> <div class="site-header-primary-section-right site-header-section ast-flex ast-grid-right-section"> </div> </div> </div> </div> </div> <div class="ast-desktop-header-content content-align-flex-start "> <div class="ast-builder-menu-mobile ast-builder-menu ast-builder-menu-mobile-focus-item ast-builder-layout-element site-header-focus-item" data-section="section-header-mobile-menu"> <div class="ast-main-header-bar-alignment"><div class="main-header-bar-navigation"><nav class="site-navigation ast-flex-grow-1 navigation-accessibility site-header-focus-item" id="ast-desktop-site-navigation" aria-label="Site Navigation" itemtype="https://schema.org/SiteNavigationElement" itemscope="itemscope"><div class="main-navigation"><ul id="ast-desktop-toggle-menu" class="main-header-menu ast-nav-menu ast-flex submenu-with-border astra-menu-animation-fade stack-on-mobile"><li class="menu-item menu-item-type-custom menu-item-object-custom current-menu-ancestor menu-item-has-children menu-item-46361"><a href="https://www.aitimejournal.com/category/courses" class="menu-link">Education<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-36979"><a href="https://www.aitimejournal.com/category/courses" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Online Courses<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36983"><a href="https://www.aitimejournal.com/best-blockchain-and-cryptocurrency-courses/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Blockchain and Cryptocurrency</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36986"><a href="https://www.aitimejournal.com/best-artificial-intelligence-courses/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Artificial Intelligence</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36980"><a href="https://www.aitimejournal.com/best-cloud-computing-courses/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Cloud Computing</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36981"><a href="https://www.aitimejournal.com/best-cybersecurity-courses/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Cybersecurity</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-22662"><a href="https://www.aitimejournal.com/best-online-data-science-and-machine-learning-courses/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Data Science and Machine Learning Courses</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36982"><a href="https://www.aitimejournal.com/best-tech-courses-for-non-techies/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Tech Courses for Non-Techies</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36985"><a href="https://www.aitimejournal.com/best-content-marketing-courses/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Content Marketing</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36984"><a href="https://www.aitimejournal.com/best-leadership-courses/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Leadership</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-43515"><a href="https://www.aitimejournal.com/best-storytelling-courses/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Storytelling</a></li> </ul> </li> <li class="menu-item menu-item-type-custom menu-item-object-custom current-menu-ancestor current-menu-parent menu-item-has-children menu-item-36989"><a href="https://www.aitimejournal.com/how-to-get-into-data-science" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>How-To Guides<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36990"><a href="https://www.aitimejournal.com/how-to-go-into-cybersecurity/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>How to Go Into Cybersecurity</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-36994"><a href="https://www.aitimejournal.com/how-to-build-a-personal-brand-as-a-data-scientist/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>How to Build a Personal Brand as a Data Scientist</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36992"><a href="https://www.aitimejournal.com/how-to-get-into-data-science/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>How to Get Into Data Science in 2024</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post current-menu-item menu-item-36991"><a href="https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer/" aria-current="page" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>How to Become a Machine Learning Engineer</a></li> </ul> </li> </ul> </li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-47847"><a href="https://www.aitimejournal.com/tag/ceo-interviews/" class="menu-link">Interviews<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-8962"><a href="https://www.aitimejournal.com/category/interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>All Interviews</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43701"><a href="https://www.aitimejournal.com/tag/ceo-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>CEO Interviews</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-46767"><a href="https://www.aitimejournal.com/tag/executive-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Executive Interviews</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43684"><a href="https://www.aitimejournal.com/tag/data-science-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Data Science Interviews</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43685"><a href="https://www.aitimejournal.com/tag/ai-in-education-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>AI in Education Interviews</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43687"><a href="https://www.aitimejournal.com/tag/ai-in-healthcare-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>AI in Healthcare Interviews</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43688"><a href="https://www.aitimejournal.com/tag/ai-in-insurance-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>AI in Insurance Interviews</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43702"><a href="https://www.aitimejournal.com/tag/autonomous-vehicles-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Autonomous Vehicles Interviews</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43689"><a href="https://www.aitimejournal.com/tag/blockchain-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Blockchain Interviews</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43686"><a href="https://www.aitimejournal.com/tag/conversational-ai-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Conversational AI Interviews</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43690"><a href="https://www.aitimejournal.com/tag/iot-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>IoT Interviews</a></li> </ul> </li> <li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-28184"><a href="https://www.aitimejournal.com/ebooks/" class="menu-link">Ebooks</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-46362"><a href="https://www.aitimejournal.com/innovators/" class="menu-link">Innovators</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-39647"><a href="/business-directory" class="menu-link">Companies<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-39648"><a href="#" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Industries<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39651"><a href="https://www.aitimejournal.com/autonomous-vehicles-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Autonomous Vehicles</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39652"><a href="https://www.aitimejournal.com/edtech-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>EdTech</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-46294"><a href="https://www.aitimejournal.com/environmental-tech-companies-to-watch/45335/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Environmental Tech</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39653"><a href="https://www.aitimejournal.com/fintech-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Financial Services</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40507"><a href="https://www.aitimejournal.com/fitness-tech-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Fitness</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40498"><a href="https://www.aitimejournal.com/food-tech-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Food Tech</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39654"><a href="https://www.aitimejournal.com/healthtech-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Healthcare</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39655"><a href="https://www.aitimejournal.com/insurtech-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Insurance</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-46295"><a href="https://www.aitimejournal.com/top-mental-health-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Mental Health</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40500"><a href="https://www.aitimejournal.com/music-tech-and-ai-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Music</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40508"><a href="https://www.aitimejournal.com/proptech-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Proptech</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40501"><a href="https://www.aitimejournal.com/renewable-energy-companies-to-watch-in-2023/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Renewable Energy</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40504"><a href="https://www.aitimejournal.com/saas-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>SaaS</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40496"><a href="https://www.aitimejournal.com/video-game-development-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Video Games</a></li> </ul> </li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-39649"><a href="#" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Functions<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-46291"><a href="https://www.aitimejournal.com/top-accounting-companies-for-digital-entrepreneurs-to-watch/44101/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Accounting</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40497"><a href="https://www.aitimejournal.com/broadcasting-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Broadcasting</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40506"><a href="https://www.aitimejournal.com/cybersecurity-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Cybersecurity</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40505"><a href="https://www.aitimejournal.com/developer-tools-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Developer Tools</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39656"><a href="https://www.aitimejournal.com/e-commerce-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>E-Commerce</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-46293"><a href="https://www.aitimejournal.com/fraud-detection-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Fraud Detection</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39657"><a href="https://www.aitimejournal.com/hr-technology-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Human Resources</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-46289"><a href="https://www.aitimejournal.com/top-home-security-companies-to-watch/45259/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Home Security</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40499"><a href="https://www.aitimejournal.com/investment-management-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Investment Management</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-46296"><a href="https://www.aitimejournal.com/top-language-learning-software-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Language Learning</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40494"><a href="https://www.aitimejournal.com/language-translation-ai-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Language Translation</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-46290"><a href="https://www.aitimejournal.com/top-neobanks-companies-to-watch/44148/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Neobanks</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39658"><a href="https://www.aitimejournal.com/productivity-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Productivity</a></li> </ul> </li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-39650"><a href="#" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Technologies<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-46292"><a href="https://www.aitimejournal.com/top-ai-api-platforms-to-watch/43542/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>AI APIs</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39663"><a href="https://www.aitimejournal.com/analytics-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Analytics</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39661"><a href="https://www.aitimejournal.com/artificial-intelligence-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Artificial Intelligence</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39670"><a href="https://www.aitimejournal.com/blockchain-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Blockchain</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39668"><a href="https://www.aitimejournal.com/conversational-ai-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Conversational AI</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39665"><a href="https://www.aitimejournal.com/crypto-and-web3-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Crypto and Web3</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40503"><a href="https://www.aitimejournal.com/data-science-and-machine-learning-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Data Science and ML</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40495"><a href="https://www.aitimejournal.com/nft-marketplaces-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>NFT</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40502"><a href="https://www.aitimejournal.com/vr-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>VR</a></li> </ul> </li> </ul> </li> <li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-22557"><a href="https://www.aitimejournal.com/resources/" class="menu-link">Resources<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-51032"><a href="https://www.aitimejournal.com/ai-agents/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>AI Agents</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-22558"><a href="https://www.aitimejournal.com/resources/data-science-and-machine-learning-books/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Data Science and Machine Learning Books</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-41768"><a href="https://www.aitimejournal.com/category/ai-time-journal-show/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Podcast</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-1024"><a href="#" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Tech Articles<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-13246"><a href="https://www.aitimejournal.com/category/blockchain/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Blockchain</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-44094"><a href="https://www.aitimejournal.com/tag/chatgpt/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>ChatGPT</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-5630"><a href="https://www.aitimejournal.com/category/conversational-ai/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Conversational AI</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-1001"><a href="https://www.aitimejournal.com/category/data-science/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Data Science</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-13250"><a href="https://www.aitimejournal.com/category/iot/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>IoT</a></li> </ul> </li> </ul> </li> <li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-7268"><a href="https://www.aitimejournal.com/events/" class="menu-link">Events</a></li> </ul></div></nav></div></div> </div> </div> </div>  <div id="ast-mobile-header" class="ast-mobile-header-wrap " data-type="dropdown"> <div class="ast-main-header-wrap main-header-bar-wrap"> <div class="ast-primary-header-bar ast-primary-header main-header-bar site-primary-header-wrap site-header-focus-item ast-builder-grid-row-layout-default ast-builder-grid-row-tablet-layout-default ast-builder-grid-row-mobile-layout-default" data-section="section-primary-header-builder"> <div class="ast-builder-grid-row ast-builder-grid-row-has-sides ast-builder-grid-row-no-center"> <div class="site-header-primary-section-left site-header-section ast-flex site-header-section-left"> <div class="ast-builder-layout-element ast-flex site-header-focus-item" data-section="title_tagline"> <div class="site-branding ast-site-identity" itemtype="https://schema.org/Organization" itemscope="itemscope"> <span class="site-logo-img"><a href="https://www.aitimejournal.com/" class="custom-logo-link" rel="home"><img width="192" height="44" src="https://www.aitimejournal.com/wp-content/uploads/2023/03/AI-Time-Journal-Logo-Transparent-Background-01-192x44.png" class="custom-logo" alt="AI Time Journal – Artificial Intelligence, Automation, Work and Business" decoding="async" srcset="https://www.aitimejournal.com/wp-content/uploads/2023/03/AI-Time-Journal-Logo-Transparent-Background-01-192x44.png 192w, https://www.aitimejournal.com/wp-content/uploads/2023/03/AI-Time-Journal-Logo-Transparent-Background-01-300x68.png 300w, https://www.aitimejournal.com/wp-content/uploads/2023/03/AI-Time-Journal-Logo-Transparent-Background-01-1024x234.png 1024w, https://www.aitimejournal.com/wp-content/uploads/2023/03/AI-Time-Journal-Logo-Transparent-Background-01-768x175.png 768w, https://www.aitimejournal.com/wp-content/uploads/2023/03/AI-Time-Journal-Logo-Transparent-Background-01-1536x350.png 1536w, https://www.aitimejournal.com/wp-content/uploads/2023/03/AI-Time-Journal-Logo-Transparent-Background-01-2048x467.png 2048w" sizes="(max-width: 192px) 100vw, 192px"/></a></span> </div>  </div> </div> <div class="site-header-primary-section-right site-header-section ast-flex ast-grid-right-section"> <div class="ast-builder-layout-element ast-flex site-header-focus-item" data-section="section-header-mobile-trigger"> <div class="ast-button-wrap"> <button type="button" class="menu-toggle main-header-menu-toggle ast-mobile-menu-trigger-minimal" aria-expanded="false"> <span class="screen-reader-text">Main Menu</span> <span class="mobile-menu-toggle-icon"> <span class="ahfb-svg-iconset ast-inline-flex svg-baseline"><svg class="ast-mobile-svg ast-menu-svg" fill="currentColor" version="1.1" xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"><path d="M3 13h18c0.552 0 1-0.448 1-1s-0.448-1-1-1h-18c-0.552 0-1 0.448-1 1s0.448 1 1 1zM3 7h18c0.552 0 1-0.448 1-1s-0.448-1-1-1h-18c-0.552 0-1 0.448-1 1s0.448 1 1 1zM3 19h18c0.552 0 1-0.448 1-1s-0.448-1-1-1h-18c-0.552 0-1 0.448-1 1s0.448 1 1 1z"></path></svg></span><span class="ahfb-svg-iconset ast-inline-flex svg-baseline"><svg class="ast-mobile-svg ast-close-svg" fill="currentColor" version="1.1" xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"><path d="M5.293 6.707l5.293 5.293-5.293 5.293c-0.391 0.391-0.391 1.024 0 1.414s1.024 0.391 1.414 0l5.293-5.293 5.293 5.293c0.391 0.391 1.024 0.391 1.414 0s0.391-1.024 0-1.414l-5.293-5.293 5.293-5.293c0.391-0.391 0.391-1.024 0-1.414s-1.024-0.391-1.414 0l-5.293 5.293-5.293-5.293c-0.391-0.391-1.024-0.391-1.414 0s-0.391 1.024 0 1.414z"></path></svg></span> </span> </button> </div> </div> </div> </div> </div> </div> <div class="ast-mobile-header-content content-align-flex-start "> <div class="ast-builder-menu-mobile ast-builder-menu ast-builder-menu-mobile-focus-item ast-builder-layout-element site-header-focus-item" data-section="section-header-mobile-menu"> <div class="ast-main-header-bar-alignment"><div class="main-header-bar-navigation"><nav class="site-navigation ast-flex-grow-1 navigation-accessibility site-header-focus-item" id="ast-mobile-site-navigation" aria-label="Site Navigation" itemtype="https://schema.org/SiteNavigationElement" itemscope="itemscope"><div class="main-navigation"><ul id="ast-hf-mobile-menu" class="main-header-menu ast-nav-menu ast-flex submenu-with-border astra-menu-animation-fade stack-on-mobile"><li class="menu-item menu-item-type-custom menu-item-object-custom current-menu-ancestor menu-item-has-children menu-item-46361"><a href="https://www.aitimejournal.com/category/courses" class="menu-link">Education<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-36979"><a href="https://www.aitimejournal.com/category/courses" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Online Courses<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36983"><a href="https://www.aitimejournal.com/best-blockchain-and-cryptocurrency-courses/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Blockchain and Cryptocurrency</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36986"><a href="https://www.aitimejournal.com/best-artificial-intelligence-courses/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Artificial Intelligence</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36980"><a href="https://www.aitimejournal.com/best-cloud-computing-courses/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Cloud Computing</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36981"><a href="https://www.aitimejournal.com/best-cybersecurity-courses/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Cybersecurity</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-22662"><a href="https://www.aitimejournal.com/best-online-data-science-and-machine-learning-courses/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Data Science and Machine Learning Courses</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36982"><a href="https://www.aitimejournal.com/best-tech-courses-for-non-techies/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Tech Courses for Non-Techies</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36985"><a href="https://www.aitimejournal.com/best-content-marketing-courses/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Content Marketing</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36984"><a href="https://www.aitimejournal.com/best-leadership-courses/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Leadership</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-43515"><a href="https://www.aitimejournal.com/best-storytelling-courses/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Storytelling</a></li> </ul> </li> <li class="menu-item menu-item-type-custom menu-item-object-custom current-menu-ancestor current-menu-parent menu-item-has-children menu-item-36989"><a href="https://www.aitimejournal.com/how-to-get-into-data-science" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>How-To Guides<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36990"><a href="https://www.aitimejournal.com/how-to-go-into-cybersecurity/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>How to Go Into Cybersecurity</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-36994"><a href="https://www.aitimejournal.com/how-to-build-a-personal-brand-as-a-data-scientist/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>How to Build a Personal Brand as a Data Scientist</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-36992"><a href="https://www.aitimejournal.com/how-to-get-into-data-science/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>How to Get Into Data Science in 2024</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post current-menu-item menu-item-36991"><a href="https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer/" aria-current="page" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>How to Become a Machine Learning Engineer</a></li> </ul> </li> </ul> </li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-47847"><a href="https://www.aitimejournal.com/tag/ceo-interviews/" class="menu-link">Interviews<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-8962"><a href="https://www.aitimejournal.com/category/interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>All Interviews</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43701"><a href="https://www.aitimejournal.com/tag/ceo-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>CEO Interviews</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-46767"><a href="https://www.aitimejournal.com/tag/executive-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Executive Interviews</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43684"><a href="https://www.aitimejournal.com/tag/data-science-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Data Science Interviews</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43685"><a href="https://www.aitimejournal.com/tag/ai-in-education-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>AI in Education Interviews</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43687"><a href="https://www.aitimejournal.com/tag/ai-in-healthcare-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>AI in Healthcare Interviews</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43688"><a href="https://www.aitimejournal.com/tag/ai-in-insurance-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>AI in Insurance Interviews</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43702"><a href="https://www.aitimejournal.com/tag/autonomous-vehicles-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Autonomous Vehicles Interviews</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43689"><a href="https://www.aitimejournal.com/tag/blockchain-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Blockchain Interviews</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43686"><a href="https://www.aitimejournal.com/tag/conversational-ai-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Conversational AI Interviews</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-43690"><a href="https://www.aitimejournal.com/tag/iot-interviews/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>IoT Interviews</a></li> </ul> </li> <li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-28184"><a href="https://www.aitimejournal.com/ebooks/" class="menu-link">Ebooks</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-46362"><a href="https://www.aitimejournal.com/innovators/" class="menu-link">Innovators</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-39647"><a href="/business-directory" class="menu-link">Companies<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-39648"><a href="#" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Industries<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39651"><a href="https://www.aitimejournal.com/autonomous-vehicles-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Autonomous Vehicles</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39652"><a href="https://www.aitimejournal.com/edtech-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>EdTech</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-46294"><a href="https://www.aitimejournal.com/environmental-tech-companies-to-watch/45335/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Environmental Tech</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39653"><a href="https://www.aitimejournal.com/fintech-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Financial Services</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40507"><a href="https://www.aitimejournal.com/fitness-tech-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Fitness</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40498"><a href="https://www.aitimejournal.com/food-tech-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Food Tech</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39654"><a href="https://www.aitimejournal.com/healthtech-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Healthcare</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39655"><a href="https://www.aitimejournal.com/insurtech-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Insurance</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-46295"><a href="https://www.aitimejournal.com/top-mental-health-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Mental Health</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40500"><a href="https://www.aitimejournal.com/music-tech-and-ai-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Music</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40508"><a href="https://www.aitimejournal.com/proptech-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Proptech</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40501"><a href="https://www.aitimejournal.com/renewable-energy-companies-to-watch-in-2023/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Renewable Energy</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40504"><a href="https://www.aitimejournal.com/saas-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>SaaS</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40496"><a href="https://www.aitimejournal.com/video-game-development-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Video Games</a></li> </ul> </li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-39649"><a href="#" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Functions<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-46291"><a href="https://www.aitimejournal.com/top-accounting-companies-for-digital-entrepreneurs-to-watch/44101/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Accounting</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40497"><a href="https://www.aitimejournal.com/broadcasting-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Broadcasting</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40506"><a href="https://www.aitimejournal.com/cybersecurity-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Cybersecurity</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40505"><a href="https://www.aitimejournal.com/developer-tools-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Developer Tools</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39656"><a href="https://www.aitimejournal.com/e-commerce-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>E-Commerce</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-46293"><a href="https://www.aitimejournal.com/fraud-detection-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Fraud Detection</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39657"><a href="https://www.aitimejournal.com/hr-technology-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Human Resources</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-46289"><a href="https://www.aitimejournal.com/top-home-security-companies-to-watch/45259/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Home Security</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40499"><a href="https://www.aitimejournal.com/investment-management-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Investment Management</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-46296"><a href="https://www.aitimejournal.com/top-language-learning-software-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Language Learning</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40494"><a href="https://www.aitimejournal.com/language-translation-ai-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Language Translation</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-46290"><a href="https://www.aitimejournal.com/top-neobanks-companies-to-watch/44148/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Neobanks</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39658"><a href="https://www.aitimejournal.com/productivity-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Productivity</a></li> </ul> </li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-39650"><a href="#" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Technologies<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-46292"><a href="https://www.aitimejournal.com/top-ai-api-platforms-to-watch/43542/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>AI APIs</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39663"><a href="https://www.aitimejournal.com/analytics-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Analytics</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39661"><a href="https://www.aitimejournal.com/artificial-intelligence-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Artificial Intelligence</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39670"><a href="https://www.aitimejournal.com/blockchain-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Blockchain</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39668"><a href="https://www.aitimejournal.com/conversational-ai-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Conversational AI</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-39665"><a href="https://www.aitimejournal.com/crypto-and-web3-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Crypto and Web3</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40503"><a href="https://www.aitimejournal.com/data-science-and-machine-learning-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Data Science and ML</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40495"><a href="https://www.aitimejournal.com/nft-marketplaces-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>NFT</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-post menu-item-40502"><a href="https://www.aitimejournal.com/vr-companies-to-watch/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>VR</a></li> </ul> </li> </ul> </li> <li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-22557"><a href="https://www.aitimejournal.com/resources/" class="menu-link">Resources<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-51032"><a href="https://www.aitimejournal.com/ai-agents/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>AI Agents</a></li> <li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-22558"><a href="https://www.aitimejournal.com/resources/data-science-and-machine-learning-books/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Data Science and Machine Learning Books</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-41768"><a href="https://www.aitimejournal.com/category/ai-time-journal-show/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Podcast</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-1024"><a href="#" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Tech Articles<span role="application" class="dropdown-menu-toggle ast-header-navigation-arrow" tabindex="0" aria-expanded="false" aria-label="Menu Toggle"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></span></a><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span></button> <ul class="sub-menu"> <li class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-13246"><a href="https://www.aitimejournal.com/category/blockchain/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Blockchain</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-44094"><a href="https://www.aitimejournal.com/tag/chatgpt/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>ChatGPT</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-5630"><a href="https://www.aitimejournal.com/category/conversational-ai/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Conversational AI</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-1001"><a href="https://www.aitimejournal.com/category/data-science/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>Data Science</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-13250"><a href="https://www.aitimejournal.com/category/iot/" class="menu-link"><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span>IoT</a></li> </ul> </li> </ul> </li> <li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-7268"><a href="https://www.aitimejournal.com/events/" class="menu-link">Events</a></li> </ul></div></nav></div></div> </div> </div> </div> </header> <div id="content" class="site-content"> <div class="ast-container"> <div id="primary" class="content-area primary"> <main id="main" class="site-main"> <article class="post-36533 post type-post status-publish format-standard has-post-thumbnail hentry category-automation category-big-data category-career category-tech ast-article-single" id="post-36533" itemtype="https://schema.org/CreativeWork" itemscope="itemscope"> <div class="ast-post-format- single-layout-1 ast-no-date-box"> <header class="entry-header "> <h1 class="entry-title" itemprop="headline">How to Become a Machine Learning Engineer</h1><div class="entry-meta">By <span class="posted-by vcard author" itemtype="https://schema.org/Person" itemscope="itemscope" itemprop="author"> <a title="View all posts by Kyle Fritz" href="https://www.aitimejournal.com/author/kyle-fritz/" rel="author" class="url fn n" itemprop="url"> <span class="author-name" itemprop="name"> Kyle Fritz </span> </a> </span> / Updated December 30, 2022</div> </header> <div class="entry-content clear" ast-blocks-layout="true" itemprop="text"> <figure class="wp-block-post-featured-image"><img loading="lazy" width="1200" height="741" src="https://www.aitimejournal.com/wp-content/uploads/2022/06/Article_Thumbnail_Generator_1200x741-2.jpg" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="" decoding="async" srcset="https://www.aitimejournal.com/wp-content/uploads/2022/06/Article_Thumbnail_Generator_1200x741-2.jpg 1200w, https://www.aitimejournal.com/wp-content/uploads/2022/06/Article_Thumbnail_Generator_1200x741-2-300x185.jpg 300w, https://www.aitimejournal.com/wp-content/uploads/2022/06/Article_Thumbnail_Generator_1200x741-2-1024x632.jpg 1024w, https://www.aitimejournal.com/wp-content/uploads/2022/06/Article_Thumbnail_Generator_1200x741-2-768x474.jpg 768w, https://www.aitimejournal.com/wp-content/uploads/2022/06/Article_Thumbnail_Generator_1200x741-2-348x215.jpg 348w" sizes="(max-width: 1200px) 100vw, 1200px"/></figure> <p>One of the most critical aspects of working in the AI field is implementing machine learning to make the AI adapt to its role over time. The primary issue for machine learning is the steep learning curve. When it comes to machine learning, the <strong>prospect of coding</strong> is a massive hurdle to get over. </p> <p>Building a career takes time and effort but the path is often unclear. Thankfully, we have narrowed down the process to four distinct steps and got your future machine learning career kickstarted.</p> <figure class="wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio"><div class="wp-block-embed__wrapper"> <div class="ast-oembed-container " style="height: 100%;"><iframe loading="lazy" title="How to Become a Machine Learning Engineer" width="1200" height="675" data-ezsrc="https://www.youtube.com/embed/d2hZOPhR954?feature=oembed" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen="" class="ezlazyload"></iframe></div> </div></figure> <h2 id="build-a-portfolio"><strong>Build a Portfolio</strong></h2> <p>When looking to start a career you have nothing to your name, you effectively don’t exist and you need to find a way to become more seen. The best way to do that is to<strong> get up and do it</strong>. </p> <p><strong>Start with learning your program of choice</strong>. There are many different choices to pick from in the AI field, but <a href="https://www.aitimejournal.com/highest-paying-programming-languages" data-wpel-link="internal">the most commonly chosen tool is <strong>Python</strong></a>. Use this or other programs like <strong>R</strong> or <strong>Java</strong> and build up a portfolio to present prospective companies with a plethora of work. The more work you have on file, the better you will look to employers. </p> <p>There are a few reasons for Python being the go-to <a href="https://www.aitimejournal.com/free-online-coding-courses-to-complete" data-wpel-link="internal">choice for coding</a>. For starters, it’s the oldest with the initial model being conceived in the 1980s meaning it has had time to work out any kinks that would be problematic for it. Python is also generally better at handling larger amounts of data meaning you get better results the more you test the data. Though R is better for giving better visuals of the data and Java is good at getting results and processing quickly, choosing Python is the far easier and most likely most efficient choice.</p> <h2 id="develop-a-personal-project"><strong>Develop a Personal Project</strong></h2> <p>When you have a sample size of information, it’s time for a big project to push yourself further into the coding world. The best start for this is to <strong>find something that you like and devise a plan to implement AI into said idea</strong>. Since it is a topic that you would be interested in, it gives you more of an incentive to work harder on it and make sure it is successful. </p> <p>There are a few different easy topics for these projects, such as stock projections and movie recommendations based on past searches, but anything is <a href="https://www.aitimejournal.com/the-differences-between-ai-and-machine-learning" data-wpel-link="internal">on the table with AI</a>. AI is such a broad but dense topic that you can genuinely do whatever you please. As long as you gain data and the program can learn from that data, the project would be worthwhile. </p> <h2 id="practice-getting-proper-data"><strong>Practice Getting Proper Data</strong></h2> <p>Now that you have completed your passion project, it’s time to make sure that everything is in order. The best way of doing this is to ensure that the data that you have collected is “<strong>correct</strong>“.</p> <p>Now, even though all data is essentially good to see, there is data that would be preferable to others. For example, we never want to see a large amount of outlier data that can lead to a full restructuring of the project. The major tenements for good data that you want to follow are</p> <ul><li>Accuracy</li><li>Completeness</li><li>Reliability</li><li>Relevance</li><li>Timeliness </li></ul> <p>These ensure that the data is not only of good quality but that the data is valuable for the project you are conducting.</p> <p>Making sure that the data is giving you good signs and that the project is going well will make sure your projects are far more presentable and that you know what you’re doing. At the same time, <strong>don’t feel like having bad data is a bad thing</strong>, the most likely problem is that there are one or two errors that just need correcting in order to get the data you seek.</p> <h2 id="apply-to-machine-learning-jobs"><strong>Apply to Machine Learning Jobs</strong></h2> <p>Now that you have a sizable amount of work to your name it’s time for the best part. It is time to show your work to prospective employers. Using your hopefully large back catalog of work <strong>you can start to apply to machine learning jobs</strong>.</p> <p><a href="https://jooble.org/jobs-remote-data-engineer" data-wpel-link="external" rel="follow external noopener">Looking for a job</a> is always the hardest part, followed by the interview itself so optimizing your time is of the <strong>utmost importance</strong>. Try doing freelance work or more independent projects while <a href="https://www.aitimejournal.com/companies-for-remote-workers-to-watch" data-wpel-link="internal">searching for a job </a>to extend that portfolio or even replace some work that would be considered lesser in comparison to your up-to-date work. Hopefully, through these means, an employer will see that work that gives you your dream job.</p> <div class="ss-inline-share-wrapper ss-stretched-inline-content ss-small-icons ss-with-spacing ss-rounded-icons"> <p class="ss-social-share-label"> <span>Share via:</span> </p> <div class="ss-inline-share-content"> <ul class="ss-social-icons-container"> <li class=""> <a href="#" data-ss-ss-link="https://www.linkedin.com/shareArticle?title=How%20to%20Become%20a%20Machine%20Learning%20Engineer&url=https%3A%2F%2Fwww.aitimejournal.com%2Fhow-to-become-a-machine-learning-engineer%2F&mini=true" class="ss-linkedin-color" rel="nofollow noopener" data-ss-ss-network-id="linkedin" data-ss-ss-post-id="36533" data-ss-ss-location="inline_content" data-ss-ss-permalink="https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer/" data-ss-ss-type="share" data-wpel-link="internal"> <span class="ss-share-network-content"> <i class="ss-network-icon"><svg class="ss-svg-icon" aria-hidden="true" role="img" focusable="false" width="32" height="32" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" d="M29.632 0C30.939 0 32 1.032 32 2.307v27.384C32 30.966 30.939 32 29.632 32H2.36C1.058 32 0 30.966 0 29.69V2.308C0 1.032 1.058 0 2.36 0h27.272zM9.149 11.638h-4.77V27h4.77V11.638zm12.133-.382c-2.318 0-3.874 1.273-4.509 2.48h-.066v-2.098H12.14V27h4.76v-7.599c0-2.004.378-3.946 2.858-3.946 2.447 0 2.475 2.29 2.475 4.072V27H27v-8.423c0-4.138-.893-7.32-5.718-7.32v-.001zM6.764 4A2.766 2.766 0 004 6.769a2.765 2.765 0 105.528 0A2.767 2.767 0 006.765 4h-.001z"></path></svg></i> <span class="ss-network-label">LinkedIn</span> </span> </a> </li> <li class=""> <a href="#" data-ss-ss-link="https://twitter.com/intent/tweet?text=How+to+Become+a+Machine+Learning+Engineer&url=https%3A%2F%2Fwww.aitimejournal.com%2Fhow-to-become-a-machine-learning-engineer%2F&via=AITimeJournal" class="ss-twitter-color" rel="nofollow noopener" data-ss-ss-network-id="twitter" data-ss-ss-post-id="36533" data-ss-ss-location="inline_content" data-ss-ss-permalink="https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer/" data-ss-ss-type="share" data-wpel-link="internal"> <span class="ss-share-network-content"> <i class="ss-network-icon"><svg class="ss-svg-icon" aria-hidden="true" role="img" focusable="false" width="32" height="32" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg"><path d="M28.75 9.5c0 0.25 0 0.563 0 0.813 0 8.688-6.625 18.688-18.688 18.688-3.688 0-7.188-1.063-10.063-2.938 0.5 0.063 1.063 0.063 1.563 0.063 3.063 0 5.938-1 8.188-2.813-2.875 0-5.313-1.938-6.188-4.563 0.438 0.125 0.813 0.125 1.25 0.125 0.625 0 1.188-0.063 1.75-0.188-3-0.625-5.25-3.313-5.25-6.438 0-0.063 0-0.063 0-0.125 0.875 0.5 1.875 0.813 2.938 0.813-1.75-1.125-2.938-3.188-2.938-5.438 0-1.188 0.375-2.313 0.938-3.313 3.188 4 8.063 6.625 13.5 6.875-0.125-0.5-0.188-1-0.188-1.5 0-3.625 2.938-6.563 6.563-6.563 1.938 0 3.625 0.813 4.813 2.063 1.5-0.313 2.938-0.813 4.188-1.563-0.5 1.5-1.563 2.813-2.875 3.625 1.313-0.188 2.563-0.5 3.75-1.063-0.875 1.313-2 2.5-3.25 3.438z"></path></svg></i> <span class="ss-network-label">Twitter</span> </span> </a> </li> <li class=""> <a href="#" data-ss-ss-link="https://www.facebook.com/sharer.php?t=How%20to%20Become%20a%20Machine%20Learning%20Engineer&u=https%3A%2F%2Fwww.aitimejournal.com%2Fhow-to-become-a-machine-learning-engineer%2F" class="ss-facebook-color" rel="nofollow noopener" data-ss-ss-network-id="facebook" data-ss-ss-post-id="36533" data-ss-ss-location="inline_content" data-ss-ss-permalink="https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer/" data-ss-ss-type="share" data-has-api="true" data-wpel-link="internal"> <span class="ss-share-network-content"> <i class="ss-network-icon"><svg class="ss-svg-icon" aria-hidden="true" role="img" focusable="false" width="32" height="32" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg"><path d="M32 16.098C32 7.208 24.837 0 16 0S0 7.207 0 16.098C0 24.133 5.851 30.792 13.5 32V20.751H9.437v-4.653H13.5V12.55c0-4.034 2.389-6.263 6.043-6.263 1.751 0 3.582.315 3.582.315v3.961h-2.018c-1.987 0-2.607 1.241-2.607 2.514v3.02h4.438l-.71 4.653H18.5V32C26.149 30.792 32 24.133 32 16.098z"></path></svg></i> <span class="ss-network-label">Facebook</span> </span> </a> </li> </ul> </div> </div> <div class="astra-advanced-hook-43079 "> <p> </p><div class="ast-single-author-box"> <div class="ast-author-meta" style="padding-top: 0px;padding-left: 0px;"> <div class="about-author-title-wrapper"> <h3 class="about-author">About The Author</h3> </div> <div class="ast-author-details"> <div class="post-author-avatar"> <a href="https://www.aitimejournal.com/author/kyle-fritz/" rel="author"> <img alt="" src="https://www.aitimejournal.com/wp-content/uploads/2022/04/1605556671687.jpg" style="border-radius: 50%;" height="100" width="100" loading="lazy"/> </a> </div> <div class="post-author-bio"> <a class="url fn n" href="https://www.aitimejournal.com/author/kyle-fritz/" rel="author"> <h4 class="author-title">Kyle Fritz</h4> </a> <div class="post-author-desc"> Kyle believes work ethic is everything. As a strong advocate for prioritizing tasks, he is committed to pushing himself to deliver results and complete assignments with excellence. </div> </div> </div> </div> </div> <p></p> </div> <div class="entry-meta">Categories: <span class="ast-blog-single-element ast-taxonomy-container cat-links "><a href="https://www.aitimejournal.com/category/automation/" rel="category tag">Automation</a>, <a href="https://www.aitimejournal.com/category/big-data/" rel="category tag">Big Data</a>, <a href="https://www.aitimejournal.com/category/career/" rel="category tag">Career</a>, <a href="https://www.aitimejournal.com/category/tech/" rel="category tag">Tech</a></span></div> </div> </div> </article> <nav class="navigation post-navigation" role="navigation" aria-label="Post navigation"> <span class="screen-reader-text">Post navigation</span> <div class="nav-links"><div class="nav-previous"><a title="6 Components of Successful Digital Marketing Strategies You Should Know" href="https://www.aitimejournal.com/6-components-of-successful-digital-marketing-strategies-you-should-know/36523/" rel="prev"><span class="ast-left-arrow">←</span> Previous Post</a></div><div class="nav-next"><a title="Breaking Into Data Science and AI with Bob Bress" href="https://www.aitimejournal.com/breaking-into-data-science-and-ai-with-bob-bress/" rel="next">Next Post <span class="ast-right-arrow">→</span></a></div></div> </nav><div class="ast-single-related-posts-container ast-container--fallback"><div class="ast-related-posts-title-section"> <h2 class="ast-related-posts-title"> Related Articles </h2> </div><div class="ast-related-posts-wrapper"> <article class="ast-related-post post-51693 post type-post status-publish format-standard has-post-thumbnail hentry category-career category-tech"> <div class="ast-related-posts-inner-section"> <div class="ast-related-post-content"> <header class="entry-header related-entry-header"> <h3 class="ast-related-post-title entry-title"> <a href="https://www.aitimejournal.com/finding-your-dream-job-in-2025-a-guide-to-navigating-an-era-of-change/51693/" target="_self" rel="bookmark noopener noreferrer">Finding Your Dream Job in 2025: A Guide to Navigating an Era of Change</a> </h3> <div class="entry-meta ast-related-cat-style--none ast-related-tag-style--none"><span class="ast-taxonomy-container cat-links default"><a href="https://www.aitimejournal.com/category/career/" rel="category tag">Career</a>, <a href="https://www.aitimejournal.com/category/tech/" rel="category tag">Tech</a></span> / By <span class="posted-by vcard author" itemtype="https://schema.org/Person" itemscope="itemscope" itemprop="author"> <a title="View all posts by Anna Gagarina" href="https://www.aitimejournal.com/author/anna-gagarina/" rel="author" class="url fn n" itemprop="url"> <span class="author-name" itemprop="name"> Anna Gagarina </span> </a> </span> </div> </header> <div class="entry-content clear"> </div> </div> </div> </article> <article class="ast-related-post post-51685 post type-post status-publish format-standard has-post-thumbnail hentry category-tech"> <div class="ast-related-posts-inner-section"> <div class="ast-related-post-content"> <header class="entry-header related-entry-header"> <h3 class="ast-related-post-title entry-title"> <a href="https://www.aitimejournal.com/how-ai-object-detection-is-shaping-the-future-of-retail/51685/" target="_self" rel="bookmark noopener noreferrer">How AI Object Detection is Shaping the Future of Retail</a> </h3> <div class="entry-meta ast-related-cat-style--none ast-related-tag-style--none"><span class="ast-taxonomy-container cat-links default"><a href="https://www.aitimejournal.com/category/tech/" rel="category tag">Tech</a></span> / By <span class="posted-by vcard author" itemtype="https://schema.org/Person" itemscope="itemscope" itemprop="author"> <a title="View all posts by AITJ Staff Writer" href="https://www.aitimejournal.com/author/aitj-staff-writer/" rel="author" class="url fn n" itemprop="url"> <span class="author-name" itemprop="name"> AITJ Staff Writer </span> </a> </span> </div> </header> <div class="entry-content clear"> </div> </div> </div> </article> <article class="ast-related-post post-51660 post type-post status-publish format-standard has-post-thumbnail hentry category-tech tag-vertical-ai"> <div class="ast-related-posts-inner-section"> <div class="ast-related-post-content"> <header class="entry-header related-entry-header"> <h3 class="ast-related-post-title entry-title"> <a href="https://www.aitimejournal.com/vertical-ai-meets-saas-the-rise-of-industry-specific-ai-as-a-service-aiaas/51660/" target="_self" rel="bookmark noopener noreferrer">Vertical AI Meets SaaS: The Rise of Industry-Specific AI-as-a-Service (AIaaS)</a> </h3> <div class="entry-meta ast-related-cat-style--none ast-related-tag-style--none"><span class="ast-taxonomy-container cat-links default"><a href="https://www.aitimejournal.com/category/tech/" rel="category tag">Tech</a></span> / By <span class="posted-by vcard author" itemtype="https://schema.org/Person" itemscope="itemscope" itemprop="author"> <a title="View all posts by Shubham Gupta" href="https://www.aitimejournal.com/author/shubham-gupta/" rel="author" class="url fn n" itemprop="url"> <span class="author-name" itemprop="name"> Shubham Gupta </span> </a> </span> </div> </header> <div class="entry-content clear"> </div> </div> </div> </article> </div> </div> </main> </div> <div class="widget-area secondary" id="secondary" itemtype="https://schema.org/WPSideBar" itemscope="itemscope"> <div class="sidebar-main"> <aside id="recent-posts-7" class="widget widget_recent_entries"> <h2 class="widget-title">Recent Articles</h2><nav aria-label="Recent Articles"> <ul> <li> <a href="https://www.aitimejournal.com/nilutpal-pegu-vice-president-global-head-of-digital-balancing-digital-innovation-in-pharma-ai-in-rare-diseases-leadership-in-transformation-data-science-pitfalls-e-commerce-and-future/51709/">Nilutpal Pegu, Vice President, Global Head of Digital — Balancing Digital Innovation in Pharma, AI in Rare Diseases, Leadership in Transformation, Data Science Pitfalls, E-Commerce, and Future Trends</a> </li> <li> <a href="https://www.aitimejournal.com/finding-your-dream-job-in-2025-a-guide-to-navigating-an-era-of-change/51693/">Finding Your Dream Job in 2025: A Guide to Navigating an Era of Change</a> </li> <li> <a href="https://www.aitimejournal.com/how-ai-object-detection-is-shaping-the-future-of-retail/51685/">How AI Object Detection is Shaping the Future of Retail</a> </li> <li> <a href="https://www.aitimejournal.com/shankar-narayanan-sgs-principal-architect-at-microsoft-ai-and-automation-integration-bridging-ai-with-cloud-open-source-vs-proprietary-ai-responsible-ai-ai-in-data-platforms-llm-risks/51667/">Shankar Narayanan SGS, Principal Architect at Microsoft — AI and Automation Integration, Bridging AI with Cloud, Open-Source vs. Proprietary AI, Responsible AI, AI in Data Platforms, LLM Risks, Future AI Trends</a> </li> <li> <a href="https://www.aitimejournal.com/kevin-frechette-co-founder-ceo-at-fairmarkit-journey-from-ibm-and-dell-defining-agentic-ai-ai-adoption-challenges-ensuring-compliance-high-stakes-applications-scaling-innovation/51626/">Kevin Frechette, Co-Founder & CEO at Fairmarkit — Journey from IBM and Dell, Defining Agentic AI, AI Adoption Challenges, Ensuring Compliance, High-Stakes Applications, Scaling Innovation, Procurement Evolution, Success Metrics, Sonoco Case Study, Entrepreneur Advice</a> </li> </ul> </nav></aside> </div> </div> </div>  </div> <footer class="site-footer" id="colophon" itemtype="https://schema.org/WPFooter" itemscope="itemscope" itemid="#colophon"> <div class="site-primary-footer-wrap ast-builder-grid-row-container site-footer-focus-item ast-builder-grid-row-3-equal ast-builder-grid-row-tablet-3-equal ast-builder-grid-row-mobile-full ast-footer-row-stack ast-footer-row-tablet-stack ast-footer-row-mobile-stack" data-section="section-primary-footer-builder"> <div class="ast-builder-grid-row-container-inner"> <div class="ast-builder-footer-grid-columns site-primary-footer-inner-wrap ast-builder-grid-row"> <div class="site-footer-primary-section-1 site-footer-section site-footer-section-1"> <aside class="footer-widget-area widget-area site-footer-focus-item footer-widget-area-inner" data-section="sidebar-widgets-footer-widget-1" aria-label="Footer Widget 1"> <section id="nav_menu-9" class="widget widget_nav_menu"><nav class="menu-footer-left-container" aria-label="Menu"><ul id="menu-footer-left" class="menu"><li id="menu-item-31115" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-31115"><a href="https://www.aitimejournal.com/about/" class="menu-link">About</a></li> <li id="menu-item-46546" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-46546"><a href="https://www.aitimejournal.com/ai-frontier-network/" class="menu-link">AI Frontier Network</a></li> <li id="menu-item-50419" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-50419"><a href="https://www.aitimejournal.com/ai-capital-forum/" class="menu-link">AI Capital Forum</a></li> <li id="menu-item-48333" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-48333"><a href="https://www.aitimejournal.com/ai-for-energy-initiative/" class="menu-link">AI for Energy Initiative</a></li> <li id="menu-item-43797" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-43797"><a href="https://www.aitimejournal.com/ambassadors/" class="menu-link">Ambassadors</a></li> <li id="menu-item-31212" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-31212"><a href="https://www.aitimejournal.com/internship-opportunities/" class="menu-link">Internship Opportunities</a></li> <li id="menu-item-31213" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-31213"><a href="https://www.aitimejournal.com/media-partnership-inquiries/" class="menu-link">Media Partnerships</a></li> </ul></nav></section> </aside> </div> <div class="site-footer-primary-section-2 site-footer-section site-footer-section-2"> <aside class="footer-widget-area widget-area site-footer-focus-item footer-widget-area-inner" data-section="sidebar-widgets-footer-widget-2" aria-label="Footer Widget 2"> <section id="nav_menu-6" class="widget widget_nav_menu"><nav class="menu-footer-mid-container" aria-label="Menu"><ul id="menu-footer-mid" class="menu"><li id="menu-item-43592" class="menu-item menu-item-type-post_type menu-item-object-page current_page_parent menu-item-43592"><a href="https://www.aitimejournal.com/journal/" class="menu-link">All Articles</a></li> <li id="menu-item-44092" class="menu-item menu-item-type-taxonomy menu-item-object-post_tag menu-item-44092"><a href="https://www.aitimejournal.com/tag/chatgpt/" class="menu-link">ChatGPT</a></li> <li id="menu-item-43598" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-43598"><a href="https://www.aitimejournal.com/category/courses/" class="menu-link">Courses</a></li> <li id="menu-item-31118" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-31118"><a href="https://www.aitimejournal.com/category/data-science/" class="menu-link">Data Science</a></li> <li id="menu-item-44227" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-44227"><a href="https://www.aitimejournal.com/deals/" class="menu-link">Deals</a></li> <li id="menu-item-31120" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-31120"><a href="https://www.aitimejournal.com/ebooks/" class="menu-link">Ebooks</a></li> <li id="menu-item-31127" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-31127"><a href="https://www.aitimejournal.com/events/" class="menu-link">Events</a></li> <li id="menu-item-31119" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-31119"><a href="https://www.aitimejournal.com/category/interviews/" class="menu-link">Interviews</a></li> <li id="menu-item-31125" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-31125"><a href="https://www.aitimejournal.com/resources/" class="menu-link">Resources</a></li> </ul></nav></section> </aside> </div> <div class="site-footer-primary-section-3 site-footer-section site-footer-section-3"> <aside class="footer-widget-area widget-area site-footer-focus-item footer-widget-area-inner" data-section="sidebar-widgets-footer-widget-3" aria-label="Footer Widget 3"> <section id="nav_menu-19" class="widget widget_nav_menu"><nav class="menu-footer-right-container" aria-label="Menu"><ul id="menu-footer-right" class="menu"><li id="menu-item-33125" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-33125"><a href="https://www.aitimejournal.com/contact-us/" class="menu-link">Contact Us</a></li> <li id="menu-item-46352" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-46352"><a href="https://www.aitimejournal.com/interview-inquiries/" class="menu-link">Interview Inquiries</a></li> <li id="menu-item-31136" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-31136"><a href="https://www.aitimejournal.com/media-kit/" class="menu-link">Media Kit</a></li> <li id="menu-item-31137" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-31137"><a href="https://www.aitimejournal.com/privacy-policy/" class="menu-link">Privacy Policy</a></li> <li id="menu-item-31138" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-31138"><a href="https://www.aitimejournal.com/terms-and-conditions/" class="menu-link">Terms and conditions</a></li> </ul></nav></section><section id="block-5" class="widget widget_block"><p> </p><div class="astra-advanced-hook-43036 "> <div class="connect-with-us-social"> <b>Connect with us</b><br/> <a href="https://www.linkedin.com/company/ai-time-journal/" class="social-footer-ld" target="_blank" rel="nofollow noopener"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <path d="M12 0c-6.627 0-12 5.373-12 12s5.373 12 12 12 12-5.373 12-12-5.373-12-12-12zm-2 16h-2v-6h2v6zm-1-6.891c-.607 0-1.1-.496-1.1-1.109 0-.612.492-1.109 1.1-1.109s1.1.497 1.1 1.109c0 .613-.493 1.109-1.1 1.109zm8 6.891h-1.998v-2.861c0-1.881-2.002-1.722-2.002 0v2.861h-2v-6h2v1.093c.872-1.616 4-1.736 4 1.548v3.359z"></path></svg></a> <a href="https://www.x.com/AITimeJournal" class="social-footer-tw" target="_blank" rel="nofollow noopener">  <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <g transform="scale(0.16)"> <path d="M67 .55C40.648 3.3 17.102 20.649 6.398 45.2-.5 61.05-1.648 79.3 3.25 96.101c6.05 20.949 21.7 38.648 41.95 47.5 15.85 6.898 34.1 8.046 50.902 3.148 25.148-7.25 44.949-27.898 51.449-53.55C157.699 53 132.8 11.897 92.5 2.3 83.648.2 75.852-.351 67 .55ZM68 47c6.398 8.5 11.8 15.5 12 15.5.2 0 6.852-7 14.7-15.5l14.35-15.5h8.15l-1.75 1.852c-1 1.046-7.5 8.097-14.45 15.648-6.95 7.55-13.75 14.898-15.102 16.25L83.5 67.8l18.75 24.95c10.3 13.75 18.75 25.148 18.75 25.352 0 .25-6.148.398-13.602.398l-13.648-.05-12.7-17C72.3 89.7 68.2 84.647 67.8 84.95c-.3.25-7.402 7.902-15.8 17L36.75 118.5h-3.852c-2.148 0-3.898-.102-3.898-.25 0-.148 7.95-8.852 17.648-19.3 9.653-10.45 17.653-19.2 17.75-19.348C64.45 79.398 56.5 68.55 46.75 55.5 37 42.5 29 31.75 29 31.648c0-.097 6.148-.148 13.7-.148h13.698Zm0 0" style="stroke:none;fill-rule:nonzero;fill:#000;fill-opacity:1"></path> <path d="M41.352 38.2c.199.35 12.796 17.25 27.898 37.448l27.5 36.801 6.148.051c3.801 0 6.102-.2 6-.5-.046-.25-12.597-17.148-27.796-37.5l-27.704-37H47.2c-5.148 0-6.199.102-5.847.7Zm0 0" style="stroke:none;fill-rule:nonzero;fill:#000;fill-opacity:1"></path> </g></svg> </a> <a href="https://www.facebook.com/AITimeJournal" class="social-footer-fb" target="_blank" rel="nofollow noopener"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <path d="M12 0c-6.627 0-12 5.373-12 12s5.373 12 12 12 12-5.373 12-12-5.373-12-12-12zm3 8h-1.35c-.538 0-.65.221-.65.778v1.222h2l-.209 2h-1.791v7h-3v-7h-2v-2h2v-2.308c0-1.769.931-2.692 3.029-2.692h1.971v3z"></path></svg></a> <a href="https://www.youtube.com/@aitimejournal" class="social-footer-yt" target="_blank" rel="nofollow noopener"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <path d="M12 0c-6.627 0-12 5.373-12 12s5.373 12 12 12 12-5.373 12-12-5.373-12-12-12zm4.441 16.892c-2.102.144-6.784.144-8.883 0-2.276-.156-2.541-1.27-2.558-4.892.017-3.629.285-4.736 2.558-4.892 2.099-.144 6.782-.144 8.883 0 2.277.156 2.541 1.27 2.559 4.892-.018 3.629-.285 4.736-2.559 4.892zm-6.441-7.234l4.917 2.338-4.917 2.346v-4.684z"></path></svg></a> <a href="https://www.aitimejournal.com/feed/" class="wplogout-social-footer-rss" target="_blank" rel="nofollow noopener"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"><path d="M12 0c-6.627 0-12 5.373-12 12s5.373 12 12 12 12-5.373 12-12-5.373-12-12-12zm-3.374 17c-.897 0-1.626-.727-1.626-1.624s.729-1.624 1.626-1.624 1.626.727 1.626 1.624-.729 1.624-1.626 1.624zm3.885 0c-.03-3.022-2.485-5.474-5.511-5.504v-2.406c4.361.03 7.889 3.555 7.92 7.91h-2.409zm4.081 0c-.016-5.297-4.303-9.571-9.592-9.594v-2.406c6.623.023 11.985 5.384 12 12h-2.408z"></path></svg></a> </div> </div> <p></p> </section> </aside> </div> </div> </div> </div> <div class="site-below-footer-wrap ast-builder-grid-row-container site-footer-focus-item ast-builder-grid-row-full ast-builder-grid-row-tablet-full ast-builder-grid-row-mobile-full ast-footer-row-stack ast-footer-row-tablet-stack ast-footer-row-mobile-stack" data-section="section-below-footer-builder"> <div class="ast-builder-grid-row-container-inner"> <div class="ast-builder-footer-grid-columns site-below-footer-inner-wrap ast-builder-grid-row"> <div class="site-footer-below-section-1 site-footer-section site-footer-section-1"> <div class="ast-builder-layout-element ast-flex site-footer-focus-item ast-footer-copyright" data-section="section-footer-builder"> <div class="ast-footer-copyright"><p>Copyright © 2025 AI Time Journal.</p> </div> </div> </div> </div> </div> </div> </footer> </div> <div id="ast-scroll-top" tabindex="0" class="ast-scroll-top-icon ast-scroll-to-top-right" data-on-devices="both"> <span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"></path> </svg></span> <span class="screen-reader-text">Scroll to Top</span> </div> <style>:root{--ss-fsidebar-spacing: 0px} #ss-floating-bar{left: 0;}</style> <div id="ss-floating-bar" class="ss-left-sidebar ss-small-icons ss-hide-on-mobile ss-rounded-icons"> <div class="ss-floating-bar__inner"> <ul class="ss-social-icons-container"> <li class=""> <a href="#" data-ss-ss-link="https://www.linkedin.com/shareArticle?title=How%20to%20Become%20a%20Machine%20Learning%20Engineer&url=https%3A%2F%2Fwww.aitimejournal.com%2Fhow-to-become-a-machine-learning-engineer%2F&mini=true" class="ss-linkedin-color" rel="nofollow noopener" data-ss-ss-network-id="linkedin" data-ss-ss-post-id="36533" data-ss-ss-location="sidebar" data-ss-ss-permalink="https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer/" data-ss-ss-type="share"> <span class="ss-share-network-content"> <i class="ss-network-icon"><svg class="ss-svg-icon" aria-hidden="true" role="img" focusable="false" width="32" height="32" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" d="M29.632 0C30.939 0 32 1.032 32 2.307v27.384C32 30.966 30.939 32 29.632 32H2.36C1.058 32 0 30.966 0 29.69V2.308C0 1.032 1.058 0 2.36 0h27.272zM9.149 11.638h-4.77V27h4.77V11.638zm12.133-.382c-2.318 0-3.874 1.273-4.509 2.48h-.066v-2.098H12.14V27h4.76v-7.599c0-2.004.378-3.946 2.858-3.946 2.447 0 2.475 2.29 2.475 4.072V27H27v-8.423c0-4.138-.893-7.32-5.718-7.32v-.001zM6.764 4A2.766 2.766 0 004 6.769a2.765 2.765 0 105.528 0A2.767 2.767 0 006.765 4h-.001z"></path></svg></i> </span> </a> <span class="ss-share-network-tooltip">LinkedIn</span> </li> <li class=""> <a href="#" data-ss-ss-link="https://twitter.com/intent/tweet?text=How+to+Become+a+Machine+Learning+Engineer&url=https%3A%2F%2Fwww.aitimejournal.com%2Fhow-to-become-a-machine-learning-engineer%2F&via=AITimeJournal" class="ss-twitter-color" rel="nofollow noopener" data-ss-ss-network-id="twitter" data-ss-ss-post-id="36533" data-ss-ss-location="sidebar" data-ss-ss-permalink="https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer/" data-ss-ss-type="share"> <span class="ss-share-network-content"> <i class="ss-network-icon"><svg class="ss-svg-icon" aria-hidden="true" role="img" focusable="false" width="32" height="32" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg"><path d="M28.75 9.5c0 0.25 0 0.563 0 0.813 0 8.688-6.625 18.688-18.688 18.688-3.688 0-7.188-1.063-10.063-2.938 0.5 0.063 1.063 0.063 1.563 0.063 3.063 0 5.938-1 8.188-2.813-2.875 0-5.313-1.938-6.188-4.563 0.438 0.125 0.813 0.125 1.25 0.125 0.625 0 1.188-0.063 1.75-0.188-3-0.625-5.25-3.313-5.25-6.438 0-0.063 0-0.063 0-0.125 0.875 0.5 1.875 0.813 2.938 0.813-1.75-1.125-2.938-3.188-2.938-5.438 0-1.188 0.375-2.313 0.938-3.313 3.188 4 8.063 6.625 13.5 6.875-0.125-0.5-0.188-1-0.188-1.5 0-3.625 2.938-6.563 6.563-6.563 1.938 0 3.625 0.813 4.813 2.063 1.5-0.313 2.938-0.813 4.188-1.563-0.5 1.5-1.563 2.813-2.875 3.625 1.313-0.188 2.563-0.5 3.75-1.063-0.875 1.313-2 2.5-3.25 3.438z"></path></svg></i> </span> </a> <span class="ss-share-network-tooltip">Twitter</span> </li> <li class=""> <a href="#" data-ss-ss-link="https://www.facebook.com/sharer.php?t=How%20to%20Become%20a%20Machine%20Learning%20Engineer&u=https%3A%2F%2Fwww.aitimejournal.com%2Fhow-to-become-a-machine-learning-engineer%2F" class="ss-facebook-color" rel="nofollow noopener" data-ss-ss-network-id="facebook" data-ss-ss-post-id="36533" data-ss-ss-location="sidebar" data-ss-ss-permalink="https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer/" data-ss-ss-type="share" data-has-api="true"> <span class="ss-share-network-content"> <i class="ss-network-icon"><svg class="ss-svg-icon" aria-hidden="true" role="img" focusable="false" width="32" height="32" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg"><path d="M32 16.098C32 7.208 24.837 0 16 0S0 7.207 0 16.098C0 24.133 5.851 30.792 13.5 32V20.751H9.437v-4.653H13.5V12.55c0-4.034 2.389-6.263 6.043-6.263 1.751 0 3.582.315 3.582.315v3.961h-2.018c-1.987 0-2.607 1.241-2.607 2.514v3.02h4.438l-.71 4.653H18.5V32C26.149 30.792 32 24.133 32 16.098z"></path></svg></i> </span> </a> <span class="ss-share-network-tooltip">Facebook</span> </li> <li> <a href="#" class="ss-share-all ss-shareall-color" rel="nofollow noopener"> <span class="ss-share-network-content"> <i class="ss-network-icon"><svg class="ss-svg-icon" aria-hidden="true" role="img" focusable="false" width="32" height="32" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg"><path d="M25.333 15.333h-8v-8c0-0.733-0.6-1.333-1.333-1.333s-1.333 0.6-1.333 1.333v8h-8c-0.733 0-1.333 0.6-1.333 1.333s0.6 1.333 1.333 1.333h8v8c0 0.733 0.6 1.333 1.333 1.333s1.333-0.6 1.333-1.333v-8h8c0.733 0 1.333-0.6 1.333-1.333s-0.6-1.333-1.333-1.333z"></path></svg></i> </span> </a> <span class="ss-share-network-tooltip">More Networks</span> </li> </ul> <span class="ss-hide-floating-bar"> <svg width="5" height="8" viewBox="0 0 5 8"> <path d="M4.25 0.75L0.75 4L4.25 7.25"></path> </svg> </span> </div> </div> <script id="astra-theme-js-js-extra"> var astra = {"break_point":"921","isRtl":"","is_scroll_to_id":"1","is_scroll_to_top":"1","is_header_footer_builder_active":"1","edit_post_url":"https:\/\/www.aitimejournal.com\/wp-admin\/post.php?post={{id}}&action=edit","ajax_url":"https:\/\/www.aitimejournal.com\/wp-admin\/admin-ajax.php","infinite_count":"2","infinite_total":"0","pagination":"number","infinite_scroll_event":"scroll","no_more_post_message":"No more posts to show.","grid_layout":"2","site_url":"https:\/\/www.aitimejournal.com","show_comments":"Show Comments","masonryEnabled":"","blogMasonryBreakPoint":"921"}; </script> <script src="https://www.aitimejournal.com/wp-content/themes/astra/assets/js/minified/frontend.min.js?ver=4.6.8" id="astra-theme-js-js"></script> <script id="astra-addon-js-js-extra"> var astraAddon = {"sticky_active":"1","svgIconClose":"<span class=\"ast-icon icon-close\"><svg viewBox=\"0 0 512 512\" aria-hidden=\"true\" role=\"img\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"18px\" height=\"18px\">\n <path d=\"M71.029 71.029c9.373-9.372 24.569-9.372 33.942 0L256 222.059l151.029-151.03c9.373-9.372 24.569-9.372 33.942 0 9.372 9.373 9.372 24.569 0 33.942L289.941 256l151.03 151.029c9.372 9.373 9.372 24.569 0 33.942-9.373 9.372-24.569 9.372-33.942 0L256 289.941l-151.029 151.03c-9.373 9.372-24.569 9.372-33.942 0-9.372-9.373-9.372-24.569 0-33.942L222.059 256 71.029 104.971c-9.372-9.373-9.372-24.569 0-33.942z\" \/>\n <\/svg><\/span>","header_main_stick":"1","header_above_stick":"","header_below_stick":"0","stick_header_meta":"","header_main_stick_meta":"","header_above_stick_meta":"","header_below_stick_meta":"","sticky_header_on_devices":"desktop","sticky_header_style":"none","sticky_hide_on_scroll":"0","break_point":"921","tablet_break_point":"921","mobile_break_point":"544","header_main_shrink":"1","header_logo_width":"","responsive_header_logo_width":{"desktop":192,"tablet":"","mobile":""},"stick_origin_position":"","site_layout":"","site_content_width":"1240","site_layout_padded_width":"1200","site_layout_box_width":"1200","header_builder_active":"1","component_limit":"10","is_header_builder_active":"1"}; </script> <script src="https://www.aitimejournal.com/wp-content/uploads/astra-addon/astra-addon-676d83aa8c3857-75458014.js?ver=4.0.1" id="astra-addon-js-js"></script> <script src="https://www.aitimejournal.com/wp-includes/js/clipboard.min.js?ver=2.0.11" id="clipboard-js"></script> <script id="socialsnap-js-js-extra"> var socialsnap_script = {"ajaxurl":"https:\/\/www.aitimejournal.com\/wp-admin\/admin-ajax.php","on_media_width":"250","on_media_height":"250","nonce":"89aa195723","post_id":"36533"}; var socialsnap_script = {"ajaxurl":"https:\/\/www.aitimejournal.com\/wp-admin\/admin-ajax.php","on_media_width":"250","on_media_height":"250","nonce":"89aa195723","post_id":"36533"}; var socialsnap_script = {"ajaxurl":"https:\/\/www.aitimejournal.com\/wp-admin\/admin-ajax.php","on_media_width":"250","on_media_height":"250","nonce":"89aa195723","post_id":"36533"}; </script> <script src="https://www.aitimejournal.com/wp-content/plugins/socialsnap/assets/js/socialsnap.js?ver=1.3" id="socialsnap-js-js"></script> <script> /(trident|msie)/i.test(navigator.userAgent)&&document.getElementById&&window.addEventListener&&window.addEventListener("hashchange",function(){var t,e=location.hash.substring(1);/^[A-z0-9_-]+$/.test(e)&&(t=document.getElementById(e))&&(/^(?:a|select|input|button|textarea)$/i.test(t.tagName)||(t.tabIndex=-1),t.focus())},!1); </script> <div id="ss-all-networks-popup" class="ss-popup-overlay" data-nonce="2602a62b4a"> <div class="ss-popup"> <div class="ss-popup-heading"> <span>Share via</span> <a href="#" class="ss-close-modal" rel="nofollow noopener"> <svg class="ss-svg-icon" aria-hidden="true" role="img" focusable="false" width="32" height="32" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg"><path d="M17.883 16.667l7.058-7.058c0.517-0.517 0.517-1.367 0-1.883s-1.367-0.517-1.883 0l-7.058 7.058-7.058-7.058c-0.517-0.517-1.367-0.517-1.883 0s-0.517 1.367 0 1.883l7.058 7.058-7.058 7.058c-0.517 0.517-0.517 1.367 0 1.883 0.258 0.258 0.6 0.392 0.942 0.392s0.683-0.133 0.942-0.392l7.058-7.058 7.058 7.058c0.258 0.258 0.6 0.392 0.942 0.392s0.683-0.133 0.942-0.392c0.517-0.517 0.517-1.367 0-1.883l-7.058-7.058z"></path></svg> </a> </div> <div class="ss-popup-content"> <div class="ss-popup-networks ss-clearfix"> <div class="ss-popup-network ss-popup-facebook"> <a href="#" data-ss-ss-link="https://www.facebook.com/sharer.php?t=How%20to%20Become%20a%20Machine%20Learning%20Engineer&u=https%3A%2F%2Fwww.aitimejournal.com%2Fhow-to-become-a-machine-learning-engineer%2F" data-id="facebook" class="ss-facebook-color" data-ss-ss-network-id="facebook" data-ss-ss-post-id="36533" data-ss-ss-location="popup" data-ss-ss-permalink="https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer/" data-ss-ss-type="share" data-has-api="true" rel="nofollow noopener"> <span><svg class="ss-svg-icon" aria-hidden="true" role="img" focusable="false" width="32" height="32" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg"><path d="M32 16.098C32 7.208 24.837 0 16 0S0 7.207 0 16.098C0 24.133 5.851 30.792 13.5 32V20.751H9.437v-4.653H13.5V12.55c0-4.034 2.389-6.263 6.043-6.263 1.751 0 3.582.315 3.582.315v3.961h-2.018c-1.987 0-2.607 1.241-2.607 2.514v3.02h4.438l-.71 4.653H18.5V32C26.149 30.792 32 24.133 32 16.098z"></path></svg></span> <span>Facebook</span> </a> </div> <div class="ss-popup-network ss-popup-twitter"> <a href="#" data-ss-ss-link="https://twitter.com/intent/tweet?text=How+to+Become+a+Machine+Learning+Engineer&url=https%3A%2F%2Fwww.aitimejournal.com%2Fhow-to-become-a-machine-learning-engineer%2F&via=AITimeJournal" data-id="twitter" class="ss-twitter-color" data-ss-ss-network-id="twitter" data-ss-ss-post-id="36533" data-ss-ss-location="popup" data-ss-ss-permalink="https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer/" data-ss-ss-type="share" rel="nofollow noopener"> <span><svg class="ss-svg-icon" aria-hidden="true" role="img" focusable="false" width="32" height="32" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg"><path d="M28.75 9.5c0 0.25 0 0.563 0 0.813 0 8.688-6.625 18.688-18.688 18.688-3.688 0-7.188-1.063-10.063-2.938 0.5 0.063 1.063 0.063 1.563 0.063 3.063 0 5.938-1 8.188-2.813-2.875 0-5.313-1.938-6.188-4.563 0.438 0.125 0.813 0.125 1.25 0.125 0.625 0 1.188-0.063 1.75-0.188-3-0.625-5.25-3.313-5.25-6.438 0-0.063 0-0.063 0-0.125 0.875 0.5 1.875 0.813 2.938 0.813-1.75-1.125-2.938-3.188-2.938-5.438 0-1.188 0.375-2.313 0.938-3.313 3.188 4 8.063 6.625 13.5 6.875-0.125-0.5-0.188-1-0.188-1.5 0-3.625 2.938-6.563 6.563-6.563 1.938 0 3.625 0.813 4.813 2.063 1.5-0.313 2.938-0.813 4.188-1.563-0.5 1.5-1.563 2.813-2.875 3.625 1.313-0.188 2.563-0.5 3.75-1.063-0.875 1.313-2 2.5-3.25 3.438z"></path></svg></span> <span>Twitter</span> </a> </div> <div class="ss-popup-network ss-popup-linkedin"> <a href="#" data-ss-ss-link="https://www.linkedin.com/shareArticle?title=How%20to%20Become%20a%20Machine%20Learning%20Engineer&url=https%3A%2F%2Fwww.aitimejournal.com%2Fhow-to-become-a-machine-learning-engineer%2F&mini=true" data-id="linkedin" class="ss-linkedin-color" data-ss-ss-network-id="linkedin" data-ss-ss-post-id="36533" data-ss-ss-location="popup" data-ss-ss-permalink="https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer/" data-ss-ss-type="share" rel="nofollow noopener"> <span><svg class="ss-svg-icon" aria-hidden="true" role="img" focusable="false" width="32" height="32" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" d="M29.632 0C30.939 0 32 1.032 32 2.307v27.384C32 30.966 30.939 32 29.632 32H2.36C1.058 32 0 30.966 0 29.69V2.308C0 1.032 1.058 0 2.36 0h27.272zM9.149 11.638h-4.77V27h4.77V11.638zm12.133-.382c-2.318 0-3.874 1.273-4.509 2.48h-.066v-2.098H12.14V27h4.76v-7.599c0-2.004.378-3.946 2.858-3.946 2.447 0 2.475 2.29 2.475 4.072V27H27v-8.423c0-4.138-.893-7.32-5.718-7.32v-.001zM6.764 4A2.766 2.766 0 004 6.769a2.765 2.765 0 105.528 0A2.767 2.767 0 006.765 4h-.001z"></path></svg></span> <span>LinkedIn</span> </a> </div> <div class="ss-popup-network ss-popup-mix"> <a href="#" data-ss-ss-link="https://mix.com/add?url=https%3A%2F%2Fwww.aitimejournal.com%2Fhow-to-become-a-machine-learning-engineer%2F" data-id="mix" class="ss-mix-color" data-ss-ss-network-id="mix" data-ss-ss-post-id="36533" data-ss-ss-location="popup" data-ss-ss-permalink="https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer/" data-ss-ss-type="share" rel="nofollow noopener"> <span><svg class="ss-svg-icon" aria-hidden="true" role="img" focusable="false" width="28" height="32" viewBox="0 0 28 32" xmlns="http://www.w3.org/2000/svg"><path d="M0 4v21.806c0 3.512 5.5 3.631 5.5 0v-14.912c0.494-3.306 5.5-3.15 5.5 0.406v10.956c0 3.619 6 3.625 6 0v-7.256c0.331-3.419 5.5-3.281 5.5 0.269v1.487c0 3.744 5.5 3.538 5.5 0v-12.756h-28z"></path></svg></span> <span>Mix</span> </a> </div> <div class="ss-popup-network ss-popup-envelope"> <a href="#" data-ss-ss-link="mailto:?body=https%3A%2F%2Fwww.aitimejournal.com%2Fhow-to-become-a-machine-learning-engineer%2F&subject=How%20to%20Become%20a%20Machine%20Learning%20Engineer" data-id="envelope" class="ss-envelope-color" data-ss-ss-network-id="envelope" data-ss-ss-post-id="36533" data-ss-ss-location="popup" data-ss-ss-permalink="https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer/" data-ss-ss-type="share" rel="nofollow noopener"> <span><svg class="ss-svg-icon" aria-hidden="true" role="img" focusable="false" width="32" height="32" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg"><path d="M32 12.964v14.179c0 1.571-1.286 2.857-2.857 2.857h-26.286c-1.571 0-2.857-1.286-2.857-2.857v-14.179c0.536 0.589 1.143 1.107 1.804 1.554 2.964 2.018 5.964 4.036 8.875 6.161 1.5 1.107 3.357 2.464 5.304 2.464h0.036c1.946 0 3.804-1.357 5.304-2.464 2.911-2.107 5.911-4.143 8.893-6.161 0.643-0.446 1.25-0.964 1.786-1.554zM32 7.714c0 2-1.482 3.804-3.054 4.893-2.786 1.929-5.589 3.857-8.357 5.804-1.161 0.804-3.125 2.446-4.571 2.446h-0.036c-1.446 0-3.411-1.643-4.571-2.446-2.768-1.946-5.571-3.875-8.339-5.804-1.268-0.857-3.071-2.875-3.071-4.5 0-1.75 0.946-3.25 2.857-3.25h26.286c1.554 0 2.857 1.286 2.857 2.857z"></path></svg></span> <span>Email</span> </a> </div> <div class="ss-popup-network ss-popup-print"> <a href="#" data-ss-ss-link="#" data-id="print" class="ss-print-color" data-ss-ss-network-id="print" data-ss-ss-post-id="36533" data-ss-ss-location="popup" data-ss-ss-permalink="https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer/" data-ss-ss-type="share" rel="nofollow noopener"> <span><svg class="ss-svg-icon" aria-hidden="true" role="img" focusable="false" width="30" height="32" viewBox="0 0 30 32" xmlns="http://www.w3.org/2000/svg"><path d="M6.857 27.714h16v-4.571h-16v4.571zM6.857 16.286h16v-6.857h-2.857c-0.946 0-1.714-0.768-1.714-1.714v-2.857h-11.429v11.429zM27.429 17.429c0-0.625-0.518-1.143-1.143-1.143s-1.143 0.518-1.143 1.143 0.518 1.143 1.143 1.143 1.143-0.518 1.143-1.143zM29.714 17.429v7.429c0 0.304-0.268 0.571-0.571 0.571h-4v2.857c0 0.946-0.768 1.714-1.714 1.714h-17.143c-0.946 0-1.714-0.768-1.714-1.714v-2.857h-4c-0.304 0-0.571-0.268-0.571-0.571v-7.429c0-1.875 1.554-3.429 3.429-3.429h1.143v-9.714c0-0.946 0.768-1.714 1.714-1.714h12c0.946 0 2.25 0.536 2.929 1.214l2.714 2.714c0.679 0.679 1.214 1.982 1.214 2.929v4.571h1.143c1.875 0 3.429 1.554 3.429 3.429z"></path></svg></span> <span>Print</span> </a> </div> <div class="ss-popup-network ss-popup-copy"> <a href="#" data-ss-ss-link="https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer/" data-id="copy" class="ss-copy-color" data-ss-ss-network-id="copy" data-ss-ss-post-id="36533" data-ss-ss-location="popup" data-ss-ss-permalink="https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer/" data-ss-ss-type="share" rel="nofollow noopener"> <span><svg class="ss-svg-icon" aria-hidden="true" role="img" focusable="false" width="32" height="32" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg"><path d="M25.313 28v-18.688h-14.625v18.688h14.625zM25.313 6.688c1.438 0 2.688 1.188 2.688 2.625v18.688c0 1.438-1.25 2.688-2.688 2.688h-14.625c-1.438 0-2.688-1.25-2.688-2.688v-18.688c0-1.438 1.25-2.625 2.688-2.625h14.625zM21.313 1.313v2.688h-16v18.688h-2.625v-18.688c0-1.438 1.188-2.688 2.625-2.688h16z"></path></svg></span> <span>Copy Link</span> </a> </div> </div> <div class="ss-powered-by">Powered by <a href="https://socialsnap.com/?utm_source=WordPress&utm_medium=link&utm_campaign=inthewild" target="_blank" rel="nofollow noopener"><svg class="ss-svg-icon" aria-hidden="true" role="img" focusable="false" width="30" height="32" viewBox="0 0 30 32" xmlns="http://www.w3.org/2000/svg"><path d="M22.293 0.146l7.602 4.172c0.386 0.201 0.386 0.541 0 0.757l-16.688 9.147c-1.684 0.943-2.241 2.271-1.669 3.461 0 0.093 0 0.201-0.201 0.263-0.207 0.088-0.441 0.088-0.649 0l-10.399-5.702c-0.386-0.201-0.386-0.541 0-0.757l20.628-11.311c0.428-0.225 0.937-0.236 1.375-0.031zM7.892 31.854l-7.602-4.172c-0.386-0.201-0.386-0.541 0-0.757l16.688-9.147c1.684-0.943 2.241-2.271 1.669-3.461 0-0.093 0-0.201 0.201-0.263 0.207-0.088 0.442-0.088 0.649 0l10.399 5.702c0.386 0.201 0.386 0.541 0 0.757l-20.628 11.311c-0.428 0.225-0.937 0.237-1.375 0.031z"></path></svg>Social Snap</a></div> </div> </div> </div> <div id="ss-copy-popup" class="ss-popup-overlay"> <div class="ss-popup"> <div class="ss-popup-heading"> <span>Copy link</span> <a href="#" class="ss-close-modal" rel="nofollow noopener"> <svg class="ss-svg-icon" aria-hidden="true" role="img" focusable="false" width="32" height="32" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg"><path d="M17.883 16.667l7.058-7.058c0.517-0.517 0.517-1.367 0-1.883s-1.367-0.517-1.883 0l-7.058 7.058-7.058-7.058c-0.517-0.517-1.367-0.517-1.883 0s-0.517 1.367 0 1.883l7.058 7.058-7.058 7.058c-0.517 0.517-0.517 1.367 0 1.883 0.258 0.258 0.6 0.392 0.942 0.392s0.683-0.133 0.942-0.392l7.058-7.058 7.058 7.058c0.258 0.258 0.6 0.392 0.942 0.392s0.683-0.133 0.942-0.392c0.517-0.517 0.517-1.367 0-1.883l-7.058-7.058z"></path></svg> </a> </div> <div class="ss-popup-content"> <div class="ss-copy-action"> <input type="text" readonly="readonly" value="https://www.aitimejournal.com/how-to-become-a-machine-learning-engineer/" class="ss-copy-action-field" aria-label="Copy"/> <a href="#" class="ss-button" rel="nofollow noopener">Copy<span class="ss-share-network-tooltip">Copied</span></a> <svg class="ss-svg-icon" aria-hidden="true" role="img" focusable="false" width="32" height="32" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg"><path d="M25.313 28v-18.688h-14.625v18.688h14.625zM25.313 6.688c1.438 0 2.688 1.188 2.688 2.625v18.688c0 1.438-1.25 2.688-2.688 2.688h-14.625c-1.438 0-2.688-1.25-2.688-2.688v-18.688c0-1.438 1.25-2.625 2.688-2.625h14.625zM21.313 1.313v2.688h-16v18.688h-2.625v-18.688c0-1.438 1.188-2.688 2.625-2.688h16z"></path></svg> </div> <div class="ss-powered-by">Powered by <a href="https://socialsnap.com/?utm_source=WordPress&utm_medium=link&utm_campaign=inthewild" target="_blank" rel="nofollow noopener"><svg class="ss-svg-icon" aria-hidden="true" role="img" focusable="false" width="30" height="32" viewBox="0 0 30 32" xmlns="http://www.w3.org/2000/svg"><path d="M22.293 0.146l7.602 4.172c0.386 0.201 0.386 0.541 0 0.757l-16.688 9.147c-1.684 0.943-2.241 2.271-1.669 3.461 0 0.093 0 0.201-0.201 0.263-0.207 0.088-0.441 0.088-0.649 0l-10.399-5.702c-0.386-0.201-0.386-0.541 0-0.757l20.628-11.311c0.428-0.225 0.937-0.236 1.375-0.031zM7.892 31.854l-7.602-4.172c-0.386-0.201-0.386-0.541 0-0.757l16.688-9.147c1.684-0.943 2.241-2.271 1.669-3.461 0-0.093 0-0.201 0.201-0.263 0.207-0.088 0.442-0.088 0.649 0l10.399 5.702c0.386 0.201 0.386 0.541 0 0.757l-20.628 11.311c-0.428 0.225-0.937 0.237-1.375 0.031z"></path></svg>Social Snap</a></div> </div> </div> </div> <script type="text/javascript" data-cfasync="false">!function(){var e=function(e,t){for(var r=0;r<t.length;r++){var n=t[r];if(0==n.complete||void 0!==n.readyState&&n.readyState<4){var o=n.getAttribute("src")||n.currentSrc;void 0!==n.readyState&&0==n.readyState?n.addEventListener("loadstart",(function(e){var t=e.currentTarget.getAttribute("src")||e.currentSrc;window.ezorqs(e,t)})):(o=n.getAttribute("src")||n.currentSrc,window.ezorqs(n,o)),n.addEventListener("load",(function(e){var t=e.currentTarget.getAttribute("src")||e.srcElement.currentSrc;window.ezorqe(e,t)})),n.addEventListener("loadeddata",(function(e){var t=e.currentTarget.getAttribute("src")||e.srcElement.currentSrc;window.ezorqe(e,t)})),n.addEventListener("error",(function(e){var t=e.currentTarget.getAttribute("src")||e.srcElement.currentSrc;window.ezorqe(e,t)}))}}};function t(e){for(var t=0;t<document.styleSheets.length;t++)if(document.styleSheets[t].href==e)return!0;return!1}__ez_addAllListeners=function(){e(0,document.querySelectorAll("img")),e(0,document.querySelectorAll("video")),e(0,document.querySelectorAll("audio")),function(e){for(var r=0;r<e.length;r++){var n=e[r];if(("preload"==n.getAttribute("rel")||"stylesheet"==n.getAttribute("rel"))&&null!=n.getAttribute("href")&&t(n.getAttribute("href"))){window.ezorqs(n,n.getAttribute("href"));var o=document.createElement("img");o.onerror=function(e){void 0!==e.path&&void 0!==e.path[0].currentSrc?window.ezorqe(n,e.path[0].currentSrc):void 0!==e.srcElement&&void 0!==e.srcElement.href&&window.ezorqe(n,e.srcElement.href)},o.src=n.getAttribute("href")}}}(document.querySelectorAll("link")),void 0!==window.__ez.ssaf&&window.__ez.ssaf.indexOf(16)>-1&&void 0!==window.__ez.sshsdef&&!1===window.__ez.sshsdef&&Element.prototype.addEventListener&&("function"==typeof window.onload&&(window.addEventListener("load",window.onload),window.onload=null),"function"==typeof document.onload&&(document.addEventListener.addEventListener("load",document.onload),document.onload=null))},__ez.queue.addFunc("__ez_addAllListeners","__ez_addAllListeners",null,!1,["/detroitchicago/tulsa.js"],!0,!0,!0,!0)}();</script><script data-cfasync="false">function _emitEzConsentEvent(){var customEvent=new CustomEvent("ezConsentEvent",{detail:{ezTcfConsent:window.ezTcfConsent},bubbles:true,cancelable:true,});document.dispatchEvent(customEvent);} (function(window,document){function _setAllEzConsentTrue(){window.ezTcfConsent.loaded=true;window.ezTcfConsent.store_info=true;window.ezTcfConsent.develop_and_improve_services=true;window.ezTcfConsent.measure_ad_performance=true;window.ezTcfConsent.measure_content_performance=true;window.ezTcfConsent.select_basic_ads=true;window.ezTcfConsent.create_ad_profile=true;window.ezTcfConsent.select_personalized_ads=true;window.ezTcfConsent.create_content_profile=true;window.ezTcfConsent.select_personalized_content=true;window.ezTcfConsent.understand_audiences=true;window.ezTcfConsent.use_limited_data_to_select_content=true;window.ezTcfConsent.select_personalized_content=true;} function _clearEzConsentCookie(){document.cookie="ezCMPCookieConsent=tcf2;Domain=.aitimejournal.com;Path=/;expires=Thu, 01 Jan 1970 00:00:00 GMT";} _clearEzConsentCookie();if(typeof window.__tcfapi!=="undefined"){window.ezgconsent=false;var amazonHasRun=false;function _ezAllowed(tcdata,purpose){return(tcdata.purpose.consents[purpose]||tcdata.purpose.legitimateInterests[purpose]);} function _handleConsentDecision(tcdata){window.ezTcfConsent.loaded=true;if(!tcdata.vendor.consents["347"]&&!tcdata.vendor.legitimateInterests["347"]){window._emitEzConsentEvent();return;} window.ezTcfConsent.store_info=_ezAllowed(tcdata,"1");window.ezTcfConsent.develop_and_improve_services=_ezAllowed(tcdata,"10");window.ezTcfConsent.measure_content_performance=_ezAllowed(tcdata,"8");window.ezTcfConsent.select_basic_ads=_ezAllowed(tcdata,"2");window.ezTcfConsent.create_ad_profile=_ezAllowed(tcdata,"3");window.ezTcfConsent.select_personalized_ads=_ezAllowed(tcdata,"4");window.ezTcfConsent.create_content_profile=_ezAllowed(tcdata,"5");window.ezTcfConsent.measure_ad_performance=_ezAllowed(tcdata,"7");window.ezTcfConsent.use_limited_data_to_select_content=_ezAllowed(tcdata,"11");window.ezTcfConsent.select_personalized_content=_ezAllowed(tcdata,"6");window.ezTcfConsent.understand_audiences=_ezAllowed(tcdata,"9");window._emitEzConsentEvent();} function _handleGoogleConsentV2(tcdata){if(!tcdata||!tcdata.purpose||!tcdata.purpose.consents){return;} var googConsentV2={};if(tcdata.purpose.consents[1]){googConsentV2.ad_storage='granted';googConsentV2.analytics_storage='granted';} if(tcdata.purpose.consents[3]&&tcdata.purpose.consents[4]){googConsentV2.ad_personalization='granted';} if(tcdata.purpose.consents[1]&&tcdata.purpose.consents[7]){googConsentV2.ad_user_data='granted';} if(googConsentV2.analytics_storage=='denied'){gtag('set','url_passthrough',true);} gtag('consent','update',googConsentV2);} __tcfapi("addEventListener",2,function(tcdata,success){if(!success||!tcdata){window._emitEzConsentEvent();return;} if(!tcdata.gdprApplies){_setAllEzConsentTrue();window._emitEzConsentEvent();return;} if(tcdata.eventStatus==="useractioncomplete"||tcdata.eventStatus==="tcloaded"){if(typeof gtag!='undefined'){_handleGoogleConsentV2(tcdata);} _handleConsentDecision(tcdata);if(tcdata.purpose.consents["1"]===true&&tcdata.vendor.consents["755"]!==false){window.ezgconsent=true;(adsbygoogle=window.adsbygoogle||[]).pauseAdRequests=0;} if(window.__ezconsent){__ezconsent.setEzoicConsentSettings(ezConsentCategories);} __tcfapi("removeEventListener",2,function(success){return null;},tcdata.listenerId);if(!(tcdata.purpose.consents["1"]===true&&_ezAllowed(tcdata,"2")&&_ezAllowed(tcdata,"3")&&_ezAllowed(tcdata,"4"))){if(typeof __ez=="object"&&typeof __ez.bit=="object"&&typeof window["_ezaq"]=="object"&&typeof window["_ezaq"]["page_view_id"]=="string"){__ez.bit.Add(window["_ezaq"]["page_view_id"],[new __ezDotData("non_personalized_ads",true),]);}}}});}else{_setAllEzConsentTrue();window._emitEzConsentEvent();}})(window,document);</script></body></html>