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border-bottom: 1px solid black; padding-bottom: 15px;} .awsm-personal-info .comptit, .jobpos{ text-transform: uppercase; font-size: .9em; line-height: 1.9; display: block; color: black; } .jobpos{ font-style: italic;} #page-content h3{ font-family: Roboto; font-weight: 300;} p span, .tatsu-button-wrap a{ font-family: Roboto; font-weight: 300;} h5 span, h4{font-family: Roboto!important;} h2 span, .tatsu-text-inner, p, span, strong, h1, h2, h3, h4, h5 {font-family: Roboto!important;} h3{font-weight:700!important} #page-content li{font-family: Roboto!important; } .single-post .hero-section-wrap{height:400px;} .style1-blog .article-details, .style5-blog .article-details, .style6-blog .article-details { padding: 0px 0 0!important; } .single-post .content{padding-top:40px!important;} .single-post .tagcloud{display:none!important;} .post-template-default #header-wrap{display:block!important;} .post-title a{ font: 700 55px "Source Sans Pro","Open Sans","Arial",sans-serif; color: #515151; line-height: 70px; letter-spacing: 0px; text-transform: none;} .style2-blog .post-nav, .style3-blog .post-nav, .style5-blog .post-nav, .style6-blog .post-nav{ display:none!important; } .single-post .section-overlay{ opacity: 0.5!important;} .single-post select{ width: 99%!important;} .single-post .hbspt-form input[type="text"]{ width: 95%!important;} .single-post .stacked .actions { margin-left: 0!important;margin-top:0px!important;padding-top:0px!important} .single-post .hs-button { display: table!important; margin: 0 auto!important; } .single-post .hbspt-form input[type="text"] { padding-bottom: 0px; width: 95%!important; } .single-post .hs-field-desc { width: 100%; color: #aaa; margin: 0px 0px 5px 150px; font-size: 11px; font-family: "Helvetica Neue",Helvetica,Arial,sans-serif; line-height: 15px; text-align: center; } .single-post .hs-form-required{display:none!important;} .single-post .hbspt-form { border: 1px solid #1fbdef!important; padding: 10px; } .single-post .hs-input {margin-bottom:0px!important} .single-post .hs-richtext h5 { font-family: Open Sans, Arial, sans-serif; font-size: 20px; text-align: center; color: #1fbdef; } #navigation-left-side { padding-right: 90px; } #navigation-right-side { padding-left: 90px; } #navigation-left-side a, #navigation-right-side a, #navigation a { padding: 0 10px!important;} .ui-accordion .ui-accordion-header.ui-state-active { background: #2CB5E9!important; } .ui-accordion .ui-accordion-header.ui-state-default { background: #428BCA; } body .ui-accordion .ui-accordion-header { margin-top: 1px; } body .ui-accordion .ui-accordion-header { padding: 14px 18px; color: #fff; font-size: 18px; } body .ui-accordion-header-icon.ui-icon.ui-icon-triangle-1-s, body .ui-accordion .ui-accordion-header.ui-state-active:hover .ui-accordion-header-icon.ui-icon.ui-icon-triangle-1-s { width: 24px; height: 24px; float: right!important; background: url(https://getaiplus.com/wp-content/themes/oshin/images/rounded_arrow_up.png) no-repeat center center transparent; } body .ui-accordion .ui-accordion-header .ui-accordion-header-icon { position: relative; left: auto; right: auto; top: 0; margin-top: 0; } .ui-icon.ui-icon-triangle-1-e, .ui-accordion .ui-accordion-header.ui-state-default:hover .ui-icon.ui-icon-triangle-1-e { width: 24px; height: 24px; float: right; background: url(https://getaiplus.com/wp-content/themes/oshin/images/rounded_arrow.png) no-repeat center center transparent; } .svg_container.big.handshake img { max-width: none; width: 56px; } p.date { color: #15c2e0; font-weight: bold; text-transform: uppercase; margin-bottom: 0; } .svg_container.big.handshake { padding: 25px 30px 20px 15px; } .svg_container.blue, .blue .svg_container { background: rgba(0, 188, 221, 0.32); } .svg_container.big { padding: 20px; width: 40px; height: 40px; } .svg_container { width: 28px; height: 28px; float: left; padding: 14px; margin-top: 0; margin-right: 14px; border-radius: 50%; }</style>   <style type="text/css"> /* Add your CSS code here. For example: .example { color: red; } For brushing up on your CSS knowledge, check out http://www.w3schools.com/css/css_syntax.asp End of comment */ #odsc-tickets .groups__group { } @media only screen and (max-width: 960px){ body.sticky-header #header #header-inner-wrap.no-transparent { position: fixed!important; left: 0!important; right: 0 !important; top: 0px !important; }} .kolumnspec select { width: 100%!important; font: 400 18px "Source Sans Pro","Open Sans","Arial",sans-serif!important; border:none!important; height:41px!important; } .newslee input[type="email"]{ width: 100%!important;} .kolumnspec ul { list-style: none!important; } #odsc-tickets .groups__group:hover { background: #f7f5f5; } /* Timetable */ @media only screen and (min-width: 992px){ .tcode-event-schedule .scheduled-event .artist-image { height: 92px; width: 92px; } } .artist-image .img-responsive{border-radius: 50%;} @media only screen and (max-width: 767px){ .klasicc .tatsu-eq-cols .tatsu-column { min-height: 270px!important; } } /*register page*/ @media only screen and (max-width: 460px) { .fixe span{line-height:55px;} } .mobmenu{display:none!important;} .mobmenu-push-wrap, body.mob-menu-slideout-over { padding-top: 0px!important; } @media only screen and (max-width: 964px) { .page-id-161 #header-inner-wrap{ /* display:none!important;*/ } .page-id-161 .mobmenu{display:block!important;} .page-id-161 .mobmenu-push-wrap, .page-id-161 body.mob-menu-slideout-over { padding-top: 40px!important; } } .mptt-shortcode-wrapper .mptt-shortcode-table{ color: white; } .mptt-shortcode-wrapper .mptt-shortcode-table tr.mptt-shortcode-row th{ background-color: transparent; color: white; padding: 1rem; } .mptt-shortcode-wrapper .mptt-shortcode-table tbody tr:nth-child(2n+2) { background-color: transparent; } .mptt-shortcode-wrapper .mptt-shortcode-table.mptt-theme-mode tbody td.event{ background-color: transparent; } .mptt-shortcode-wrapper .mptt-shortcode-table tbody div[data-color="#48AFDE"] .event-subtitle, .mptt-shortcode-wrapper .mptt-shortcode-table tbody div[data-color="#48AFDE"] .timeslot{ color: white !important; } .mptt-shortcode-wrapper .mptt-shortcode-table tbody .mptt-shortcode-event.mptt-event-vertical-top[colspan="4"] .mptt-event-container{ background-color: transparent !important; justify-content: center; } .mptt-shortcode-wrapper .mptt-shortcode-table tbody .mptt-event-container .event-title{ font-weight: bold; } .mptt-shortcode-wrapper .mptt-shortcode-table tbody [colspan="4"] .event-title{ font-size: 24px; } .mptt-shortcode-wrapper .mptt-shortcode-table tbody .mptt-event-container:hover .event-title{ text-decoration: none !important; } .mptt-shortcode-wrapper .mptt-shortcode-event.mptt-event-vertical-top[data-column-id="17418"] .mptt-event-container, .mptt-shortcode-wrapper .mptt-shortcode-event.mptt-event-vertical-top[data-column-id="17423"] .mptt-event-container{ background-color: rgba(105, 217, 226, 0.15); } .mptt-shortcode-wrapper .mptt-shortcode-event.mptt-event-vertical-top[data-column-id="17418"] .mptt-event-container:hover, .mptt-shortcode-wrapper .mptt-shortcode-event.mptt-event-vertical-top[data-column-id="17423"] .mptt-event-container:hover{ background-color: rgba(105, 217, 226, .25); } .mptt-shortcode-wrapper .mptt-shortcode-event.mptt-event-vertical-top[data-column-id="17424"] .mptt-event-container, .mptt-shortcode-wrapper .mptt-shortcode-event.mptt-event-vertical-top[data-column-id="17425"] .mptt-event-container{ background-color: rgba(226, 152, 178, 0.15); } .mptt-shortcode-wrapper .mptt-shortcode-event.mptt-event-vertical-top[data-column-id="17424"] .mptt-event-container:hover, .mptt-shortcode-wrapper .mptt-shortcode-event.mptt-event-vertical-top[data-column-id="17425"] .mptt-event-container:hover{ background-color: rgba(226, 152, 178, .25); } .mptt-shortcode-list { color: white; } [data-event-id="17452"] .timeslot{ display: none; } .mptt-shortcode-wrapper .mptt-shortcode-table tbody .mptt-event-container[data-event-id="17452"] .event-subtitle { font-size: .9em; } .mfp-content { position: relative; background-color: #FFF; padding: 40px 20px; width: 90%; max-width: 700px; margin: 20px auto; } .mfp-content h4{ text-align: center; } .mfp-content .timeslots-title,.mfp-content .timeslot{ display: none; } .mfp-preloader{ color: black; } .mfp-content{ position: relative; background-color: #FFF!important; padding: 40px 20px; width: 90%; max-width: 700px; margin: 20px auto;} .mptt-event-container.id-56 a{ font-weight:bold; color: rgb(0, 188, 221)!important; } .mptt-event-container.id-56 a::before{ } .mptt-event-container.id-63,.mptt-event-container.id-64 { background-image: url(https://staging5.odsc.com/wp-content/uploads/2018/05/DinnerDS.jpg);} .mptt-event-container.id-121,.mptt-event-container.id-64 { background-image: url(https://staging5.odsc.com/wp-content/uploads/2017/09/Data-Robot-Networking-Party1.jpg);} .linkic{width: 100%; height: 100%; position: absolute;} .overl{ position: absolute; top: 35%; background: url(https://staging5.odsc.com/wp-content/uploads/2018/05/play-white.svg); width: 20%; background-repeat: no-repeat; left: 40%; height: 100%;} #hu-header-mobile .hu-header-logo { max-height: 75px; margin: 41px auto 0; display: none!important; } .agendica tbody tr:nth-child(2n+2) { background-color: transparent!important; } .agendica tr.mptt-shortcode-row th { background-color: transparent!important; } .agendica tbody td.event { background-color: transparent!important; } .agendica .mptt-shortcode-hours{color:white!important} .agendica th{color:white!important} .agendica .timeslot{color:white!important} .agendica .event-subtitle{color:white!important} .agendica .event-title{color:white!important} .price__table__column .column__header { height: 250px!important; } .price__table__column .column__header .column__desc { font-size: 15px!important; line-height: 20px!important; } .faq_categories .attending { background: url(images/attendee.svg) no-repeat center 15px #fff; background-size: 37px; } .faq_categories .attending.activated { background: url(images/attendee_light.svg) no-repeat center 15px #fff; background-size: 37px; } .faq_categories .hiring { background: url(images/hiring.svg) no-repeat center 15px #fff; background-size: 37px; } .faq_categories .hiring.activated { background: url(images/hiring_light.svg) no-repeat center 15px #fff; background-size: 37px; } .faq_categories .videos { background: url(images/videos.svg) no-repeat center 15px #fff; background-size: 37px; } .faq_categories .videos.activated { background: url(images/videos_light.svg) no-repeat center 15px #fff; background-size: 37px; } .faq_categories .speakers { background: url(images/speaker.svg) no-repeat center 15px #fff; background-size: 37px; } .faq_categories .speakers.activated { background: url(images/speaker_light.svg) no-repeat center 15px #fff; background-size: 37px; } .faq_categories .volunteers { background: url(images/volunteer.svg) no-repeat center 15px #fff; background-size: 37px; } .faq_categories .volunteers.activated { background: url(images/volunteer_light.svg) no-repeat center 15px #fff; background-size: 37px; } .faq_categories .sponsor { background: url(images/sponsor.svg) no-repeat center 15px #fff; background-size: 37px; } .faq_categories .sponsor.activated { background: url(images/sponsor_light.svg) no-repeat center 15px #fff; background-size: 37px; } .faq_categories .group-tickets { background: url(images/group.svg) no-repeat center 12px #fff; background-size: 27px; } .faq_categories .ticket-type { background: url(images/ticket.svg) no-repeat center 12px #fff; background-size: 27px; } .faq_categories .schedule, .faq_categories .odsc { background: url(images/schedule.svg) no-repeat center 12px #fff; background-size: 27px; } .faq_categories .refund-policy { background: url(images/refund.svg) no-repeat center 12px #fff; background-size: 27px; } .faq_categories .trainings { background: url(images/training.svg) no-repeat center 12px #fff; background-size: 27px; } .faq_categories .app-info { background: url(images/mobile.svg) no-repeat center 12px #fff; background-size: 27px; } .faq_categories .scholarships { background: url(images/scholarship.svg) no-repeat center 12px #fff; background-size: 27px; } .faq_categories .promotions-pricing { background: url(images/pricing.svg) no-repeat center 12px #fff; background-size: 27px; } .faq_categories .odsc-europe-2017, .faq_categories .odsc-west-2017, .faq_categories .odsc-east-2017 { background: url(images/logo.png) no-repeat center 10px #fff; background-size: 37px; padding-top: 35px; } .faq_categories li a { font-size: 15px; line-height: 20px; display: inline-block; width: 120px; height: 60px; padding-top: 60px; border-radius: 50%; -moz-border-radius: 50%; -webkit-border-radius: 50%; text-align: center; /* padding: 10px 15px 10px 50px; */ background: #fff; -webkit-box-shadow: 0px 3px 3px rgba(0,0,0,0.25); -moz-box-shadow: 0px 3px 3px rgba(0,0,0,0.25); box-shadow: 0px 3px 3px rgba(0,0,0,0.25); } @media only screen and (min-width: 992px){ .tcode-event-schedule .col-md-2 { width: 8.33333333%; } .tcode-event-schedule .col-md-9 { width: 83.33333333%; } .tcode-event-schedule .col-md-8{ width: 83.33333333%; } .tcode-event-schedule .col-md-offset-2 { margin-left: 8.33333333%; } } </style>  <meta name="framework" content="Redux 4.1.29" />  <script class="hsq-set-content-id" data-content-id="standard-page"> var _hsq = _hsq || []; _hsq.push(["setContentType", "standard-page"]); </script>  <noscript><style type="text/css">.mptt-shortcode-wrapper .mptt-shortcode-table:first-of-type{display:table!important}.mptt-shortcode-wrapper .mptt-shortcode-table .mptt-event-container:hover{height:auto!important;min-height:100%!important}body.mprm_ie_browser .mptt-shortcode-wrapper .mptt-event-container{height:auto!important}@media (max-width:767px){.mptt-shortcode-wrapper .mptt-shortcode-table:first-of-type{display:none!important}}</style></noscript> <link rel="alternate" type="application/rss+xml" title="Podcast RSS feed" href="https://aiplus.training/feed/podcast" /> <script type='text/javascript'> var video_popup_unprm_general_settings = { 'unprm_r_border': '' }; </script> <style id = "be-dynamic-css" type="text/css"> body { background-color: rgb(255,255,255);background-color: rgba(255,255,255,1);} .layout-box #header-inner-wrap, #header-inner-wrap, body.header-transparent #header #header-inner-wrap.no-transparent, .left-header .sb-slidebar.sb-left, .left-header .sb-slidebar.sb-left #slidebar-menu a::before { background-color: rgb(50,56,64);background-color: rgba(50,56,64,1);} #mobile-menu, #mobile-menu ul { background-color: rgb(50,56,64);background-color: rgba(50,56,64,1);} #mobile-menu li{ border-bottom-color: #efefef ; } body.header-transparent #header-inner-wrap{ background: transparent; } .be-gdpr-modal-item input:checked + .slider{ background-color: #00bcdd; } .be-gdpr-modal-iteminput:focus + .slider { box-shadow: 0 0 1px #00bcdd; } .be-gdpr-modal-item .slider:before { background-color:#ffffff; } .be-gdpr-cookie-notice-bar .be-gdpr-cookie-notice-button{ background: #00bcdd; color: #ffffff; } #header .header-border{ border-bottom: 0px none #00bcdd; } #header-top-bar{ background-color: rgb(21,22,26);background-color: rgba(21,22,26,1); border-bottom: 0px none #ffffff; color: #ffffff; } #header-top-bar #topbar-menu li a{ color: #ffffff; } #header-bottom-bar{ background-color: rgb(255,255,255);background-color: rgba(255,255,255,1); border-top: none #323232; border-bottom: none #323232; } /*Adjusted the timings for the new effects*/ body.header-transparent #header #header-inner-wrap { -webkit-transition: background .25s ease, box-shadow .25s ease, opacity 700ms cubic-bezier(0.645, 0.045, 0.355, 1), transform 700ms cubic-bezier(0.645, 0.045, 0.355, 1); -moz-transition: background .25s ease, box-shadow .25s ease, opacity 700ms cubic-bezier(0.645, 0.045, 0.355, 1), transform 700ms cubic-bezier(0.645, 0.045, 0.355, 1); -o-transition: background .25s ease, box-shadow .25s ease, opacity 700ms cubic-bezier(0.645, 0.045, 0.355, 1), transform 700ms cubic-bezier(0.645, 0.045, 0.355, 1); transition: background .25s ease, box-shadow .25s ease, opacity 700ms cubic-bezier(0.645, 0.045, 0.355, 1), transform 700ms cubic-bezier(0.645, 0.045, 0.355, 1); } body.header-transparent.semi #header .semi-transparent{ background-color: rgb(255,255,255);background-color: rgba(255,255,255,1); !important ; } #content, #blog-content { background-color: rgb(255,255,255);background-color: rgba(255,255,255,1);} #bottom-widgets { background-color: rgb(242,243,248);background-color: rgba(242,243,248,1);} #footer { background-color: rgb(50,56,64);background-color: rgba(50,56,64,1);} #footer .footer-border{ border-bottom: 2px solid #eaeaea; } .page-title-module-custom { background-color: rgb(242,243,248);background-color: rgba(242,243,248,1);} #portfolio-title-nav-wrap{ background-color : #ededed; } #navigation .sub-menu, #navigation .children, #navigation-left-side .sub-menu, #navigation-left-side .children, #navigation-right-side .sub-menu, #navigation-right-side .children { background-color: rgb(31,31,31);background-color: rgba(31,31,31,1);} .sb-slidebar.sb-right { background-color: rgb(26,26,26);background-color: rgba(26,26,26,1);} .left-header .left-strip-wrapper, .left-header #left-header-mobile { background-color : #323840 ; } .layout-box-top, .layout-box-bottom, .layout-box-right, .layout-box-left, .layout-border-header-top #header-inner-wrap, .layout-border-header-top.layout-box #header-inner-wrap, body.header-transparent .layout-border-header-top #header #header-inner-wrap.no-transparent { background-color: rgb(211,211,211);background-color: rgba(211,211,211,1);} .left-header.left-sliding.left-overlay-menu .sb-slidebar{ background-color: rgb(8,8,8);background-color: rgba(8,8,8,0.90); } .top-header.top-overlay-menu .sb-slidebar{ background-color: rgb(26,26,26);background-color: rgba(26,26,26,1);} .search-box-wrapper{ background-color: rgb(255,255,255);background-color: rgba(255,255,255,0.85);} .search-box-wrapper.style1-header-search-widget input[type="text"]{ background-color: transparent !important; color: #000000; border: 1px solid #000000; } .search-box-wrapper.style2-header-search-widget input[type="text"]{ background-color: transparent !important; color: #000000; border: none !important; box-shadow: none !important; } .search-box-wrapper .searchform .search-icon{ color: #000000; } #header-top-bar-right .search-box-wrapper.style1-header-search-widget input[type="text"]{ border: none; } .post-title , .post-date-wrap { margin-bottom: 12px; } /* ====================== Dynamic Border Styling ====================== */ .layout-box-top, .layout-box-bottom { height: 30px; } .layout-box-right, .layout-box-left { width: 30px; } #main.layout-border, #main.layout-border.layout-border-header-top{ padding: 30px; } .left-header #main.layout-border { padding-left: 0px; } #main.layout-border.layout-border-header-top { padding-top: 0px; } .be-themes-layout-layout-border #logo-sidebar, .be-themes-layout-layout-border-header-top #logo-sidebar{ margin-top: 70px; } /*Left Static Menu*/ .left-header.left-static.be-themes-layout-layout-border #main-wrapper{ margin-left: 310px; } .left-header.left-static.be-themes-layout-layout-border .sb-slidebar.sb-left { left: 30px; } /*Right Slidebar*/ body.be-themes-layout-layout-border-header-top .sb-slidebar.sb-right, body.be-themes-layout-layout-border .sb-slidebar.sb-right { right: -250px; } .be-themes-layout-layout-border-header-top .sb-slidebar.sb-right.opened, .be-themes-layout-layout-border .sb-slidebar.sb-right.opened { right: 30px; } /* Top-overlay menu on opening, header moves sideways bug. Fixed on the next line code */ /*body.be-themes-layout-layout-border-header-top.top-header.slider-bar-opened #main #header #header-inner-wrap.no-transparent.top-animate, body.be-themes-layout-layout-border.top-header.slider-bar-opened #main #header #header-inner-wrap.no-transparent.top-animate { right: 310px; }*/ body.be-themes-layout-layout-border-header-top.top-header:not(.top-overlay-menu).slider-bar-opened #main #header #header-inner-wrap.no-transparent.top-animate, body.be-themes-layout-layout-border.top-header:not(.top-overlay-menu).slider-bar-opened #main #header #header-inner-wrap.no-transparent.top-animate { right: 310px; } /* Now not needed mostly, as the hero section image is coming properly */ /*Single Page Version*/ body.be-themes-layout-layout-border-header-top.single-page-version .single-page-nav-wrap, body.be-themes-layout-layout-border.single-page-version .single-page-nav-wrap { right: 50px; } /*Split Screen Page Template*/ .top-header .layout-border #content.page-split-screen-left { margin-left: calc(50% + 15px); } .top-header.page-template-page-splitscreen-left .layout-border .header-hero-section { width: calc(50% - 15px); } .top-header .layout-border #content.page-split-screen-right { width: calc(50% - 15px); } .top-header.page-template-page-splitscreen-right .layout-border .header-hero-section { left: calc(50% - 15px); } @media only screen and (max-width: 960px) { body.be-themes-layout-layout-border-header-top.single-page-version .single-page-nav-wrap, body.be-themes-layout-layout-border.single-page-version .single-page-nav-wrap { right: 35px; } body.be-themes-layout-layout-border-header-top .sb-slidebar.sb-right, body.be-themes-layout-layout-border .sb-slidebar.sb-right { right: -280px; } #main.layout-border, #main.layout-border.layout-border-header-top { padding: 0px !important; } .top-header .layout-border #content.page-split-screen-left, .top-header .layout-border #content.page-split-screen-right { margin-left: 0px; width:100%; } .top-header.page-template-page-splitscreen-right .layout-border .header-hero-section, .top-header.page-template-page-splitscreen-left .layout-border .header-hero-section { width:100%; } } .filters.single_border .filter_item{ border-color: #00bcdd; } .filters.rounded .current_choice{ border-radius: 50px; background-color: #00bcdd; color: #ffffff; } .filters.single_border .current_choice, .filters.border .current_choice{ color: #00bcdd; } .exclusive-mobile-bg .menu-controls{ background-color: background-color: rgb(255,255,255);background-color: rgba(255,255,255,0);; } #header .be-mobile-menu-icon span { background-color : #323232; } #header-controls-right, #header-controls-left, .overlay-menu-close, .be-overlay-menu-close { color : #323232; } #header .exclusive-mobile-bg .be-mobile-menu-icon, #header .exclusive-mobile-bg .be-mobile-menu-icon span, #header-inner-wrap.background--light.transparent.exclusive-mobile-bg .be-mobile-menu-icon, #header-inner-wrap.background--light.transparent.exclusive-mobile-bg .be-mobile-menu-icon span, #header-inner-wrap.background--dark.transparent.exclusive-mobile-bg .be-mobile-menu-icon, #header-inner-wrap.background--dark.transparent.exclusive-mobile-bg .be-mobile-menu-icon span { background-color: #323232} .be-mobile-menu-icon{ width: 18px; height: 2px; } .be-mobile-menu-icon .hamburger-line-1{ top: -5px; } .be-mobile-menu-icon .hamburger-line-3{ top: 5px; } .thumb-title-wrap { color: #ffffff; } #bottom-widgets .widget ul li a, #bottom-widgets a { color: inherit; } #bottom-widgets .tagcloud a:hover { color: #ffffff; } a, a:visited, a:hover, #bottom-widgets .widget ul li a:hover, #bottom-widgets a:hover{ color: #00bcdd; } #header-top-menu a:hover, #navigation .current_page_item a, #navigation .current_page_item a:hover, #navigation a:hover, #navigation-left-side .current_page_item a, #navigation-left-side .current_page_item a:hover, #navigation-left-side a:hover, #navigation-right-side .current_page_item a, #navigation-right-side .current_page_item a:hover, #navigation-right-side a:hover, #menu li.current-menu-ancestor > a, #navigation-left-side .current-menu-item > a, #navigation-right-side .current-menu-item > a, #navigation .current-menu-item > a, #navigation .sub-menu .current-menu-item > a, #navigation .sub-menu a:hover, #navigation .children .current-menu-item > a, #navigation .children a:hover, #slidebar-menu .current-menu-item > a, .special-header-menu a:hover + .mobile-sub-menu-controller i, .special-header-menu #slidebar-menu a:hover, .special-header-menu .sub-menu a:hover, .single-page-version #navigation a:hover, .single-page-version #navigation-left-side a:hover, .single-page-version #navigation-right-side a:hover, .single-page-version #navigation .current-section.current_page_item a, .single-page-version #navigation-left-side .current-section.current_page_item a, .single-page-version #navigation-right-side .current-section.current_page_item a, .single-page-version #slidebar-menu .current-section.current_page_item a, .single-page-version #navigation .current_page_item a:hover, .single-page-version #navigation-left-side .current_page_item a:hover, .single-page-version #navigation-right-side .current_page_item a:hover, .single-page-version #slidebar-menu .current_page_item a:hover, .be-sticky-sections #navigation a:hover, .be-sticky-sections #navigation-left-side a:hover, .be-sticky-sections #navigation-right-side a:hover, .be-sticky-sections #navigation .current-section.current_page_item a, .be-sticky-sections #navigation-left-side .current-section.current_page_item a, .be-sticky-sections #navigation-right-side .current-section.current_page_item a, .be-sticky-sections #navigation .current_page_item a:hover, .be-sticky-sections #navigation-left-side .current_page_item a:hover, .be-sticky-sections #navigation-right-side .current_page_item a:hover, #navigation .current-menu-ancestor > a, #navigation-left-side .current-menu-ancestor > a, #navigation-right-side .current-menu-ancestor > a, #slidebar-menu .current-menu-ancestor > a, .special-header-menu .current-menu-item > a, .sb-left #slidebar-menu a:hover { color: #ffffff; } #navigation .current_page_item ul li a, #navigation-left-side .current_page_item ul li a, #navigation-right-side .current_page_item ul li a, .single-page-version #navigation .current_page_item a, .single-page-version #navigation-left-side .current_page_item a, .single-page-version #navigation-right-side .current_page_item a, .single-page-version #slidebar-menu .current_page_item a, .single-page-version #navigation .sub-menu .current-menu-item > a, .single-page-version #navigation .children .current-menu-item > a .be-sticky-sections #navigation .current_page_item a, .be-sticky-sections #navigation-left-side .current_page_item a, .be-sticky-sections #navigation-right-side .current_page_item a, .be-sticky-sections #navigation .sub-menu .current-menu-item > a, .be-sticky-sections #navigation .children .current-menu-item > a { color: inherit; } .be-nav-link-effect-1 a::after, .be-nav-link-effect-2 a::after, .be-nav-link-effect-3 a::after{ background-color: rgb(255,255,255);background-color: rgba(255,255,255,1);} #portfolio-title-nav-wrap .portfolio-nav a { color: #00bcdd; } #portfolio-title-nav-wrap .portfolio-nav a .home-grid-icon span{ background-color: #00bcdd; } #portfolio-title-nav-wrap .portfolio-nav a:hover { color: #323840; } #portfolio-title-nav-wrap .portfolio-nav a:hover .home-grid-icon span{ background-color: #323840; } .page-title-module-custom .header-breadcrumb { line-height: 36px; } #portfolio-title-nav-bottom-wrap h6, #portfolio-title-nav-bottom-wrap ul li a, .single_portfolio_info_close, #portfolio-title-nav-bottom-wrap .slider-counts{ background-color: rgb(255,255,255);background-color: rgba(255,255,255,0);} .more-link.style2-button:hover { border-color: #00bcdd !important; background: #00bcdd !important; color: #ffffff !important; } .woocommerce a.button, .woocommerce-page a.button, .woocommerce button.button, .woocommerce-page button.button, .woocommerce input.button, .woocommerce-page input.button, .woocommerce #respond input#submit, .woocommerce-page #respond input#submit, .woocommerce #content input.button, .woocommerce-page #content input.button { background: transparent !important; color: #000 !important; border-color: #000 !important; border-style: solid !important; border-width: 2px !important; background: transparent !important; color: #000000 !important; border-width: 2px !important; border-color: #000000 !important; line-height: 41px; text-transform: uppercase; } .woocommerce a.button:hover, .woocommerce-page a.button:hover, .woocommerce button.button:hover, .woocommerce-page button.button:hover, .woocommerce input.button:hover, .woocommerce-page input.button:hover, .woocommerce #respond input#submit:hover, .woocommerce-page #respond input#submit:hover, .woocommerce #content input.button:hover, .woocommerce-page #content input.button:hover { background: #e0a240 !important; color: #fff !important; border-color: #e0a240 !important; border-width: 2px !important; background: #e0a240 !important; color: #ffffff !important; border-color: #e0a240 !important; } .woocommerce a.button.alt, .woocommerce-page a.button.alt, .woocommerce .button.alt, .woocommerce-page .button.alt, .woocommerce input.button.alt, .woocommerce-page input.button.alt, .woocommerce input[type="submit"].alt, .woocommerce-page input[type="submit"].alt, .woocommerce #respond input#submit.alt, .woocommerce-page #respond input#submit.alt, .woocommerce #content input.button.alt, .woocommerce-page #content input.button.alt { background: #e0a240 !important; color: #fff !important; border-color: #e0a240 !important; border-style: solid !important; border-width: 2px !important; background: #e0a240 !important; color: #ffffff !important; border-width: 2px !important; border-color: #e0a240 !important; line-height: 41px; text-transform: uppercase; } .woocommerce a.button.alt:hover, .woocommerce-page a.button.alt:hover, .woocommerce .button.alt:hover, .woocommerce-page .button.alt:hover, .woocommerce input[type="submit"].alt:hover, .woocommerce-page input[type="submit"].alt:hover, .woocommerce input.button.alt:hover, .woocommerce-page input.button.alt:hover, .woocommerce #respond input#submit.alt:hover, .woocommerce-page #respond input#submit.alt:hover, .woocommerce #content input.button.alt:hover, .woocommerce-page #content input.button.alt:hover { background: transparent !important; color: #000 !important; border-color: #000 !important; border-style: solid !important; border-width: 2px !important; background: transparent !important; color: #000000 !important; border-color: #000000 !important; } .woocommerce .woocommerce-message a.button, .woocommerce-page .woocommerce-message a.button, .woocommerce .woocommerce-message a.button:hover, .woocommerce-page .woocommerce-message a.button:hover { border: none !important; color: #fff !important; background: none !important; } .woocommerce .woocommerce-ordering select.orderby, .woocommerce-page .woocommerce-ordering select.orderby { border-color: #eeeeee; } .style7-blog .post-title{ margin-bottom: 9px; } .style8-blog .post-comment-wrap a:hover{ color : #00bcdd; } .style8-blog .element:not(.be-image-post) .post-details-wrap{ background-color: #ffffff ; } .accordion .accordion-head.with-bg.ui-accordion-header-active{ background-color: #00bcdd !important; color: #ffffff !important; } #portfolio-title-nav-wrap{ padding-top: 15px; padding-bottom: 15px; border-bottom: 1px solid #cecece; } #portfolio-title-nav-bottom-wrap h6, #portfolio-title-nav-bottom-wrap ul, .single_portfolio_info_close .font-icon, .slider-counts{ color: #2b2b2b ; } #portfolio-title-nav-bottom-wrap .home-grid-icon span{ background-color: #2b2b2b ; } #portfolio-title-nav-bottom-wrap h6:hover, #portfolio-title-nav-bottom-wrap ul a:hover, #portfolio-title-nav-bottom-wrap .slider-counts:hover, .single_portfolio_info_close:hover { background-color: rgb(235,73,73);background-color: rgba(235,73,73,0.85);} #portfolio-title-nav-bottom-wrap h6:hover, #portfolio-title-nav-bottom-wrap ul a:hover, #portfolio-title-nav-bottom-wrap .slider-counts:hover, .single_portfolio_info_close:hover .font-icon{ color: #ffffff ; } #portfolio-title-nav-bottom-wrap ul a:hover .home-grid-icon span{ background-color: #ffffff ; } /* ====================== Layout ====================== */ body #header-inner-wrap.top-animate #navigation, body #header-inner-wrap.top-animate .header-controls, body #header-inner-wrap.stuck #navigation, body #header-inner-wrap.stuck .header-controls { -webkit-transition: line-height 0.5s ease; -moz-transition: line-height 0.5s ease; -ms-transition: line-height 0.5s ease; -o-transition: line-height 0.5s ease; transition: line-height 0.5s ease; } .header-cart-controls .cart-contents span{ background: #646464; } .header-cart-controls .cart-contents span{ color: #f5f5f5; } .left-sidebar-page, .right-sidebar-page, .no-sidebar-page .be-section-pad:first-child, .page-template-page-940-php #content , .no-sidebar-page #content-wrap, .portfolio-archives.no-sidebar-page #content-wrap { padding-top: 80px; padding-bottom: 80px; } .no-sidebar-page #content-wrap.page-builder{ padding-top: 0px; padding-bottom: 0px; } .left-sidebar-page .be-section:first-child, .right-sidebar-page .be-section:first-child, .dual-sidebar-page .be-section:first-child { padding-top: 0 !important; } .style1 .logo, .style4 .logo, #left-header-mobile .logo, .style3 .logo, .style7 .logo, .style10 .logo{ padding-top: 15px; padding-bottom: 15px; } .style5 .logo, .style6 .logo{ margin-top: 15px; margin-bottom: 15px; } #footer-wrap { padding-top: 25px; padding-bottom: 25px; } /* ====================== Colors ====================== */ .sec-bg, .gallery_content, .fixed-sidebar-page .fixed-sidebar, .style3-blog .blog-post.element .element-inner, .style4-blog .blog-post, .blog-post.format-link .element-inner, .blog-post.format-quote .element-inner, .woocommerce ul.products li.product, .woocommerce-page ul.products li.product, .chosen-container.chosen-container-single .chosen-drop, .chosen-container.chosen-container-single .chosen-single, .chosen-container.chosen-container-active.chosen-with-drop .chosen-single { background: #fafbfd; } .sec-color, .post-meta a, .pagination a, .pagination a:visited, .pagination span, .pages_list a, input[type="text"], input[type="email"], input[type="password"], textarea, .gallery_content, .fixed-sidebar-page .fixed-sidebar, .style3-blog .blog-post.element .element-inner, .style4-blog .blog-post, .blog-post.format-link .element-inner, .blog-post.format-quote .element-inner, .woocommerce ul.products li.product, .woocommerce-page ul.products li.product, .chosen-container.chosen-container-single .chosen-drop, .chosen-container.chosen-container-single .chosen-single, .chosen-container.chosen-container-active.chosen-with-drop .chosen-single { color: #7a7a7a; } .woocommerce .quantity .plus, .woocommerce .quantity .minus, .woocommerce #content .quantity .plus, .woocommerce #content .quantity .minus, .woocommerce-page .quantity .plus, .woocommerce-page .quantity .minus, .woocommerce-page #content .quantity .plus, .woocommerce-page #content .quantity .minus, .woocommerce .quantity input.qty, .woocommerce #content .quantity input.qty, .woocommerce-page .quantity input.qty, .woocommerce-page #content .quantity input.qty { background: #fafbfd; color: #7a7a7a; border-color: #eeeeee; } .woocommerce div.product .woocommerce-tabs ul.tabs li, .woocommerce #content div.product .woocommerce-tabs ul.tabs li, .woocommerce-page div.product .woocommerce-tabs ul.tabs li, .woocommerce-page #content div.product .woocommerce-tabs ul.tabs li { color: #7a7a7a!important; } .chosen-container .chosen-drop, nav.woocommerce-pagination, .summary.entry-summary .price, .portfolio-details.style2 .gallery-side-heading-wrap, #single-author-info, .single-page-atts, article.comment { border-color: #eeeeee !important; } .fixed-sidebar-page #page-content{ background: #ffffff; } .sec-border, input[type="text"], input[type="email"], input[type="tel"], input[type="password"], textarea { border: 2px solid #eeeeee; } .chosen-container.chosen-container-single .chosen-single, .chosen-container.chosen-container-active.chosen-with-drop .chosen-single { border: 2px solid #eeeeee; } .woocommerce table.shop_attributes th, .woocommerce-page table.shop_attributes th, .woocommerce table.shop_attributes td, .woocommerce-page table.shop_attributes td { border: none; border-bottom: 1px solid #eeeeee; padding-bottom: 5px; } .woocommerce .widget_price_filter .price_slider_wrapper .ui-widget-content, .woocommerce-page .widget_price_filter .price_slider_wrapper .ui-widget-content{ border: 1px solid #eeeeee; } .pricing-table .pricing-title, .chosen-container .chosen-results li { border-bottom: 1px solid #eeeeee; } .separator { border:0; height:1px; color: #eeeeee; background-color: #eeeeee; } .alt-color, li.ui-tabs-active h6 a, a, a:visited, .social_media_icons a:hover, .post-title a:hover, .fn a:hover, a.team_icons:hover, .recent-post-title a:hover, .widget_nav_menu ul li.current-menu-item a, .widget_nav_menu ul li.current-menu-item:before, .woocommerce ul.cart_list li a:hover, .woocommerce ul.product_list_widget li a:hover, .woocommerce-page ul.cart_list li a:hover, .woocommerce-page ul.product_list_widget li a:hover, .woocommerce-page .product-categories li a:hover, .woocommerce ul.products li.product .product-meta-data h3:hover, .woocommerce table.cart a.remove:hover, .woocommerce #content table.cart a.remove:hover, .woocommerce-page table.cart a.remove:hover, .woocommerce-page #content table.cart a.remove:hover, td.product-name a:hover, .woocommerce-page #content .quantity .plus:hover, .woocommerce-page #content .quantity .minus:hover, .post-category a:hover, .menu-card-item-stared { color: #00bcdd; } a.custom-like-button.no-liked{ color: rgba(255,255,255,0.5); } a.custom-like-button.liked{ color: rgba(255,255,255,1); } .content-slide-wrap .flex-control-paging li a.flex-active, .content-slide-wrap .flex-control-paging li.flex-active a:before { background: #00bcdd !important; border-color: #00bcdd !important; } #navigation .menu > ul > li.mega > ul > li { border-color: #3d3d3d; } .sb-slidebar.sb-right .menu{ border-top: 1px solid #2d2d2d; border-bottom: 1px solid #2d2d2d; } .post-title a:hover { color: #00bcdd !important; } .alt-bg, input[type="submit"], .tagcloud a:hover, .pagination a:hover, .widget_tag_cloud a:hover, .pagination .current, .trigger_load_more .be-button, .trigger_load_more .be-button:hover { background-color: #00bcdd; transition: 0.2s linear all; } .mejs-controls .mejs-time-rail .mejs-time-current , .mejs-controls .mejs-horizontal-volume-slider .mejs-horizontal-volume-current, .woocommerce span.onsale, .woocommerce-page span.onsale, .woocommerce a.add_to_cart_button.button.product_type_simple.added, .woocommerce-page .widget_shopping_cart_content .buttons a.button:hover, .woocommerce nav.woocommerce-pagination ul li span.current, .woocommerce nav.woocommerce-pagination ul li a:hover, .woocommerce nav.woocommerce-pagination ul li a:focus, .testimonial-flex-slider .flex-control-paging li a.flex-active, #back-to-top, .be-carousel-nav, .portfolio-carousel .owl-controls .owl-prev:hover, .portfolio-carousel .owl-controls .owl-next:hover, .owl-theme .owl-controls .owl-dot.active span, .owl-theme .owl-controls .owl-dot:hover span, .more-link.style3-button, .view-project-link.style3-button{ background: #00bcdd !important; } .single-page-nav-link.current-section-nav-link { background: #ffffff !important; } .view-project-link.style2-button, .single-page-nav-link.current-section-nav-link { border-color: #00bcdd !important; } .view-project-link.style2-button:hover { background: #00bcdd !important; color: #ffffff !important; } .tagcloud a:hover, .testimonial-flex-slider .flex-control-paging li a.flex-active, .testimonial-flex-slider .flex-control-paging li a { border-color: #00bcdd; } a.be-button.view-project-link, .more-link { border-color: #00bcdd; } .portfolio-container .thumb-bg { background-color: rgba(0,188,221,0.85); } .photostream_overlay, .be-button, .more-link.style3-button, .view-project-link.style3-button, button, input[type="button"], input[type="submit"], input[type="reset"] { background-color: #00bcdd; } input[type="file"]::-webkit-file-upload-button{ background-color: #00bcdd; } .alt-bg-text-color, input[type="submit"], .tagcloud a:hover, .pagination a:hover, .widget_tag_cloud a:hover, .pagination .current, .woocommerce nav.woocommerce-pagination ul li span.current, .woocommerce nav.woocommerce-pagination ul li a:hover, .woocommerce nav.woocommerce-pagination ul li a:focus, #back-to-top, .be-carousel-nav, .single_portfolio_close .font-icon, .single_portfolio_back .font-icon, .more-link.style3-button, .view-project-link.style3-button, .trigger_load_more a.be-button, .trigger_load_more a.be-button:hover, .portfolio-carousel .owl-controls .owl-prev:hover .font-icon, .portfolio-carousel .owl-controls .owl-next:hover .font-icon{ color: #ffffff; transition: 0.2s linear all; } .woocommerce .button.alt.disabled { background: #efefef !important; color: #a2a2a2 !important; border: none !important; cursor: not-allowed; } .be-button, input[type="button"], input[type="submit"], input[type="reset"], button { color: #ffffff; transition: 0.2s linear all; } input[type="file"]::-webkit-file-upload-button { color: #ffffff; transition: 0.2s linear all; } .button-shape-rounded #submit, .button-shape-rounded .style2-button.view-project-link, .button-shape-rounded .style3-button.view-project-link, .button-shape-rounded .style2-button.more-link, .button-shape-rounded .style3-button.more-link, .button-shape-rounded .contact_submit { border-radius: 3px; } .button-shape-circular .style2-button.view-project-link, .button-shape-circular .style3-button.view-project-link{ border-radius: 50px; padding: 17px 30px !important; } .button-shape-circular .style2-button.more-link, .button-shape-circular .style3-button.more-link{ border-radius: 50px; padding: 7px 30px !important; } .button-shape-circular .contact_submit, .button-shape-circular #submit{ border-radius: 50px; padding-left: 30px; padding-right: 30px; } .view-project-link.style4-button:hover::after{ border-color : #00bcdd; } .mfp-arrow{ color: #ffffff; transition: 0.2s linear all; -moz-transition: 0.2s linear all; -o-transition: 0.2s linear all; transition: 0.2s linear all; } .portfolio-title a { color: inherit; } .arrow-block .arrow_prev, .arrow-block .arrow_next, .arrow-block .flickity-prev-next-button { background-color: rgb(0,0,0);background-color: rgba(0,0,0,1);} .arrow-border .arrow_prev, .arrow-border .arrow_next, .arrow-border .flickity-prev-next-button { border: 1px solid #000000; } .gallery-info-box-wrap .arrow_prev .font-icon, .gallery-info-box-wrap .arrow_next .font-icon{ color: #ffffff; } .flickity-prev-next-button .arrow{ fill: #ffffff; } .arrow-block .arrow_prev:hover, .arrow-block .arrow_next:hover, .arrow-block .flickity-prev-next-button:hover { background-color: rgb(0,0,0);background-color: rgba(0,0,0,1);} .arrow-border .arrow_prev:hover, .arrow-border .arrow_next:hover, .arrow-border .flickity-prev-next-button:hover { border: 1px solid #000000; } .gallery-info-box-wrap .arrow_prev:hover .font-icon, .gallery-info-box-wrap .arrow_next:hover .font-icon{ color: #ffffff; } .flickity-prev-next-button:hover .arrow{ fill: #ffffff; } #back-to-top.layout-border, #back-to-top.layout-border-header-top { right: 50px; bottom: 50px; } .layout-border .fixed-sidebar-page #right-sidebar.active-fixed { right: 30px; } body.header-transparent.admin-bar .layout-border #header #header-inner-wrap.no-transparent.top-animate, body.sticky-header.admin-bar .layout-border #header #header-inner-wrap.no-transparent.top-animate { top: 62px; } body.header-transparent .layout-border #header #header-inner-wrap.no-transparent.top-animate, body.sticky-header .layout-border #header #header-inner-wrap.no-transparent.top-animate { top: 30px; } body.header-transparent.admin-bar .layout-border.layout-border-header-top #header #header-inner-wrap.no-transparent.top-animate, body.sticky-header.admin-bar .layout-border.layout-border-header-top #header #header-inner-wrap.no-transparent.top-animate { top: 32px; z-index: 15; } body.header-transparent .layout-border.layout-border-header-top #header #header-inner-wrap.no-transparent.top-animate, body.sticky-header .layout-border.layout-border-header-top #header #header-inner-wrap.no-transparent.top-animate { top: 0px; z-index: 15; } body.header-transparent .layout-border #header #header-inner-wrap.no-transparent #header-wrap, body.sticky-header .layout-border #header 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<div class="wpifgr-timeline ifgr-fline no-more wpex-infinite inf-stl-2" id="timeline-8078" data-animations="" data-rtl=""> <div class="wpex-loading"> <div class="wpex-spinner"> <div class="rect1"></div><div class="rect2"></div> <div class="rect3"></div><div class="rect4"></div> <div class="rect5"></div> </div> </div> <div class="extl-info-start wpex-tltitle wpex-loadmore"> <span>Begin</span> </div> <ul class="infogr-list exif-nb-even"> <li class="filter-8078_53445 exif-li extllightbox exlb-8078 post-53445 wp-timeline type-wp-timeline status-publish has-post-thumbnail hentry wpex_category-ml-cert" data-id="filter-8078_53445" href="https://aiplus.training/wp-content/uploads/2021/01/ds101.png" data-glightbox="descPosition: right;" data-class="exlb-8078"> <div class=" tl-ani"> <div class="glightbox-desc" style="display: none;" data-close-outsite="1"> <div class="extl-lightbox-info" id="extl-lb-534458078"> <div class="lb-image"> <img decoding="async" width="210" height="100" src="https://aiplus.training/wp-content/uploads/2021/01/ds101.png" class="attachment-full size-full wp-post-image" alt="" srcset="https://aiplus.training/wp-content/uploads/2021/01/ds101.png 210w, https://aiplus.training/wp-content/uploads/2021/01/ds101-105x50.png 105w, https://aiplus.training/wp-content/uploads/2021/01/ds101-50x24.png 50w" sizes="(max-width: 210px) 100vw, 210px" /> </div> <div class="lb-info"> <h3 class="lb-title">Machine Learning Primer</h3> <span><i class="fa fa-calendar"></i>Week 1</span> <div class="wpex-social-share"> <div class="wptl-social-share"> <span class="facebook"> <a class="trasition-all" title="Share on Facebook" href="#" target="_blank" rel="nofollow" onclick="window.open('https://www.facebook.com/sharer/sharer.php?u='+'https%3A%2F%2Faiplus.training%2Ftimeline%2Fmachine-learning-primer-101','facebook-share-dialog','width=626,height=436');return false;"><i class="fa fa-facebook"></i>Share on Facebook </a> </span> <span class="twitter"> <a 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onclick="window.open('//vkontakte.ru/share.php?url=https%3A%2F%2Faiplus.training%2Ftimeline%2Fmachine-learning-primer-101','vk-share-dialog','width=626,height=436');return false;"><i class="fa fa-vk"></i> Share on VK </a> </span> <span class="email"> <a class="trasition-all" href="mailto:?subject=Machine+Learning+Primer&body=https%3A%2F%2Faiplus.training%2Ftimeline%2Fmachine-learning-primer-101" title="Email this"><i class="fa fa-envelope"></i> Email this </a> </span> </div> </div> <div class="exp-lightbox-meta"></div> <p><p><span style="font-size: 18pt; color: #333333;">Machine Learning Primer</span></p> <p><span style="color: #333333; font-size: 12pt;">This first course will introduce you to foundational concepts and practical examples for machine learning in data science.</span></p> <ul class="ul1"> <li class="li1"><span style="color: #333333;">Identify modeling opportunities and categorize them (Detect, Discover, Predict, Optimize)</span></li> <li class="li1"><span style="color: #333333;">Select appropriate modeling components and ML algorithms for specific use cases</span></li> <li class="li1"><span style="color: #333333;">Design your own analytics solutions</span></li> <li class="li1"><span style="color: #333333;">Solve a broad range of problems</span></li> <li class="li1"><span style="color: #333333;">Generate value from the data assets in your organization</span></li> <li class="li1"><span style="color: #333333;">Communicate to your stakeholders the importance and meaning of models in data-intensive environments</span></li> </ul> <p><span style="color: #333333; font-size: 12pt;">Attendees will also work on data literacy exercises and study exploratory data analysis use cases that broaden and deepen one’s understanding and abilities in insights discovery and value creation from data.</span></p> <p><span style="color: #333333; font-size: 12pt;"><strong>Your instructor: Dr. Kirk Borne, Principal Data Scientist, Data Science Fellow | Booz Allen Hamilton.</strong></span></p> <p><span style="color: #333333; font-size: 12pt;"><img fetchpriority="high" decoding="async" class="wp-image-53451 alignleft lazyload" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" data-src="https://aiplus.training/wp-content/uploads/2021/01/Kirk-Borne.jpg" alt="" width="271" height="271" /><noscript><img decoding="async" class="wp-image-53451 alignleft lazyload" src="https://aiplus.training/wp-content/uploads/2021/01/Kirk-Borne.jpg" alt="" width="271" height="271" srcset="https://aiplus.training/wp-content/uploads/2021/01/Kirk-Borne.jpg 500w, https://aiplus.training/wp-content/uploads/2021/01/Kirk-Borne-300x300.jpg 300w, https://aiplus.training/wp-content/uploads/2021/01/Kirk-Borne-150x150.jpg 150w, https://aiplus.training/wp-content/uploads/2021/01/Kirk-Borne-90x90.jpg 90w, https://aiplus.training/wp-content/uploads/2021/01/Kirk-Borne-120x120.jpg 120w, https://aiplus.training/wp-content/uploads/2021/01/Kirk-Borne-50x50.jpg 50w, https://aiplus.training/wp-content/uploads/2021/01/Kirk-Borne-100x100.jpg 100w" sizes="(max-width: 271px) 100vw, 271px" /></noscript></span></p> <p> </p> <p><span style="color: #333333; font-size: 12pt;">Dr. Kirk Borne is the Principal Data Scientist, Data Science Fellow, and an Executive Advisor at global technology and consulting firm Booz Allen Hamilton. He was a co-creator of the world’s first undergraduate data science degree program in 2006. He is co-author of the e-book “10 Signs of Data Science Maturity”, co-author on a new book “Demystifying AI for the Enterprise”, and author of many hundreds of scientific research articles and blogs. Dr. Borne has degrees in physics (B.S., LSU) and astronomy (Ph.D., Caltech). He is an active contributor on social media, where he promotes data literacy for all and has been named consistently among the top worldwide social influencers in big data, data science, machine learning, and AI since 2013</span></p> <p> </p> <p> </p> <p><span style="color: #0000ff; font-size: 14pt;"><a style="color: #0000ff;" href="https://aiplus.odsc.com/courses/ds-101-machine-learning-modelling-in-theory-practice" target="_blank" rel="noopener noreferrer"><strong>Full Course Information</strong></a></span></p> </p> </div> </div> </div> <div class="tlif-contai"> <div class="tlif-img "> <div class="tlef-date"> </div> <a href="javascript:;" title="Machine Learning Primer" class="tlif-img-link"> <img decoding="async" width="210" height="100" src="https://aiplus.training/wp-content/uploads/2021/01/ds101.png" class="attachment-wptl-320x220 size-wptl-320x220 wp-post-image" alt="" srcset="https://aiplus.training/wp-content/uploads/2021/01/ds101.png 210w, https://aiplus.training/wp-content/uploads/2021/01/ds101-105x50.png 105w, https://aiplus.training/wp-content/uploads/2021/01/ds101-50x24.png 50w" sizes="(max-width: 210px) 100vw, 210px" /> </a> <span class="tlif-icon"> <i class="fa fa-square no-icon"></i> </span> </div> <div class="tlif-content"> <div class="tlif-details"> <div class="tlif-info"> <h2 class="tlif-title"> <span class="tll-date"> Week 1 </span> <a href="javascript:;" title="Machine Learning Primer">Machine Learning Primer</a> </h2> <div class="tpif-des"> This course will introduce you to foundational concepts, practical examples, and various use-cases of data science and machine learning with no technical programming background needed. </div> <div class="tlif-readmore"> <a href="javascript:;" title="Machine Learning Primer"> Learn More <i class="fa fa-long-arrow-right" aria-hidden="true"></i> </a> </div> </div>  </div> </div> </div> </div> </li><li class="filter-8078_53446 exif-li extllightbox exlb-8078 post-53446 wp-timeline type-wp-timeline status-publish has-post-thumbnail hentry wpex_category-ml-cert" data-id="filter-8078_53446" href="https://aiplus.training/wp-content/uploads/2021/01/Python.jpg" data-glightbox="descPosition: right;" data-class="exlb-8078"> <div class=" tl-ani"> <div class="glightbox-desc" style="display: none;" data-close-outsite="1"> <div class="extl-lightbox-info" id="extl-lb-534468078"> <div class="lb-image"> <img decoding="async" width="138" height="100" src="https://aiplus.training/wp-content/uploads/2021/01/Python.jpg" class="attachment-full size-full wp-post-image" alt="" srcset="https://aiplus.training/wp-content/uploads/2021/01/Python.jpg 138w, https://aiplus.training/wp-content/uploads/2021/01/Python-69x50.jpg 69w, https://aiplus.training/wp-content/uploads/2021/01/Python-50x36.jpg 50w" sizes="(max-width: 138px) 100vw, 138px" /> </div> <div class="lb-info"> <h3 class="lb-title">Complete Python Fundamentals</h3> <span><i class="fa fa-calendar"></i>Week 2</span> 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class="exp-lightbox-meta"></div> <p><p><span style="font-size: 18pt; color: #333333;">Complete Python Fundamentals</span></p> <p><span style="color: #333333; font-size: 12pt;"><strong>Overview</strong></span></p> <p><span style="color: #333333; font-size: 12pt;">Python is the most popular programming language in the world of data science. It has an incredible range of applications in software, analytics, business intelligence, and other areas. If you’re new to Python (or programming in general) and are looking for a resource to hit the ground running, then this course is for you. Discover a breakthrough in your ability to leverage this versatile language with this fundamentals course designed to take you from zero experience to a powerful, practical user of this language.</span></p> <p><span style="color: #333333; font-size: 12pt;"><strong>Learning Outcomes</strong></span></p> <ul class="ul1"> <li class="li1"><span style="color: #333333;">Understand available tools and data types in Python, Understand control flow in Python</span></li> <li class="li1"><span style="color: #333333;">Troubleshoot errors in your code</span></li> <li class="li1"><span style="color: #333333;">Construct complex if/else statements, Construct complex control flow statements, and define functions to complete tasks</span></li> <li class="li1"><span style="color: #333333;">Write for loops and while loops</span></li> <li class="li1"><span style="color: #333333;">Define functions to complete tasks</span></li> <li class="li1"><span style="color: #333333;">Write lambda functions and list comprehensions</span></li> <li class="li1"><span style="color: #333333;">Determine the appropriate kind of function for a task</span></li> <li class="li1"><span style="color: #333333;">Open, write to, and save files using native Python syntax, Write information to common file types</span></li> <li class="li1"><span style="color: #333333;">Use Pandas and NumPy to interact with a wide variety of file types</span></li> <li class="li1"><span style="color: #333333;">Use NumPy to perform mathematical calculations on data in a data frame</span></li> </ul> <p> </p> <p><span style="color: #333333; font-size: 12pt;"><strong>Your Instructor: Mona Khalil, Senior Data Scientist, Greenhouse</strong></span></p> <p><span style="color: #333333; font-size: 12pt;"><img decoding="async" class="size-full wp-image-53447 alignleft lazyload" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" data-src="https://aiplus.training/wp-content/uploads/2021/01/mona-khalil.png" alt="" width="250" height="250" /><noscript><img decoding="async" class="size-full wp-image-53447 alignleft lazyload" src="https://aiplus.training/wp-content/uploads/2021/01/mona-khalil.png" alt="" width="250" height="250" srcset="https://aiplus.training/wp-content/uploads/2021/01/mona-khalil.png 250w, https://aiplus.training/wp-content/uploads/2021/01/mona-khalil-150x150.png 150w, https://aiplus.training/wp-content/uploads/2021/01/mona-khalil-90x90.png 90w, https://aiplus.training/wp-content/uploads/2021/01/mona-khalil-120x120.png 120w, https://aiplus.training/wp-content/uploads/2021/01/mona-khalil-50x50.png 50w, https://aiplus.training/wp-content/uploads/2021/01/mona-khalil-100x100.png 100w" sizes="(max-width: 250px) 100vw, 250px" /></noscript></span></p> <p> </p> <p><span style="color: #333333; font-size: 12pt;">Mona is a Senior Data Scientist at Greenhouse Software in New York City, where they contribute to data-informed decision-making across the company and machine learning solutions to improve the hiring process for Greenhouse customers. She’s also been a statistics and data science educator with DataCamp, Emeritus, and in university settings.</span></p> <p> </p> <p> </p> <p> </p> <p> </p> <p><span style="color: #0000ff;"><a style="color: #0000ff;" href="https://aiplus.odsc.com/courses/complete-python-fundamentals" target="_blank" rel="noopener noreferrer"><span style="font-size: 14pt;"><strong>Full Course Information</strong></span></a></span></p> </p> </div> </div> </div> <div class="tlif-contai"> <div class="tlif-img "> <div class="tlef-date"> </div> <a href="javascript:;" title="Complete Python Fundamentals" class="tlif-img-link"> <img decoding="async" width="138" height="100" src="https://aiplus.training/wp-content/uploads/2021/01/Python.jpg" class="attachment-wptl-320x220 size-wptl-320x220 wp-post-image" alt="" srcset="https://aiplus.training/wp-content/uploads/2021/01/Python.jpg 138w, https://aiplus.training/wp-content/uploads/2021/01/Python-69x50.jpg 69w, https://aiplus.training/wp-content/uploads/2021/01/Python-50x36.jpg 50w" sizes="(max-width: 138px) 100vw, 138px" /> </a> <span class="tlif-icon"> <i class="fa fa-square no-icon"></i> </span> </div> <div class="tlif-content"> <div class="tlif-details"> <div class="tlif-info"> <h2 class="tlif-title"> <span class="tll-date"> Week 2 </span> <a href="javascript:;" title="Complete Python Fundamentals">Complete Python Fundamentals</a> </h2> <div class="tpif-des"> Discover a breakthrough in your ability to leverage the versatile Python programming language with this fundamentals course designed to take you from zero experience to a powerful and practical user. </div> <div class="tlif-readmore"> <a href="javascript:;" title="Complete Python Fundamentals"> Learn More <i class="fa fa-long-arrow-right" aria-hidden="true"></i> </a> </div> </div>  </div> </div> </div> </div> </li><li class="filter-8078_53460 exif-li extllightbox exlb-8078 post-53460 wp-timeline type-wp-timeline status-publish has-post-thumbnail hentry wpex_category-ml-cert" data-id="filter-8078_53460" href="https://aiplus.training/wp-content/uploads/2021/01/sql.jpg" data-glightbox="descPosition: right;" data-class="exlb-8078"> <div class=" tl-ani"> <div class="glightbox-desc" style="display: none;" data-close-outsite="1"> <div class="extl-lightbox-info" id="extl-lb-534608078"> <div class="lb-image"> <img decoding="async" width="134" height="100" src="https://aiplus.training/wp-content/uploads/2021/01/sql.jpg" class="attachment-full size-full wp-post-image" alt="" srcset="https://aiplus.training/wp-content/uploads/2021/01/sql.jpg 134w, https://aiplus.training/wp-content/uploads/2021/01/sql-67x50.jpg 67w, https://aiplus.training/wp-content/uploads/2021/01/sql-50x37.jpg 50w" sizes="(max-width: 134px) 100vw, 134px" /> </div> <div class="lb-info"> <h3 class="lb-title">SQL for Data Science</h3> <span><i class="fa fa-calendar"></i>Week 3</span> <div class="wpex-social-share"> <div class="wptl-social-share"> <span 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onclick="window.open('//pinterest.com/pin/create/button/?url=https%3A%2F%2Faiplus.training%2Ftimeline%2Fsql-for-data-science&media=https%3A%2F%2Faiplus.training%2Fwp-content%2Fuploads%2F2021%2F01%2Fsql.jpg&description=SQL+for+Data+Science','pin-share-dialog','width=626,height=436');return false;"><i class="fa fa-pinterest"></i> Pin this </a> </span> <span class="vk"> <a class="trasition-all" href="#" title="Share on VK" rel="nofollow" target="_blank" onclick="window.open('//vkontakte.ru/share.php?url=https%3A%2F%2Faiplus.training%2Ftimeline%2Fsql-for-data-science','vk-share-dialog','width=626,height=436');return false;"><i class="fa fa-vk"></i> Share on VK </a> </span> <span class="email"> <a class="trasition-all" href="mailto:?subject=SQL+for+Data+Science&body=https%3A%2F%2Faiplus.training%2Ftimeline%2Fsql-for-data-science" title="Email this"><i class="fa fa-envelope"></i> Email this </a> </span> </div> </div> <div class="exp-lightbox-meta"></div> <p><p><span style="font-size: 18pt; color: #333333;" data-sheets-value="{"1":2,"2":"SQL for Data Science"}" data-sheets-userformat="{"2":8961,"3":{"1":0},"11":3,"12":0,"16":10}">SQL for Data Science</span></p> <p><span style="color: #333333; font-size: 12pt;"><strong>Overview</strong></span></p> <p><span style="color: #333333; font-size: 12pt;">SQL (structured query language) is used to retrieve, shape, and transform data stored in relational databases. It’s the most commonly used tool among data scientists today, and is an invaluable tool in your journey to become a data scientist. In this live session, you will learn how data in a database is stored, retrieved, and transformed for evaluation.</span></p> <p><span style="color: #333333; font-size: 12pt;">By completing this course, you will develop a working knowledge of how to explore a relational database, how to use SQL to retrieve data from that database, and how to transform it to answer your data science questions.</span></p> <p><span style="color: #333333; font-size: 12pt;"><strong>Learning Outcomes</strong></span></p> <ul class="ul1"> <li class="li1"><span style="color: #333333;">Identify the contents of and relationships between tables in a database</span></li> <li class="li1"><span style="color: #333333;">Write queries to aggregate, filter and sort data in a table</span></li> <li class="li1"><span style="color: #333333;">Join multiple tables in a relational data</span></li> <li class="li1"><span style="color: #333333;">Perform mathematical operations between columns</span></li> <li class="li1"><span style="color: #333333;">Identify the need for a subquery in order to properly transform data</span></li> <li class="li1"><span style="color: #333333;">Write subqueries in the FROM and WHERE clauses</span></li> <li class="li1"><span style="color: #333333;">Write common table expressions</span></li> <li class="li1"><span style="color: #333333;">Answer business questions using a combination of methods listed</span></li> </ul> <p> </p> <p><span style="color: #333333; font-size: 12pt;"><strong>Your Instructor</strong>:<strong> Mona Khalil, Senior Data Scientist, Greenhouse</strong></span></p> <p><span style="color: #333333; font-size: 12pt;"><img decoding="async" class="size-full wp-image-53447 alignleft lazyload" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" data-src="https://aiplus.training/wp-content/uploads/2021/01/mona-khalil.png" alt="" width="250" height="250" /><noscript><img decoding="async" class="size-full wp-image-53447 alignleft lazyload" src="https://aiplus.training/wp-content/uploads/2021/01/mona-khalil.png" alt="" width="250" height="250" srcset="https://aiplus.training/wp-content/uploads/2021/01/mona-khalil.png 250w, https://aiplus.training/wp-content/uploads/2021/01/mona-khalil-150x150.png 150w, https://aiplus.training/wp-content/uploads/2021/01/mona-khalil-90x90.png 90w, https://aiplus.training/wp-content/uploads/2021/01/mona-khalil-120x120.png 120w, https://aiplus.training/wp-content/uploads/2021/01/mona-khalil-50x50.png 50w, https://aiplus.training/wp-content/uploads/2021/01/mona-khalil-100x100.png 100w" sizes="(max-width: 250px) 100vw, 250px" /></noscript></span></p> <p> </p> <p><span style="color: #333333; font-size: 12pt;">Mona is a Senior Data Scientist at Greenhouse Software in New York City, where they contribute to data-informed decision making across the company and machine learning solutions to improve the hiring process for Greenhouse customers. She’s also been a statistics and data science educator with DataCamp, Emeritus, and in university settings.</span></p> <p> </p> <p> </p> <p> </p> <p> </p> <p><span style="color: #0000ff; font-size: 14pt;"><a style="color: #0000ff;" href="https://aiplus.odsc.com/courses/sql-for-data-science" target="_blank" rel="noopener noreferrer"><strong>Full Course Information</strong></a></span></p> </p> </div> </div> </div> <div class="tlif-contai"> <div class="tlif-img "> <div class="tlef-date"> </div> <a href="javascript:;" title="SQL for Data Science" class="tlif-img-link"> <img decoding="async" width="134" height="100" src="https://aiplus.training/wp-content/uploads/2021/01/sql.jpg" class="attachment-wptl-320x220 size-wptl-320x220 wp-post-image" alt="" srcset="https://aiplus.training/wp-content/uploads/2021/01/sql.jpg 134w, https://aiplus.training/wp-content/uploads/2021/01/sql-67x50.jpg 67w, https://aiplus.training/wp-content/uploads/2021/01/sql-50x37.jpg 50w" sizes="(max-width: 134px) 100vw, 134px" /> </a> <span class="tlif-icon"> <i class="fa fa-square no-icon"></i> </span> </div> <div class="tlif-content"> <div class="tlif-details"> <div class="tlif-info"> <h2 class="tlif-title"> <span class="tll-date"> Week 3 </span> <a href="javascript:;" title="SQL for Data Science">SQL for Data Science</a> </h2> <div class="tpif-des"> By completing this course, you will develop a working knowledge of how to explore a relational database, how to use SQL to retrieve data from that database, and how to transform it to answer your data science questions. </div> <div class="tlif-readmore"> <a href="javascript:;" title="SQL for Data Science"> Learn More <i class="fa fa-long-arrow-right" aria-hidden="true"></i> </a> </div> </div>  </div> </div> </div> </div> </li><li class="filter-8078_53462 exif-li extllightbox exlb-8078 post-53462 wp-timeline type-wp-timeline status-publish has-post-thumbnail hentry wpex_category-ml-cert" data-id="filter-8078_53462" href="https://aiplus.training/wp-content/uploads/2021/01/linear-algebra.jpg" data-glightbox="descPosition: right;" data-class="exlb-8078"> <div class=" tl-ani"> <div class="glightbox-desc" style="display: none;" data-close-outsite="1"> <div class="extl-lightbox-info" id="extl-lb-534628078"> <div class="lb-image"> <img decoding="async" width="138" height="100" src="https://aiplus.training/wp-content/uploads/2021/01/linear-algebra.jpg" class="attachment-full size-full wp-post-image" alt="" srcset="https://aiplus.training/wp-content/uploads/2021/01/linear-algebra.jpg 138w, https://aiplus.training/wp-content/uploads/2021/01/linear-algebra-69x50.jpg 69w, https://aiplus.training/wp-content/uploads/2021/01/linear-algebra-50x36.jpg 50w" sizes="(max-width: 138px) 100vw, 138px" /> </div> <div class="lb-info"> <h3 class="lb-title">Mathematics for Machine Learning</h3> <span><i class="fa fa-calendar"></i>Week 4</span> <div class="wpex-social-share"> <div class="wptl-social-share"> <span 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onclick="window.open('//pinterest.com/pin/create/button/?url=https%3A%2F%2Faiplus.training%2Ftimeline%2Fmathematics-for-machine-learning&media=https%3A%2F%2Faiplus.training%2Fwp-content%2Fuploads%2F2021%2F01%2Flinear-algebra.jpg&description=Mathematics+for+Machine+Learning','pin-share-dialog','width=626,height=436');return false;"><i class="fa fa-pinterest"></i> Pin this </a> </span> <span class="vk"> <a class="trasition-all" href="#" title="Share on VK" rel="nofollow" target="_blank" onclick="window.open('//vkontakte.ru/share.php?url=https%3A%2F%2Faiplus.training%2Ftimeline%2Fmathematics-for-machine-learning','vk-share-dialog','width=626,height=436');return false;"><i class="fa fa-vk"></i> Share on VK </a> </span> <span class="email"> <a class="trasition-all" href="mailto:?subject=Mathematics+for+Machine+Learning&body=https%3A%2F%2Faiplus.training%2Ftimeline%2Fmathematics-for-machine-learning" title="Email this"><i class="fa fa-envelope"></i> Email this </a> </span> </div> </div> <div class="exp-lightbox-meta"></div> <p><p><span style="font-size: 18pt; color: #333333;">Mathematics for Machine Learning</span></p> <p><span style="color: #333333; font-size: 12pt;"><strong>Overview</strong></span></p> <p><span style="color: #333333; font-size: 12pt;">It is essential because linear algebra lies at the heart of most machine learning approaches and is especially predominant in deep learning, the branch of ML at the forefront of today’s artificial intelligence advances. Through the measured exposition of theory paired with interactive examples, you’ll develop an understanding of how linear algebra is used to solve for unknown values in high-dimensional spaces, thereby enabling machines to recognize patterns and make predictions.</span></p> <p><span style="color: #333333; font-size: 12pt;"><strong>Learning Outcomes</strong></span></p> <ul> <li><span style="color: #333333; font-size: 12pt;">Understand the fundamentals of linear algebra, a ubiquitous approach for solving for unknowns within high-dimensional spaces.</span></li> <li><span style="color: #333333; font-size: 12pt;">Develop a geometric intuition of what’s going on beneath the hood of machine learning algorithms, including those used for deep learning.</span></li> <li><span style="color: #333333; font-size: 12pt;">Be able to more intimately grasp the details of machine learning papers as well as all of the other subjects that underlie ML, including calculus, statistics, and optimization algorithms.</span></li> <li><span style="color: #333333; font-size: 12pt;">Develop a geometric intuition of what’s going on beneath the hood of machine learning algorithms, including those used for deep learning.</span></li> <li><span style="color: #333333; font-size: 12pt;">Be able to more intimately grasp the details of machine learning papers as well as all of the other subjects that underlie ML, including calculus, statistics, and optimization algorithms.</span></li> <li><span style="color: #333333; font-size: 12pt;">Reduce the dimensionality of complex spaces down to their most informative elements with techniques such as eigendecomposition, singular value decomposition, and principal components analysis.</span></li> </ul> <p> </p> <p><span style="color: #333333; font-size: 12pt;"><strong>Your Instructor</strong>: <strong>Dr. Jon Krohn, Chief Data Scientist, Author of Deep Learning Illustrated | Untapt</strong></span></p> <p><span style="color: #333333; font-size: 12pt;"><img decoding="async" class="alignleft lazyload" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" data-src="https://thinkific-import.s3.amazonaws.com/59871/FxywBvuQQY09veS5yq0D_Jon-Krohn.jpg" alt="FxywBvuQQY09veS5yq0D_Jon-Krohn.jpg (250×250)" /><noscript><img decoding="async" class="alignleft lazyload" src="https://thinkific-import.s3.amazonaws.com/59871/FxywBvuQQY09veS5yq0D_Jon-Krohn.jpg" alt="FxywBvuQQY09veS5yq0D_Jon-Krohn.jpg (250×250)" /></noscript>Jon Krohn is Chief Data Scientist at the machine learning company untapt. He authored the 2019 book Deep Learning Illustrated, an instant #1 bestseller that was translated into six languages. Jon is renowned for his compelling lectures, which he offers in-person at Columbia University, New York University, and the NYC Data Science Academy. Jon holds a Ph.D. in neuroscience from Oxford and has been publishing on machine learning in leading academic journals since 2010; his papers have been cited over a thousand times.</span></p> <p> </p> <p> </p> <p> </p> <p><span style="color: #0000ff; font-size: 14pt;"><a style="color: #0000ff;" href="https://aiplus.odsc.com/courses/machine-learning-foundations-linear-algebra" target="_blank" rel="noopener noreferrer"><strong>Full Course Information</strong></a></span></p> </p> </div> </div> </div> <div class="tlif-contai"> <div class="tlif-img "> <div class="tlef-date"> </div> <a href="javascript:;" title="Mathematics for Machine Learning" class="tlif-img-link"> <img decoding="async" width="138" height="100" src="https://aiplus.training/wp-content/uploads/2021/01/linear-algebra.jpg" class="attachment-wptl-320x220 size-wptl-320x220 wp-post-image" alt="" srcset="https://aiplus.training/wp-content/uploads/2021/01/linear-algebra.jpg 138w, https://aiplus.training/wp-content/uploads/2021/01/linear-algebra-69x50.jpg 69w, https://aiplus.training/wp-content/uploads/2021/01/linear-algebra-50x36.jpg 50w" sizes="(max-width: 138px) 100vw, 138px" /> </a> <span class="tlif-icon"> <i class="fa fa-square no-icon"></i> </span> </div> <div class="tlif-content"> <div class="tlif-details"> <div class="tlif-info"> <h2 class="tlif-title"> <span class="tll-date"> Week 4 </span> <a href="javascript:;" title="Mathematics for Machine Learning">Mathematics for Machine Learning</a> </h2> <div class="tpif-des"> Through the measured exposition of theory paired with interactive examples, you’ll develop an understanding of how linear algebra is used to solve for unknown values in high-dimensional spaces, thereby enabling machines to recognize patterns and make predictions. </div> <div class="tlif-readmore"> <a href="javascript:;" title="Mathematics for Machine Learning"> Learn More <i class="fa fa-long-arrow-right" aria-hidden="true"></i> </a> </div> </div>  </div> </div> </div> </div> </li><li class="filter-8078_53465 exif-li extllightbox exlb-8078 post-53465 wp-timeline type-wp-timeline status-publish has-post-thumbnail hentry wpex_category-ml-cert" data-id="filter-8078_53465" href="https://aiplus.training/wp-content/uploads/2021/01/Screen-Shot-2021-02-26-at-5.04.57-PM-e1614377648970.png" data-glightbox="descPosition: right;" data-class="exlb-8078"> <div class=" tl-ani"> <div class="glightbox-desc" style="display: none;" data-close-outsite="1"> <div class="extl-lightbox-info" id="extl-lb-534658078"> <div class="lb-image"> <img decoding="async" width="208" height="100" src="https://aiplus.training/wp-content/uploads/2021/01/Screen-Shot-2021-02-26-at-5.04.57-PM-e1614377648970.png" class="attachment-full size-full wp-post-image" alt="" /> </div> <div class="lb-info"> <h3 class="lb-title">Probability and Statistics for Machine Learning</h3> <span><i class="fa fa-calendar"></i>Week 5</span> <div class="wpex-social-share"> <div class="wptl-social-share"> <span class="facebook"> <a class="trasition-all" title="Share on Facebook" href="#" target="_blank" rel="nofollow" onclick="window.open('https://www.facebook.com/sharer/sharer.php?u='+'https%3A%2F%2Faiplus.training%2Ftimeline%2Fstatistics-for-machine-learning','facebook-share-dialog','width=626,height=436');return false;"><i class="fa fa-facebook"></i>Share on Facebook </a> </span> <span class="twitter"> <a class="trasition-all" href="#" title="Share on Twitter" rel="nofollow" target="_blank" onclick="window.open('http://twitter.com/share?text=Probability+and+Statistics+for+Machine+Learning&url=https%3A%2F%2Faiplus.training%2Ftimeline%2Fstatistics-for-machine-learning','twitter-share-dialog','width=626,height=436');return false;"><i class="fa fa-twitter"></i> Share on Twitter </a> </span> <span class="linkedin"> <a class="trasition-all" href="#" title="Share on LinkedIn" rel="nofollow" target="_blank" onclick="window.open('http://www.linkedin.com/shareArticle?mini=true&url=https%3A%2F%2Faiplus.training%2Ftimeline%2Fstatistics-for-machine-learning&title=Probability+and+Statistics+for+Machine+Learning&source=Open+Data+Science+Conference','linkedin-share-dialog','width=626,height=436');return false;"><i class="fa fa-linkedin"></i> Share on LinkedIn </a> </span> <span class="tumblr"> <a class="trasition-all" href="#" title="Share on Tumblr" rel="nofollow" target="_blank" onclick="window.open('http://www.tumblr.com/share/link?url=https%3A%2F%2Faiplus.training%2Ftimeline%2Fstatistics-for-machine-learning&name=Probability+and+Statistics+for+Machine+Learning','tumblr-share-dialog','width=626,height=436');return false;"><i class="fa fa-tumblr"></i> Share on Tumblr </a> </span> <span class="pinterest"> <a class="trasition-all" href="#" title="Pin this" rel="nofollow" target="_blank" onclick="window.open('//pinterest.com/pin/create/button/?url=https%3A%2F%2Faiplus.training%2Ftimeline%2Fstatistics-for-machine-learning&media=https%3A%2F%2Faiplus.training%2Fwp-content%2Fuploads%2F2021%2F01%2FScreen-Shot-2021-02-26-at-5.04.57-PM-e1614377648970.png&description=Probability+and+Statistics+for+Machine+Learning','pin-share-dialog','width=626,height=436');return false;"><i class="fa fa-pinterest"></i> Pin this </a> </span> <span class="vk"> <a class="trasition-all" href="#" title="Share on VK" rel="nofollow" target="_blank" onclick="window.open('//vkontakte.ru/share.php?url=https%3A%2F%2Faiplus.training%2Ftimeline%2Fstatistics-for-machine-learning','vk-share-dialog','width=626,height=436');return false;"><i class="fa fa-vk"></i> Share on VK </a> </span> <span class="email"> <a class="trasition-all" href="mailto:?subject=Probability+and+Statistics+for+Machine+Learning&body=https%3A%2F%2Faiplus.training%2Ftimeline%2Fstatistics-for-machine-learning" title="Email this"><i class="fa fa-envelope"></i> Email this </a> </span> </div> </div> <div class="exp-lightbox-meta"></div> <p><p><span style="font-size: 18pt; color: #333333;">Probability and Statistics for Machine Learning</span></p> <p><span style="color: #333333; font-size: 12pt;"><strong>Overview</strong></span></p> <p><span style="color: #333333; font-size: 12pt;">Through the measured exposition of theory paired with interactive examples, you’ll develop a working understanding of variables, probability distributions, metrics for assessing distributions, and graphical models. You’ll also learn how to use information theory to measure how much meaningful signal there is within some given data. You’ll develop a working understanding of all of the essential statistical tests for assessing whether data are correlated with each other or sampled from different populations tests which frequently come in handy for critically evaluating the inputs and outputs of machine learning algorithms. You’ll also learn how to use regression to make predictions about the future based on training data.</span></p> <p><span style="color: #333333; font-size: 12pt;"><b>Learning Outcomes</b></span></p> <ul> <li><span style="color: #333333; font-size: 12pt;">Develop an understanding of what’s going on beneath the hood of predictive statistical models and machine learning algorithms, including those used for deep learning.</span></li> <li><span style="color: #333333; font-size: 12pt;">Understand the appropriate variable type and probability distribution for representing a given class of data, as well as the standard techniques for assessing the relationships between distributions.</span></li> <li><span style="color: #333333; font-size: 12pt;">Apply information theory to quantify the proportion of valuable signal that’s present amongst the noise of a given probability distribution.</span></li> <li><span style="color: #333333; font-size: 12pt;">Hypothesize about and critically evaluate the inputs and outputs of machine learning algorithms using essential statistical tools such as the t-test, ANOVA, and R-squared.</span></li> <li><span style="color: #333333; font-size: 12pt;">Use historical data to predict the future using regression models that take advantage of frequentist statistical theory (for smaller data sets) and modern machine learning theory (for larger data sets), including why we may want to consider applying deep learning to a given problem.</span></li> </ul> <p> </p> <p><span style="color: #333333; font-size: 12pt;"><strong>Your Instructor</strong><strong>: Dr. Jon Krohn, Chief Data Scientist, Author of Deep Learning Illustrated | Untapt</strong></span></p> <p><span style="color: #333333;"><span style="font-size: 12pt;"><img decoding="async" class="alignleft lazyload" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" data-src="https://thinkific-import.s3.amazonaws.com/59871/FxywBvuQQY09veS5yq0D_Jon-Krohn.jpg" alt="FxywBvuQQY09veS5yq0D_Jon-Krohn.jpg (250×250)" /><noscript><img decoding="async" class="alignleft lazyload" src="https://thinkific-import.s3.amazonaws.com/59871/FxywBvuQQY09veS5yq0D_Jon-Krohn.jpg" alt="FxywBvuQQY09veS5yq0D_Jon-Krohn.jpg (250×250)" /></noscript>Jon Krohn is Chief Data Scientist at the machine learning company untapt. He authored the book Deep Learning Illustrated, which was released by Addison-Wesley in 2019 and became an instant #1 bestseller that was translated into six languages. Jon is renowned for his compelling lectures, which he offers in-person at Columbia University, New York University, and the NYC Data Science Academy, as well as online via O’Reilly, YouTube, and his A4N podcast on A.I. news. Jon holds a doctorate in neuroscience from Oxford and has been publishing on machine learning in leading academic journals since 2010.</span><br /> </span></p> <p> </p> <p> </p> <p> </p> <p><span style="color: #0000ff; font-size: 14pt;"><a style="color: #0000ff;" href="https://aiplus.odsc.com/courses/foundamentals-for-machine-learning-bootcamp-by-dr-jon-krohn" target="_blank" rel="noopener noreferrer"><strong>Full Course Information</strong></a></span></p> </p> </div> </div> </div> <div class="tlif-contai"> <div class="tlif-img "> <div class="tlef-date"> </div> <a href="javascript:;" title="Probability and Statistics for Machine Learning" class="tlif-img-link"> <img decoding="async" width="320" height="185" src="https://aiplus.training/wp-content/uploads/2021/01/Screen-Shot-2021-02-26-at-5.04.57-PM-320x185.png" class="attachment-wptl-320x220 size-wptl-320x220 wp-post-image" alt="" /> </a> <span class="tlif-icon"> <i class="fa fa-square no-icon"></i> </span> </div> <div class="tlif-content"> <div class="tlif-details"> <div class="tlif-info"> <h2 class="tlif-title"> <span class="tll-date"> Week 5 </span> <a href="javascript:;" title="Probability and Statistics for Machine Learning">Probability and Statistics for Machine Learning</a> </h2> <div class="tpif-des"> You’ll develop a working understanding of variables, probability distributions, metrics for assessing distributions, and graphical models followed by a working understanding of all of the essential statistical tests for critically evaluating machine learning algorithms. </div> <div class="tlif-readmore"> <a href="javascript:;" title="Probability and Statistics for Machine Learning"> Learn More <i class="fa fa-long-arrow-right" aria-hidden="true"></i> </a> </div> </div>  </div> </div> </div> </div> </li><li class="filter-8078_53466 exif-li extllightbox exlb-8078 post-53466 wp-timeline type-wp-timeline status-publish has-post-thumbnail hentry wpex_category-ml-cert" data-id="filter-8078_53466" href="https://aiplus.training/wp-content/uploads/2021/01/pandas-2.png" data-glightbox="descPosition: right;" data-class="exlb-8078"> <div class=" tl-ani"> <div class="glightbox-desc" style="display: none;" data-close-outsite="1"> <div class="extl-lightbox-info" id="extl-lb-534668078"> <div class="lb-image"> <img decoding="async" width="152" height="100" src="https://aiplus.training/wp-content/uploads/2021/01/pandas-2.png" class="attachment-full size-full wp-post-image" alt="" srcset="https://aiplus.training/wp-content/uploads/2021/01/pandas-2.png 152w, https://aiplus.training/wp-content/uploads/2021/01/pandas-2-150x100.png 150w, https://aiplus.training/wp-content/uploads/2021/01/pandas-2-76x50.png 76w, https://aiplus.training/wp-content/uploads/2021/01/pandas-2-50x33.png 50w" sizes="(max-width: 152px) 100vw, 152px" /> </div> <div class="lb-info"> <h3 class="lb-title">Getting Started with Data Analysis using Pandas</h3> <span><i class="fa fa-calendar"></i>Week 6</span> <div class="wpex-social-share"> <div class="wptl-social-share"> <span class="facebook"> <a class="trasition-all" title="Share on Facebook" href="#" target="_blank" rel="nofollow" onclick="window.open('https://www.facebook.com/sharer/sharer.php?u='+'https%3A%2F%2Faiplus.training%2Ftimeline%2Fdata-analysis-getting-started-with-pandas','facebook-share-dialog','width=626,height=436');return false;"><i class="fa fa-facebook"></i>Share on Facebook </a> </span> <span class="twitter"> <a class="trasition-all" href="#" title="Share on Twitter" rel="nofollow" target="_blank" onclick="window.open('http://twitter.com/share?text=Getting+Started+with+Data+Analysis+using+Pandas&url=https%3A%2F%2Faiplus.training%2Ftimeline%2Fdata-analysis-getting-started-with-pandas','twitter-share-dialog','width=626,height=436');return false;"><i class="fa fa-twitter"></i> Share on Twitter </a> </span> <span class="linkedin"> <a class="trasition-all" href="#" title="Share on LinkedIn" rel="nofollow" target="_blank" onclick="window.open('http://www.linkedin.com/shareArticle?mini=true&url=https%3A%2F%2Faiplus.training%2Ftimeline%2Fdata-analysis-getting-started-with-pandas&title=Getting+Started+with+Data+Analysis+using+Pandas&source=Open+Data+Science+Conference','linkedin-share-dialog','width=626,height=436');return false;"><i class="fa fa-linkedin"></i> Share on LinkedIn </a> </span> <span class="tumblr"> <a class="trasition-all" href="#" title="Share on Tumblr" rel="nofollow" target="_blank" onclick="window.open('http://www.tumblr.com/share/link?url=https%3A%2F%2Faiplus.training%2Ftimeline%2Fdata-analysis-getting-started-with-pandas&name=Getting+Started+with+Data+Analysis+using+Pandas','tumblr-share-dialog','width=626,height=436');return false;"><i class="fa fa-tumblr"></i> Share on Tumblr </a> </span> <span class="pinterest"> <a class="trasition-all" href="#" title="Pin this" rel="nofollow" target="_blank" onclick="window.open('//pinterest.com/pin/create/button/?url=https%3A%2F%2Faiplus.training%2Ftimeline%2Fdata-analysis-getting-started-with-pandas&media=https%3A%2F%2Faiplus.training%2Fwp-content%2Fuploads%2F2021%2F01%2Fpandas-2.png&description=Getting+Started+with+Data+Analysis+using+Pandas','pin-share-dialog','width=626,height=436');return false;"><i class="fa fa-pinterest"></i> Pin this </a> </span> <span class="vk"> <a class="trasition-all" href="#" title="Share on VK" rel="nofollow" target="_blank" onclick="window.open('//vkontakte.ru/share.php?url=https%3A%2F%2Faiplus.training%2Ftimeline%2Fdata-analysis-getting-started-with-pandas','vk-share-dialog','width=626,height=436');return false;"><i class="fa fa-vk"></i> Share on VK </a> </span> <span class="email"> <a class="trasition-all" href="mailto:?subject=Getting+Started+with+Data+Analysis+using+Pandas&body=https%3A%2F%2Faiplus.training%2Ftimeline%2Fdata-analysis-getting-started-with-pandas" title="Email this"><i class="fa fa-envelope"></i> Email this </a> </span> </div> </div> <div class="exp-lightbox-meta"></div> <p><p><span style="font-size: 18pt; color: #333333;">Data Analysis: Getting Started with Pandas</span></p> <p><span style="color: #333333; font-size: 12pt;"><strong>Overview</strong></span></p> <p><span style="color: #333333; font-size: 12pt;">This course offers a comprehensive introduction to the powerful Pandas library for data analysis built on top of the Python programming language. Pandas represent a great step forward for graphical spreadsheet users looking to grow their data manipulation skills. I like to call it “Excel on steroids”.</span></p> <p><span style="color: #333333; font-size: 12pt;"><strong>Learning Outcomes</strong></span></p> <p><span style="color: #333333; font-size: 12pt;">You’ll have a strong foundation for using Pandas in your day-to-day data analysis needs. We’ll start out with the basics — importing datasets, selecting rows and columns, filtering rows by criteria — and progress to advanced concepts like grouping values, joining multiple datasets together, and cleaning text. Students will be exposed to diverse data sets across different disciplines — sports, finance, entertainment, and more.</span></p> <p> </p> <p><span style="color: #333333; font-size: 12pt;"><strong>Your Instructor</strong>: B<strong>oris Paskhaver, Software Engineer | Stride Consulting</strong></span></p> <p><span style="color: #333333; font-size: 12pt;"><img decoding="async" class="alignleft lazyload" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" data-src="https://s3.amazonaws.com/thinkific/instructors/000/483/7461608025772.small.jpg?1608025772" alt="7461608025772.small.jpg (220×220)" /><noscript><img decoding="async" class="alignleft lazyload" src="https://s3.amazonaws.com/thinkific/instructors/000/483/7461608025772.small.jpg?1608025772" alt="7461608025772.small.jpg (220×220)" /></noscript></span></p> <p><span style="color: #333333; font-size: 12pt;">Boris Paskhaver is a full-stack web developer based in New York City with experience building apps in React / Redux and Ruby on Rails. His favorite part of programming is the never-ending sense that there’s always something new to master — a secret language feature, a popular design pattern, an emerging library, or — most importantly — a different way of looking at a problem.</span></p> <p> </p> <p> </p> <p> </p> <p> </p> <p><span style="color: #0000ff;"><a style="color: #0000ff;" href="https://aiplus.odsc.com/courses/getting-started-with-pandas-for-data-analysis" target="_blank" rel="noopener noreferrer"><span style="font-size: 14pt;"><strong>Full Course Information</strong></span></a></span></p> </p> </div> </div> </div> <div class="tlif-contai"> <div class="tlif-img "> <div class="tlef-date"> </div> <a href="javascript:;" title="Getting Started with Data Analysis using Pandas" class="tlif-img-link"> <img decoding="async" width="152" height="100" src="https://aiplus.training/wp-content/uploads/2021/01/pandas-2.png" class="attachment-wptl-320x220 size-wptl-320x220 wp-post-image" alt="" srcset="https://aiplus.training/wp-content/uploads/2021/01/pandas-2.png 152w, https://aiplus.training/wp-content/uploads/2021/01/pandas-2-150x100.png 150w, https://aiplus.training/wp-content/uploads/2021/01/pandas-2-76x50.png 76w, https://aiplus.training/wp-content/uploads/2021/01/pandas-2-50x33.png 50w" sizes="(max-width: 152px) 100vw, 152px" /> </a> <span class="tlif-icon"> <i class="fa fa-square no-icon"></i> </span> </div> <div class="tlif-content"> <div class="tlif-details"> <div class="tlif-info"> <h2 class="tlif-title"> <span class="tll-date"> Week 6 </span> <a href="javascript:;" title="Getting Started with Data Analysis using Pandas">Getting Started with Data Analysis using Pandas</a> </h2> <div class="tpif-des"> This course offers a comprehensive introduction to the powerful Pandas library for data analysis built on top of the Python programming language. </div> <div class="tlif-readmore"> <a href="javascript:;" title="Getting Started with Data Analysis using Pandas"> Learn More <i class="fa fa-long-arrow-right" aria-hidden="true"></i> </a> </div> </div>  </div> </div> </div> </div> </li><li class="filter-8078_53470 exif-li extllightbox exlb-8078 post-53470 wp-timeline type-wp-timeline status-publish has-post-thumbnail hentry wpex_category-ml-cert" data-id="filter-8078_53470" href="https://aiplus.training/wp-content/uploads/2021/01/supervised.png" data-glightbox="descPosition: right;" data-class="exlb-8078"> <div class=" tl-ani"> <div class="glightbox-desc" style="display: none;" data-close-outsite="1"> <div class="extl-lightbox-info" id="extl-lb-534708078"> <div class="lb-image"> <img decoding="async" width="200" height="100" src="https://aiplus.training/wp-content/uploads/2021/01/supervised.png" class="attachment-full size-full wp-post-image" alt="" srcset="https://aiplus.training/wp-content/uploads/2021/01/supervised.png 200w, https://aiplus.training/wp-content/uploads/2021/01/supervised-100x50.png 100w, https://aiplus.training/wp-content/uploads/2021/01/supervised-50x25.png 50w" sizes="(max-width: 200px) 100vw, 200px" /> </div> <div class="lb-info"> <h3 class="lb-title">Supervised Machine Learning</h3> <span><i class="fa fa-calendar"></i>Week 7</span> <div class="wpex-social-share"> <div class="wptl-social-share"> <span class="facebook"> <a class="trasition-all" title="Share on Facebook" href="#" target="_blank" rel="nofollow" onclick="window.open('https://www.facebook.com/sharer/sharer.php?u='+'https%3A%2F%2Faiplus.training%2Ftimeline%2Fsupervised-machine-learning','facebook-share-dialog','width=626,height=436');return false;"><i class="fa fa-facebook"></i>Share on Facebook </a> </span> <span class="twitter"> <a class="trasition-all" href="#" title="Share on Twitter" rel="nofollow" target="_blank" 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onclick="window.open('http://www.tumblr.com/share/link?url=https%3A%2F%2Faiplus.training%2Ftimeline%2Fsupervised-machine-learning&name=Supervised+Machine+Learning','tumblr-share-dialog','width=626,height=436');return false;"><i class="fa fa-tumblr"></i> Share on Tumblr </a> </span> <span class="pinterest"> <a class="trasition-all" href="#" title="Pin this" rel="nofollow" target="_blank" onclick="window.open('//pinterest.com/pin/create/button/?url=https%3A%2F%2Faiplus.training%2Ftimeline%2Fsupervised-machine-learning&media=https%3A%2F%2Faiplus.training%2Fwp-content%2Fuploads%2F2021%2F01%2Fsupervised.png&description=Supervised+Machine+Learning','pin-share-dialog','width=626,height=436');return false;"><i class="fa fa-pinterest"></i> Pin this </a> </span> <span class="vk"> <a class="trasition-all" href="#" title="Share on VK" rel="nofollow" target="_blank" onclick="window.open('//vkontakte.ru/share.php?url=https%3A%2F%2Faiplus.training%2Ftimeline%2Fsupervised-machine-learning','vk-share-dialog','width=626,height=436');return false;"><i class="fa fa-vk"></i> Share on VK </a> </span> <span class="email"> <a class="trasition-all" href="mailto:?subject=Supervised+Machine+Learning&body=https%3A%2F%2Faiplus.training%2Ftimeline%2Fsupervised-machine-learning" title="Email this"><i class="fa fa-envelope"></i> Email this </a> </span> </div> </div> <div class="exp-lightbox-meta"></div> <p><p><span style="font-size: 18pt; color: #333333;" data-sheets-value="{"1":2,"2":"Supervised Machine Learning"}" data-sheets-userformat="{"2":8961,"3":{"1":0},"11":3,"12":0,"16":10}">Supervised Machine Learning</span></p> <p><span style="color: #333333; font-size: 12pt;"><strong>Overview</strong></span></p> <p><span style="color: #333333; font-size: 12pt;">Supervised Machine Learning is a 6-part course series that walks through all steps of the classical supervised machine learning pipeline. We use python and packages like scikit-learn, pandas, numpy, and matplotlib. The course series focuses on topics like cross-validation and splitting strategies, evaluation metrics, supervised machine learning algorithms (like linear and logistic regression, support vector machines, and tree-based methods like the random forest, gradient boosting, and XGBoost), and interpretability. You can complete the courses in sequence or complete individual courses based on your interest.</span></p> <p><span style="color: #333333; font-size: 12pt;"><strong>Learning Outcomes</strong></span></p> <ul> <li><span style="color: #333333; font-size: 12pt;">Summarize the similarities and differences between supervised and unsupervised ML</span></li> <li><span style="color: #333333; font-size: 12pt;">Define the mathematical model behind linear and logistic regression</span></li> <li><span style="color: #333333; font-size: 12pt;">Identify models with high bias and high variance and Select the best model and measure its performance on a previously unseen dataset, the test set</span></li> <li><span style="color: #333333; font-size: 12pt;">Perform preprocessing with a sklearn pipeline and ColumnTransformer</span></li> <li><span style="color: #333333; font-size: 12pt;">Choose an appropriate evaluation metric given your ML problem</span></li> <li><span style="color: #333333; font-size: 12pt;">Summarize under what circumstances a certain algorithm is expected to perform well or poorly and why</span></li> <li><span style="color: #333333; font-size: 12pt;">Apply the reduced-features model (also called the pattern submodel approach)</span></li> </ul> <p> </p> <p><span style="color: #333333; font-size: 12pt;"><strong>Your Instructor: Andras Zsom, PhD, Lead Data Scientist and Adjunct Lecturer in Data Science | Brown University, Center for Computation and Visualization</strong></span></p> <p><span style="color: #333333; font-size: 12pt;"><img decoding="async" class="alignleft lazyload" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" data-src="https://thinkific-import.s3.amazonaws.com/59871/YWGP5HnvTblHyuAnIqxX_Webp.net-resizeimage-13.jpg" alt="YWGP5HnvTblHyuAnIqxX_Webp.net-resizeimage-13.jpg (500×500)" width="273" height="273" /><noscript><img decoding="async" class="alignleft lazyload" src="https://thinkific-import.s3.amazonaws.com/59871/YWGP5HnvTblHyuAnIqxX_Webp.net-resizeimage-13.jpg" alt="YWGP5HnvTblHyuAnIqxX_Webp.net-resizeimage-13.jpg (500×500)" width="273" height="273" /></noscript></span></p> <p><span style="color: #333333; font-size: 12pt;">Andras Zsom is a Lead Data Scientist in the Center for Computation and Visualization and an Adjunct Lecturer in Data Science at Brown University, Providence, RI, USA. He works with high-level academic administrators to tackle predictive modeling problems and to promote data-driven decision making, he collaborates with faculty members on data-intensive research projects, and he is the instructor of a mandatory course in the Data Science Master’s curriculum.</span></p> <p> </p> <p> </p> <p> </p> <p> </p> <p><span style="color: #0000ff;"><a style="color: #0000ff;" href="https://aiplus.odsc.com/courses/supervised-machine-learning-series" target="_blank" rel="noopener noreferrer"><span style="font-size: 14pt;"><strong>Full Course Information</strong></span></a></span></p> </p> </div> </div> </div> <div class="tlif-contai"> <div class="tlif-img "> <div class="tlef-date"> </div> <a href="javascript:;" title="Supervised Machine Learning" class="tlif-img-link"> <img decoding="async" width="200" height="100" src="https://aiplus.training/wp-content/uploads/2021/01/supervised.png" class="attachment-wptl-320x220 size-wptl-320x220 wp-post-image" alt="" srcset="https://aiplus.training/wp-content/uploads/2021/01/supervised.png 200w, https://aiplus.training/wp-content/uploads/2021/01/supervised-100x50.png 100w, https://aiplus.training/wp-content/uploads/2021/01/supervised-50x25.png 50w" sizes="(max-width: 200px) 100vw, 200px" /> </a> <span class="tlif-icon"> <i class="fa fa-square no-icon"></i> </span> </div> <div class="tlif-content"> <div class="tlif-details"> <div class="tlif-info"> <h2 class="tlif-title"> <span class="tll-date"> Week 7 </span> <a href="javascript:;" title="Supervised Machine Learning">Supervised Machine Learning</a> </h2> <div class="tpif-des"> As one of the most important techniques, Supervised Machine Learning is a 6-part course series that walks through all steps of the classical supervised ML pipeline, from data exploration to model explanation. </div> <div class="tlif-readmore"> <a href="javascript:;" title="Supervised Machine Learning"> Learn More <i class="fa fa-long-arrow-right" aria-hidden="true"></i> </a> </div> </div>  </div> </div> </div> </div> </li><li class="filter-8078_53472 exif-li extllightbox exlb-8078 post-53472 wp-timeline type-wp-timeline status-publish has-post-thumbnail hentry wpex_category-ml-cert" data-id="filter-8078_53472" href="https://aiplus.training/wp-content/uploads/2021/01/Unsupervised-Machine-Learning.jpg" data-glightbox="descPosition: right;" data-class="exlb-8078"> <div class=" tl-ani"> <div class="glightbox-desc" style="display: none;" data-close-outsite="1"> <div class="extl-lightbox-info" id="extl-lb-534728078"> <div class="lb-image"> <img decoding="async" width="134" height="100" src="https://aiplus.training/wp-content/uploads/2021/01/Unsupervised-Machine-Learning.jpg" class="attachment-full size-full wp-post-image" alt="" srcset="https://aiplus.training/wp-content/uploads/2021/01/Unsupervised-Machine-Learning.jpg 134w, https://aiplus.training/wp-content/uploads/2021/01/Unsupervised-Machine-Learning-67x50.jpg 67w, https://aiplus.training/wp-content/uploads/2021/01/Unsupervised-Machine-Learning-50x37.jpg 50w" sizes="(max-width: 134px) 100vw, 134px" /> </div> <div class="lb-info"> <h3 class="lb-title">Unsupervised Machine Learning</h3> <span><i class="fa fa-calendar"></i>Week 8</span> <div class="wpex-social-share"> <div class="wptl-social-share"> <span class="facebook"> <a class="trasition-all" title="Share on Facebook" href="#" target="_blank" rel="nofollow" onclick="window.open('https://www.facebook.com/sharer/sharer.php?u='+'https%3A%2F%2Faiplus.training%2Ftimeline%2Funsupervised-machine-learning','facebook-share-dialog','width=626,height=436');return false;"><i class="fa fa-facebook"></i>Share on Facebook </a> </span> <span class="twitter"> <a class="trasition-all" href="#" title="Share on Twitter" rel="nofollow" target="_blank" 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onclick="window.open('//vkontakte.ru/share.php?url=https%3A%2F%2Faiplus.training%2Ftimeline%2Funsupervised-machine-learning','vk-share-dialog','width=626,height=436');return false;"><i class="fa fa-vk"></i> Share on VK </a> </span> <span class="email"> <a class="trasition-all" href="mailto:?subject=Unsupervised+Machine+Learning&body=https%3A%2F%2Faiplus.training%2Ftimeline%2Funsupervised-machine-learning" title="Email this"><i class="fa fa-envelope"></i> Email this </a> </span> </div> </div> <div class="exp-lightbox-meta"></div> <p><p><span style="font-size: 18pt; color: #000000;" data-sheets-value="{"1":2,"2":"Unsupervised Machine Learning"}" data-sheets-userformat="{"2":8961,"3":{"1":0},"11":3,"12":0,"16":10}">Unsupervised Machine Learning</span></p> <p><span style="color: #000000; font-size: 12pt;"><strong>Overview</strong></span></p> <p><span style="color: #000000;">In this 3-part course series, we will provide a foundational understanding of one of the major branches of machine learning: unsupervised learning. Most of the world’s data is unlabeled, and applying machine learning to this unlabeled data to solve real-world problems is one of the great challenges of artificial intelligence.</span></p> <p dir="ltr"><span style="color: #000000; font-size: 12pt;">This course is an applied course, and we will use two simple, production-ready Python frameworks to develop unsupervised learning solutions: scikit-learn and TensorFlow. We will also use pandas, numpy, matplotlib, and other common data science packages. Using unsupervised learning, we will discover meaningful patterns buried deep in data, patterns that may be near impossible for humans to find. We will use unsupervised learning to detect anomalies, perform group segmentation, develop recommender systems, and generate synthetic data such as text and images.</span></p> <p><span style="color: #000000; font-size: 12pt;"><strong>Learning Outcomes</strong></span></p> <ul> <li class="p1"><span style="color: #000000; font-size: 12pt;">You will learn about unsupervised learning, dimensionality reduction, and anomaly detection</span></li> <li class="p1"><span style="color: #000000; font-size: 12pt;">Build an understanding of clustering and Group Segmentation</span></li> <li class="p1"><span style="color: #000000; font-size: 12pt;">Become proficient in semi-supervised learning, deep unsupervised learning, and generative models</span></li> </ul> <p> </p> <p><span style="color: #333333; font-size: 12pt;"><strong>Your Instructor: Ankur Patel, Head of Data | Glean </strong></span></p> <p><span style="color: #333333;"><img decoding="async" class="alignleft lazyload" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" data-src="https://thinkific.s3.amazonaws.com/instructors/000/525/8681614081439.small.jpeg" alt="8681614081439.small.jpeg (220×220)" /><noscript><img decoding="async" class="alignleft lazyload" src="https://thinkific.s3.amazonaws.com/instructors/000/525/8681614081439.small.jpeg" alt="8681614081439.small.jpeg (220×220)" /></noscript><span style="font-size: 12pt;">Ankur Patel is the co-founder & Head of Data at Glean, an AI-powered spend intelligence solution for managing vendor spend, and the co-founder of Mellow, a fully managed machine learning platform for SMBs. He is an applied machine learning specialist in both unsupervised learning and natural language processing, and he is the author of Hands-on Unsupervised Learning Using Python: How to Build Applied Machine Learning Solutions from Unlabeled Data and Applied Natural Language Processing in the Enterprise: Teaching Machines to Read, Write, and Understand. Prior to founding Glean and Mellow, Ankur led data science and machine learning teams at several startups including 7Park Data, ThetaRay, and R-Squared Macro and was the lead emerging markets trader at Bridgewater Associates. He is a graduate of Princeton University and currently resides in New York City.</span></span></p> <p> </p> <p><a href="https://aiplus.odsc.com/courses/machine-learning-fundamentals-unsupervised-learning-series" target="_blank" rel="noopener noreferrer"><span style="color: #0000ff;"><span style="font-size: 14pt;"><strong>Full Course Information</strong></span></span></a></p> </p> </div> </div> </div> <div class="tlif-contai"> <div class="tlif-img "> <div class="tlef-date"> </div> <a href="javascript:;" title="Unsupervised Machine Learning" class="tlif-img-link"> <img decoding="async" width="134" height="100" src="https://aiplus.training/wp-content/uploads/2021/01/Unsupervised-Machine-Learning.jpg" class="attachment-wptl-320x220 size-wptl-320x220 wp-post-image" alt="" srcset="https://aiplus.training/wp-content/uploads/2021/01/Unsupervised-Machine-Learning.jpg 134w, https://aiplus.training/wp-content/uploads/2021/01/Unsupervised-Machine-Learning-67x50.jpg 67w, https://aiplus.training/wp-content/uploads/2021/01/Unsupervised-Machine-Learning-50x37.jpg 50w" sizes="(max-width: 134px) 100vw, 134px" /> </a> <span class="tlif-icon"> <i class="fa fa-square no-icon"></i> </span> </div> <div class="tlif-content"> <div class="tlif-details"> <div class="tlif-info"> <h2 class="tlif-title"> <span class="tll-date"> Week 8 </span> <a href="javascript:;" title="Unsupervised Machine Learning">Unsupervised Machine Learning</a> </h2> <div class="tpif-des"> In this 3-part course series, we will provide a foundational understanding of one of the major branches of machine learning: unsupervised learning used for all unlabeled data available in the world. </div> <div class="tlif-readmore"> <a href="javascript:;" title="Unsupervised Machine Learning"> Learn More <i class="fa fa-long-arrow-right" aria-hidden="true"></i> </a> </div> </div>  </div> </div> </div> </div> </li> </ul> <div class="extl-info-end wpex-loadmore wpex-endlabel"><span>Certificate Award</span></div> <div class="wpex-filter"> <span class="fa fa-angle-double-left" data-id="timeline-8078"></span> <div><span class="active" id="filter-8078_53445">Week 1</span><span id="filter-8078_53446">Week 2</span><span id="filter-8078_53460">Week 3</span><span id="filter-8078_53462">Week 4</span><span id="filter-8078_53465">Week 5</span><span id="filter-8078_53466">Week 6</span><span id="filter-8078_53470">Week 7</span><span id="filter-8078_53472">Week 8</span></div> </div> </div> <br /> </div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-cuUe4oGgR.tatsu-column{width: 100%;}.tatsu-cuUe4oGgR.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-cuUe4oGgR > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-cuUe4oGgR > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 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9999;}.tatsu-sydZbqeGKf .tatsu-section-overlay{mix-blend-mode: normal;}</style></div><div class="tatsu-gnvugqwdi29wt0m3 tatsu-section tatsu-section-offset tatsu-clearfix" data-title="" data-headerscheme="background--dark"><div class='tatsu-section-pad clearfix' data-padding='{"d":"90px 0px 0px 0px"}' data-padding-top='90px'><div class="tatsu-section-offset-wrap"><div class="tatsu-row-wrap tatsu-wrap tatsu-row-has-one-half tatsu-row-has-two-cols tatsu-medium-gutter tatsu-reg-cols tatsu-clearfix tatsu-VYW3PWUUtW" ><div class="tatsu-row " ><div class="tatsu-column tatsu-bg-overlay tatsu-one-half tatsu-column-image-none tatsu-column-effect-none tatsu-f2v8WCa2j" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-module tatsu-text-block-wrap tatsu-vs3Sb7vli tatsu-hide-mobile "><div class="tatsu-text-inner tatsu-align-center clearfix" ><style>.tatsu-vs3Sb7vli.tatsu-text-block-wrap .tatsu-text-inner{width: 100%;text-align: left;}</style> <p><span style="color: #00e380;"><span style="font-size: 36pt; color: #00e380;">Stand Out:<span style="font-size: 24pt;"> Earn a Job Ready Credential</span></span></span></p> <div class="m-b-3"></div> </div></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-f2v8WCa2j.tatsu-column{width: 34.4%;}.tatsu-f2v8WCa2j.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-f2v8WCa2j > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-f2v8WCa2j > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-f2v8WCa2j > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-f2v8WCa2j > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-f2v8WCa2j.tatsu-column{width: 50%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-f2v8WCa2j.tatsu-column{width: 50%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-f2v8WCa2j.tatsu-column{width: 100%;}}</style></div><div class="tatsu-column tatsu-bg-overlay tatsu-one-half tatsu-column-image-none tatsu-column-effect-none tatsu--SdLomYYP5" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-module tatsu-text-block-wrap tatsu-TWWsaiFg5 tatsu-hide-mobile "><div class="tatsu-text-inner tatsu-align-center clearfix" ><style>.tatsu-TWWsaiFg5.tatsu-text-block-wrap .tatsu-text-inner{width: 100%;text-align: left;}</style> <p><span style="color: #ffffff;">Not just another generic certificate, ODSC is recognized as one of the foremost open-source communities in the field of data science.</span></p> <p><span style="color: #ffffff;">Get 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"tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-gnvugqwdx7edvob5.tatsu-column{width: 16.8%;}.tatsu-gnvugqwdx7edvob5.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-gnvugqwdx7edvob5 > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-gnvugqwdx7edvob5 > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-gnvugqwdx7edvob5 > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-gnvugqwdx7edvob5 > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-gnvugqwdx7edvob5.tatsu-column{width: 20%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-gnvugqwdx7edvob5.tatsu-column{width: 20%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-gnvugqwdx7edvob5.tatsu-column{width: 100%;}}</style></div><div class="tatsu-column tatsu-bg-overlay tatsu-one-fifth tatsu-column-image-none tatsu-column-effect-none tatsu-RMVFK0TgBj" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-single-image tatsu-module tatsu-image-lazyload tatsu-external-image tatsu-60VW0-E4o " ><div class="tatsu-single-image-inner " style="" ><div class = "tatsu-single-image-padding-wrap" style = "" ></div><img class = "tatsu-gradient-border" data-src = "https://aiplus.training/wp-content/uploads/2021/03/badge-python1.png" alt =" " src ="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII=" /></div><style>.tatsu-60VW0-E4o .tatsu-single-image-inner{border-style: solid;max-width: 100%;}.tatsu-60VW0-E4o.tatsu-single-image{transform: translate3d(0px,0px, 0);}</style></div><div class="tatsu-single-image tatsu-module tatsu-image-lazyload tatsu-external-image tatsu-_PCeNNAym " ><div class="tatsu-single-image-inner " style="" ><div class = "tatsu-single-image-padding-wrap" style = "" ></div><img class = "tatsu-gradient-border" data-src = "https://aiplus.training/wp-content/uploads/2021/03/badge-pandas.png" alt =" " src ="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII=" /></div><style>.tatsu-_PCeNNAym .tatsu-single-image-inner{border-style: solid;max-width: 100%;}.tatsu-_PCeNNAym.tatsu-single-image{transform: translate3d(0px,0px, 0);}</style></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-RMVFK0TgBj.tatsu-column{width: 16.9%;}.tatsu-RMVFK0TgBj.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-RMVFK0TgBj > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-RMVFK0TgBj > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-RMVFK0TgBj > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-RMVFK0TgBj > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-RMVFK0TgBj.tatsu-column{width: 20%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-RMVFK0TgBj.tatsu-column{width: 20%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-RMVFK0TgBj.tatsu-column{width: 100%;}}</style></div><div class="tatsu-column tatsu-bg-overlay tatsu-one-fifth tatsu-column-image-none tatsu-column-effect-none tatsu-dN9MaKMG41" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-single-image tatsu-module tatsu-image-lazyload tatsu-external-image tatsu-LCiqki-rR " ><div class="tatsu-single-image-inner " style="" ><div class = "tatsu-single-image-padding-wrap" style = "" ></div><img class = "tatsu-gradient-border" data-src = "https://aiplus.training/wp-content/uploads/2021/03/badge-SQL1-.png" alt =" " src ="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII=" /></div><style>.tatsu-LCiqki-rR .tatsu-single-image-inner{border-style: solid;max-width: 100%;}.tatsu-LCiqki-rR.tatsu-single-image{transform: translate3d(0px,0px, 0);}</style></div><div class="tatsu-single-image tatsu-module tatsu-image-lazyload tatsu-external-image tatsu-XUQJGxGlC " ><div class="tatsu-single-image-inner " style="" ><div class = "tatsu-single-image-padding-wrap" style = "" ></div><img class = "tatsu-gradient-border" data-src = "https://aiplus.training/wp-content/uploads/2021/03/badge-supervised-ML.png" alt =" " src ="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII=" /></div><style>.tatsu-XUQJGxGlC .tatsu-single-image-inner{border-style: solid;max-width: 100%;}.tatsu-XUQJGxGlC.tatsu-single-image{transform: translate3d(0px,0px, 0);}</style></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-dN9MaKMG41.tatsu-column{width: 17.3%;}.tatsu-dN9MaKMG41.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-dN9MaKMG41 > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-dN9MaKMG41 > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-dN9MaKMG41 > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-dN9MaKMG41 > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-dN9MaKMG41.tatsu-column{width: 20%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-dN9MaKMG41.tatsu-column{width: 20%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-dN9MaKMG41.tatsu-column{width: 100%;}}</style></div><div class="tatsu-column tatsu-bg-overlay tatsu-one-fifth tatsu-column-image-none tatsu-column-effect-none tatsu-f59n8C0kUI" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-single-image tatsu-module tatsu-image-lazyload tatsu-external-image tatsu-Cwc-TJJRQ " ><div class="tatsu-single-image-inner " style="" ><div class = "tatsu-single-image-padding-wrap" style = "" ></div><img class = "tatsu-gradient-border" data-src = "https://aiplus.training/wp-content/uploads/2021/03/badge-mathematics-for-ML-.png" alt =" " src ="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII=" /></div><style>.tatsu-Cwc-TJJRQ .tatsu-single-image-inner{border-style: solid;max-width: 100%;}.tatsu-Cwc-TJJRQ.tatsu-single-image{transform: translate3d(0px,0px, 0);}</style></div><div class="tatsu-single-image tatsu-module tatsu-image-lazyload tatsu-external-image tatsu-9XPXti1rF " ><div class="tatsu-single-image-inner " style="" ><div class = "tatsu-single-image-padding-wrap" style = "" ></div><img class = "tatsu-gradient-border" data-src = "https://aiplus.training/wp-content/uploads/2021/03/badge-unsupervised.png" alt =" " src ="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII=" /></div><style>.tatsu-9XPXti1rF .tatsu-single-image-inner{border-style: solid;max-width: 100%;}.tatsu-9XPXti1rF.tatsu-single-image{transform: translate3d(0px,0px, 0);}</style></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-f59n8C0kUI.tatsu-column{width: 16.9%;}.tatsu-f59n8C0kUI.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-f59n8C0kUI > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-f59n8C0kUI > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-f59n8C0kUI > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-f59n8C0kUI > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-f59n8C0kUI.tatsu-column{width: 20%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-f59n8C0kUI.tatsu-column{width: 20%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-f59n8C0kUI.tatsu-column{width: 100%;}}</style></div><div class="tatsu-column tatsu-bg-overlay tatsu-one-fifth tatsu-column-image-none tatsu-column-effect-none tatsu-vOBynABMh-" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-empty-space tatsu-Nz4Nz4oaT " ><style>.tatsu-Nz4Nz4oaT.tatsu-empty-space{height: 90px;}</style></div><div class="tatsu-module tatsu-text-block-wrap tatsu-IoYmER0Ba "><div class="tatsu-text-inner tatsu-align-center clearfix" ><style>.tatsu-IoYmER0Ba.tatsu-text-block-wrap .tatsu-text-inner{width: 100%;text-align: left;}</style> <div class="m-b-3"> <h3 class="headline-2-text bold"><span style="color: #00e380;"><strong>Achievement Badges</strong></span></h3> <p><span style="color: #ffffff;">Earn a badge for each course you successfully complete.</span></p> </div> </div></div> <div class="tatsu-module tatsu-gradient-button tatsu-button-container tatsu-large-button align-block block-left tatsu-gofbg4rcx26fi5ei transparent_hover_bg "> <div class="tatsu-button-wrap " > <a class="tatsu-button tatsu-custom-button-size largebtn " href="/plans" data-gdpr-atts={} > <span class="tatsu-button-text " data-text="Enroll Now"><span class="default">Enroll Now</span></span> </a> </div> <style>.tatsu-gofbg4rcx26fi5ei .tatsu-button:after{background-color: rgba(0,204,255,1);}.tatsu-gofbg4rcx26fi5ei .tatsu-button-text span{color: #ffffff ;}.tatsu-gofbg4rcx26fi5ei.tatsu-button-container{margin: 0px 0px 10px 0px;}</style> </div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-vOBynABMh-.tatsu-column{width: 32.1%;}.tatsu-vOBynABMh-.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-vOBynABMh- > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-vOBynABMh- > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-vOBynABMh- > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-vOBynABMh- > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-vOBynABMh-.tatsu-column{width: 20%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-vOBynABMh-.tatsu-column{width: 20%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-vOBynABMh-.tatsu-column{width: 100%;}}</style></div></div></div><div class="tatsu-row-wrap tatsu-wrap tatsu-row-has-one-half tatsu-row-has-two-cols tatsu-medium-gutter tatsu-reg-cols tatsu-clearfix tatsu-v8j2X0Mjw" ><div class="tatsu-row " ><div class="tatsu-column tatsu-bg-overlay tatsu-one-half tatsu-column-image-none tatsu-column-effect-none tatsu-ioVEUKh_uv" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-module tatsu-text-block-wrap tatsu-6pGM62jOZV "><div class="tatsu-text-inner tatsu-align-center clearfix" ><style>.tatsu-6pGM62jOZV.tatsu-text-block-wrap .tatsu-text-inner{width: 100%;text-align: left;}</style> <div class="m-b-3"> <h3 class="headline-2-text bold"><span style="color: #00e380;"><strong>Certification </strong></span><span style="color: #00e380;">Recognition</span></h3> <p><span style="color: #ffffff;">Earn all 8 badges and receive a Machine Learning Certificate.</span></p> <p><span style="color: #ffffff;">ODSC will publicize your accomplishment (opt-in) in our quarterly newsletter, which reaches over 110,000 subscribers.</span></p> </div> </div></div><div class="tatsu-row-wrap tatsu-row-has-one-half tatsu-row-has-two-cols tatsu-medium-gutter tatsu-reg-cols tatsu-inner-row-wrap tatsu-clearfix tatsu-rR02LYB7wx" ><div class="tatsu-row " ><div class="tatsu-column tatsu-bg-overlay tatsu-one-half tatsu-column-image- tatsu-column-effect- tatsu-UrItql7y3i" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-single-image tatsu-module tatsu-image-lazyload tatsu-external-image tatsu-j9C7PqXzK " ><div class="tatsu-single-image-inner " style="" ><div class = "tatsu-single-image-padding-wrap" style = "" ></div><img class = "tatsu-gradient-border" data-src = "https://aiplus.training/wp-content/uploads/2021/03/300113_linkedin-icon-linkedin-logo-white-png-transparent-png-1.png" alt =" " src ="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII=" /></div><style>.tatsu-j9C7PqXzK .tatsu-single-image-inner{border-style: solid;max-width: 100%;}.tatsu-j9C7PqXzK.tatsu-single-image{transform: translate3d(0px,0px, 0);}</style></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-UrItql7y3i.tatsu-column{width: 50%;}.tatsu-UrItql7y3i.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-UrItql7y3i > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-UrItql7y3i > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-UrItql7y3i > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-UrItql7y3i > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-UrItql7y3i.tatsu-column{width: 50%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-UrItql7y3i.tatsu-column{width: 50%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-UrItql7y3i.tatsu-column{width: 100%;}}</style></div><div class="tatsu-column tatsu-bg-overlay tatsu-one-half tatsu-column-image- tatsu-column-effect- tatsu-iADtoaLEV" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-module tatsu-text-block-wrap tatsu-C4uoXigrj "><div class="tatsu-text-inner tatsu-align-center clearfix" ><style>.tatsu-C4uoXigrj.tatsu-text-block-wrap .tatsu-text-inner{width: 100%;text-align: left;}</style> <div class="m-b-3"> <p><span style="color: #ffffff;">Share your earned badges and certificates on LinkedIn and on your resume. </span></p> </div> </div></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-iADtoaLEV.tatsu-column{width: 50%;}.tatsu-iADtoaLEV.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-iADtoaLEV > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-iADtoaLEV > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-iADtoaLEV > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-iADtoaLEV > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-iADtoaLEV.tatsu-column{width: 50%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-iADtoaLEV.tatsu-column{width: 50%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-iADtoaLEV.tatsu-column{width: 100%;}}</style></div></div></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-ioVEUKh_uv.tatsu-column{width: 42.5%;}.tatsu-ioVEUKh_uv.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-ioVEUKh_uv > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-ioVEUKh_uv > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-ioVEUKh_uv > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-ioVEUKh_uv > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-ioVEUKh_uv.tatsu-column{width: 50%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-ioVEUKh_uv.tatsu-column{width: 50%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-ioVEUKh_uv.tatsu-column{width: 100%;}}</style></div><div class="tatsu-column tatsu-bg-overlay tatsu-one-half tatsu-column-image-none tatsu-column-effect-none tatsu-7xHzOXVMgx" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-single-image tatsu-module tatsu-image-lazyload tatsu-external-image tatsu-9cOHXG9Ac " ><div class="tatsu-single-image-inner " style="" ><div class = "tatsu-single-image-padding-wrap" style = "" ></div><img class = "tatsu-gradient-border" data-src = "https://aiplus.training/wp-content/uploads/2021/03/1-CERTIFICATION-ML-CERTIFICATE-1.png" alt =" " src ="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII=" /></div><style>.tatsu-9cOHXG9Ac .tatsu-single-image-inner{border-style: solid;max-width: 100%;}.tatsu-9cOHXG9Ac.tatsu-single-image{transform: translate3d(0px,0px, 0);}</style></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-7xHzOXVMgx.tatsu-column{width: 57.5%;}.tatsu-7xHzOXVMgx.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-7xHzOXVMgx > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-7xHzOXVMgx > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-7xHzOXVMgx > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-7xHzOXVMgx > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-7xHzOXVMgx.tatsu-column{width: 50%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-7xHzOXVMgx.tatsu-column{width: 50%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-7xHzOXVMgx.tatsu-column{width: 100%;}}</style></div></div></div></div></div><div class="tatsu-section-background-wrap"><div class = "tatsu-section-background" ></div></div><style>.tatsu-gnvugqwdi29wt0m3.tatsu-section{background-color: rgba(0,0,0,1);}.tatsu-gnvugqwdi29wt0m3 .tatsu-section-pad{padding: 90px 0px 0px 0px;}.tatsu-gnvugqwdi29wt0m3 .tatsu-section-offset-wrap{transform: translateY(-25px);}.tatsu-gnvugqwdi29wt0m3 > .tatsu-bottom-divider{z-index: 9999;}.tatsu-gnvugqwdi29wt0m3 > .tatsu-top-divider{z-index: 9999;}</style></div><div class="tatsu-go8kwjkcyl2dpayo tatsu-section tatsu-bg-overlay tatsu-clearfix" data-title="" data-headerscheme="background--dark"><div class='tatsu-section-pad clearfix' data-padding='{"d":"87px 0px 31px 0px"}' data-padding-top='87px'><div class="tatsu-row-wrap tatsu-wrap tatsu-row-one-col tatsu-row-has-one-cols tatsu-medium-gutter tatsu-reg-cols tatsu-clearfix tatsu-go8kwjkd2z352a2i" ><div class="tatsu-row " ><div class="tatsu-column tatsu-bg-overlay tatsu-one-col tatsu-column-image-none tatsu-column-effect-none tatsu-go8kwjkd6f5haskg" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-module tatsu-text-block-wrap tatsu-go8kwjkd9cuhc5u "><div class="tatsu-text-inner tatsu-align-center clearfix" ><style>.tatsu-go8kwjkd9cuhc5u.tatsu-text-block-wrap .tatsu-text-inner{width: 100%;text-align: left;}</style> <p><span style="font-size: 36pt; color: #00e380;">How It Works</span></p> </div></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-go8kwjkd6f5haskg.tatsu-column{width: 100%;}.tatsu-go8kwjkd6f5haskg.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-go8kwjkd6f5haskg > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-go8kwjkd6f5haskg > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-go8kwjkd6f5haskg > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-go8kwjkd6f5haskg > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-go8kwjkd6f5haskg.tatsu-column{width: 100%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-go8kwjkd6f5haskg.tatsu-column{width: 100%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-go8kwjkd6f5haskg.tatsu-column{width: 100%;}}</style></div></div></div><div class="tatsu-row-wrap tatsu-wrap tatsu-row-has-one-half tatsu-row-has-two-cols tatsu-medium-gutter tatsu-reg-cols tatsu-hide-mobile tatsu-clearfix tatsu-go8kwjkdba311zb3" ><div class="tatsu-row " ><div class="tatsu-column tatsu-bg-overlay tatsu-one-half tatsu-column-image-none tatsu-column-effect-none tatsu-go8kwjkdejf1m2o8" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><ul class="tatsu-module tatsu-list tatsu-TGJ0cQYAx tatsu-list-vertical-align-center tatsu-lists-icon" ><style>.tatsu-TGJ0cQYAx{margin: 1px 0px 0px 0px;}.tatsu-TGJ0cQYAx .tatsu-list-content::before, .tatsu-TGJ0cQYAx .tatsu-icon{color: rgba(34,147,215,1) ;}@media only screen and (max-width: 767px) {.tatsu-TGJ0cQYAx{margin: 1px 0px 0px 0px;padding: 0px 0px 0px 0px;}.tatsu-TGJ0cQYAx .tatsu-list-content{margin: 0 0 15px 0px;}}</style><li class="tatsu-list-content tatsu-9GMqLCXUHf " ><div class="tatsu-list-icon-wrap" ><i class="tatsu-icon icon-icon_check "></i></div><div class="tatsu-list-inner"> <p><span style="color: #ffffff;">Complete the learning path over 8 weeks or set your own pace.</span></p> </div><style>.tatsu-9GMqLCXUHf{border-style: solid;}</style></li><li class="tatsu-list-content tatsu-MJsUlqMKI9 " ><div class="tatsu-list-icon-wrap" ><i class="tatsu-icon icon-icon_check "></i></div><div class="tatsu-list-inner"> <p><span style="color: #ffffff;">Take an assessment at the end of each course to earn a badge.</span></p> </div><style>.tatsu-MJsUlqMKI9{border-style: solid;}</style></li><li class="tatsu-list-content tatsu-frzah4aKv " ><div class="tatsu-list-icon-wrap" ><i class="tatsu-icon icon-icon_check "></i></div><div class="tatsu-list-inner"> <p><span style="color: #ffffff;">You will have access to a monthly mentoring webinar.</span></p> </div><style>.tatsu-frzah4aKv{border-style: solid;}</style></li></ul></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-go8kwjkdejf1m2o8.tatsu-column{width: 50%;}.tatsu-go8kwjkdejf1m2o8.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-go8kwjkdejf1m2o8 > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-go8kwjkdejf1m2o8 > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-go8kwjkdejf1m2o8 > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-go8kwjkdejf1m2o8 > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-go8kwjkdejf1m2o8.tatsu-column{width: 50%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-go8kwjkdejf1m2o8.tatsu-column{width: 50%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-go8kwjkdejf1m2o8.tatsu-column{width: 100%;}}</style></div><div class="tatsu-column tatsu-bg-overlay tatsu-one-half tatsu-column-image-none tatsu-column-effect-none tatsu-go8kwjkdpf8w3vu9" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><ul class="tatsu-module tatsu-list tatsu-go8kwjkdsffzx7c1 tatsu-list-vertical-align-center tatsu-lists-icon" ><style>.tatsu-go8kwjkdsffzx7c1 .tatsu-list-content{margin: 0 0 12px 0px;}.tatsu-go8kwjkdsffzx7c1 .tatsu-list-content::before, .tatsu-go8kwjkdsffzx7c1 .tatsu-icon{color: rgba(34,147,215,1) ;}</style><li class="tatsu-list-content tatsu-go8kwjkdv4e7shq5 " ><div class="tatsu-list-icon-wrap" ><i class="tatsu-icon icon-icon_check "></i></div><div class="tatsu-list-inner"> <p><span style="color: #ffffff;">Each course includes exercises to improve learning outcomes.</span></p> </div><style>.tatsu-go8kwjkdv4e7shq5{border-style: solid;}</style></li><li class="tatsu-list-content tatsu-go8kwjkdwk5az0qm " ><div class="tatsu-list-icon-wrap" ><i class="tatsu-icon icon-icon_check "></i></div><div class="tatsu-list-inner"> <p><span style="color: #ffffff;">Coding demos allow you to learn hands-on skills.</span></p> </div><style>.tatsu-go8kwjkdwk5az0qm{border-style: solid;}</style></li><li class="tatsu-list-content tatsu-go8kwjkdxb4ouwl4 " ><div class="tatsu-list-icon-wrap" ><i class="tatsu-icon icon-icon_check "></i></div><div class="tatsu-list-inner"> <p><span style="color: #ffffff;">Learn at your own pace. If you are not available for the live sessions, you can take the on-demand classes.</span></p> </div><style>.tatsu-go8kwjkdxb4ouwl4{border-style: solid;}</style></li></ul></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-go8kwjkdpf8w3vu9.tatsu-column{width: 50%;}.tatsu-go8kwjkdpf8w3vu9.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-go8kwjkdpf8w3vu9 > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-go8kwjkdpf8w3vu9 > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-go8kwjkdpf8w3vu9 > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-go8kwjkdpf8w3vu9 > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-go8kwjkdpf8w3vu9.tatsu-column{width: 50%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-go8kwjkdpf8w3vu9.tatsu-column{width: 50%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-go8kwjkdpf8w3vu9.tatsu-column{width: 100%;}}</style></div></div></div><div class="tatsu-row-wrap tatsu-wrap tatsu-row-has-three-cols tatsu-medium-gutter tatsu-reg-cols tatsu-clearfix tatsu-go8kwjkdyb8dkgqj" ><div class="tatsu-row " ><div class="tatsu-column tatsu-bg-overlay tatsu-one-third tatsu-column-image-none tatsu-column-effect-none tatsu-go8kwjke1m3waet8" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-module tatsu-text-block-wrap tatsu-go8kwjke3p814ms9 "><div class="tatsu-text-inner tatsu-align-center clearfix" ><style>.tatsu-go8kwjke3p814ms9.tatsu-text-block-wrap .tatsu-text-inner{width: 100%;text-align: left;}</style> <p><span style="color: #f7a614;">Interactive Sessions</span></p> </div></div><div class="tatsu-module tatsu-video tatsu-hosted-wrap tatsu-go8kwjke4j1czc44 " ><video width = "100%" controls controlsList="nodownload" poster = "https://aiplus.training/wp-content/uploads/2021/03/foundations-machine-learning-house1.png" ><source src="https://aiplus.training/wp-content/uploads/2021/03/JK-House1.mp4" type="video/mp4"></video></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-go8kwjke1m3waet8.tatsu-column{width: 33.33%;}.tatsu-go8kwjke1m3waet8.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-go8kwjke1m3waet8 > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-go8kwjke1m3waet8 > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-go8kwjke1m3waet8 > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-go8kwjke1m3waet8 > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-go8kwjke1m3waet8.tatsu-column{width: 33.33%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-go8kwjke1m3waet8.tatsu-column{width: 33.33%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-go8kwjke1m3waet8.tatsu-column{width: 100%;}}</style></div><div class="tatsu-column tatsu-bg-overlay tatsu-one-third tatsu-column-image-none tatsu-column-effect-none tatsu-go8kwjke5ug2vj66" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-module tatsu-text-block-wrap tatsu-go8kwjke83fv7cu5 "><div class="tatsu-text-inner tatsu-align-center clearfix" ><style>.tatsu-go8kwjke83fv7cu5.tatsu-text-block-wrap .tatsu-text-inner{width: 100%;text-align: left;}</style> <p><span style="color: #f7a614;">Hands-On Coding Demos</span></p> </div></div><div class="tatsu-module tatsu-video tatsu-hosted-wrap tatsu-go8kwjke8wb9amaw " ><video width = "100%" controls controlsList="nodownload" poster = "https://aiplus.training/wp-content/uploads/2021/03/john-krhon-linear-algebra-code-demo2.png" ><source src="https://aiplus.training/wp-content/uploads/2021/03/john-krhon-linear-algebra-code-demo-1.mp4" type="video/mp4"></video></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-go8kwjke5ug2vj66.tatsu-column{width: 33.33%;}.tatsu-go8kwjke5ug2vj66.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-go8kwjke5ug2vj66 > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-go8kwjke5ug2vj66 > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-go8kwjke5ug2vj66 > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-go8kwjke5ug2vj66 > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-go8kwjke5ug2vj66.tatsu-column{width: 33.33%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-go8kwjke5ug2vj66.tatsu-column{width: 33.33%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-go8kwjke5ug2vj66.tatsu-column{width: 100%;}}</style></div><div class="tatsu-column tatsu-bg-overlay tatsu-one-third tatsu-column-image-none tatsu-column-effect-none tatsu-go8kwjkea7ev595y" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-module tatsu-text-block-wrap tatsu-go8kwjkectbzti6h "><div class="tatsu-text-inner tatsu-align-center clearfix" ><style>.tatsu-go8kwjkectbzti6h.tatsu-text-block-wrap .tatsu-text-inner{width: 100%;text-align: left;}</style> <p><span style="color: #f7a614;">Learning Comprehension Exercises</span></p> </div></div><div class="tatsu-module tatsu-video tatsu-hosted-wrap tatsu-go8kwjkeea4aaglp " ><video width = "100%" controls controlsList="nodownload" poster = "https://aiplus.training/wp-content/uploads/2021/02/boocamp-exercise.png" loop ><source src="https://aiplus.training/wp-content/uploads/2021/02/Bootcamp-Exercise-1.mp4" type="video/mp4"></video></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-go8kwjkea7ev595y.tatsu-column{width: 33.33%;}.tatsu-go8kwjkea7ev595y.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-go8kwjkea7ev595y > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-go8kwjkea7ev595y > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-go8kwjkea7ev595y > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-go8kwjkea7ev595y > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-go8kwjkea7ev595y.tatsu-column{width: 33.33%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-go8kwjkea7ev595y.tatsu-column{width: 33.33%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-go8kwjkea7ev595y.tatsu-column{width: 100%;}}</style></div></div></div></div><div class="tatsu-section-background-wrap"><div class = "tatsu-section-background" ></div></div><div class="tatsu-overlay tatsu-section-overlay"></div><style>.tatsu-go8kwjkcyl2dpayo.tatsu-section{background-color: rgba(0,0,0,1);}.tatsu-go8kwjkcyl2dpayo .tatsu-section-pad{padding: 87px 0px 31px 0px;}.tatsu-go8kwjkcyl2dpayo .tatsu-section-offset-wrap{transform: translateY(-0px);}.tatsu-go8kwjkcyl2dpayo > .tatsu-bottom-divider{z-index: 9999;}.tatsu-go8kwjkcyl2dpayo > .tatsu-top-divider{z-index: 9999;}.tatsu-go8kwjkcyl2dpayo .tatsu-section-overlay{mix-blend-mode: normal;}</style></div><div class="tatsu-gE2koLBHe tatsu-section tatsu-bg-overlay tatsu-clearfix" data-title="" data-headerscheme="background--dark"><div class='tatsu-section-pad clearfix' data-padding='{"d":"24px 0px 0px 0px"}' data-padding-top='24px'><div class="tatsu-row-wrap tatsu-wrap tatsu-row-one-col tatsu-row-has-one-cols tatsu-medium-gutter tatsu-reg-cols tatsu-clearfix tatsu-fkwi0MqxA6" ><div class="tatsu-row " ><div class="tatsu-column tatsu-bg-overlay tatsu-one-col tatsu-column-image-none tatsu-column-effect-none tatsu-ku33XnNcjf" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-module tatsu-text-block-wrap tatsu-1dc984diE2 "><div class="tatsu-text-inner tatsu-align-center tatsu-animate clearfix" data-animation="fadeIn" data-animation-delay="10" data-animation-duration="400"><style>.tatsu-1dc984diE2.tatsu-text-block-wrap .tatsu-text-inner{width: 100%;text-align: left;}</style> <h1 style="text-align: center;"><span style="font-size: 36pt; color: #00e380;">Certificate Instructors</span></h1> <p style="text-align: center;"><span style="color: #ffffff;">Meet some of your rock-star certification instructors; read their published blogs at <em><a href="https://opendatascience.com/">opendatascience.com</a></em></span></p> </div></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-ku33XnNcjf.tatsu-column{width: 100%;}.tatsu-ku33XnNcjf.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-ku33XnNcjf > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-ku33XnNcjf > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-ku33XnNcjf > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-ku33XnNcjf > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-ku33XnNcjf.tatsu-column{width: 100%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-ku33XnNcjf.tatsu-column{width: 100%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-ku33XnNcjf.tatsu-column{width: 100%;}}</style></div></div></div><div class="tatsu-row-wrap tatsu-wrap tatsu-row-one-col tatsu-row-has-one-cols tatsu-medium-gutter tatsu-reg-cols tatsu-clearfix tatsu-FfJKeVZtqG" ><div class="tatsu-row " ><div class="tatsu-column tatsu-bg-overlay tatsu-one-col tatsu-column-image-none tatsu-column-effect-none tatsu-zoi_-vPlw4" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-shortcode-module tatsu-module tatsu-gycvXq2qm tatsu-animate" data-animation="fadeIn" data-animation-delay="100" data-animation-duration="400"><div id="awsm-team-53811" class="awsm-grid-wrapper"> <div class="awsm-modal"> <div class="awsm-grid-modal awsm-grid modal-style style-1 grid-4-col "> <div id="awsm-member-53811-43430" class="awsm-grid-card awsm-team-item awsm-scale-anm awsm-all"> <a href="#" id="tigger-style-53811-43430" class="awsm-modal-trigger" data-trigger="#modal-style-53811-43430"> <figure> <img decoding="async" width="250" height="250" src="https://aiplus.training/wp-content/uploads/2019/12/Kirk-Borne-Cropped.jpg" class="attachment-awsm_team size-awsm_team wp-post-image" alt="" /> <figcaption>  <div class="awsm-personal-info"><h5 style="color:white;">Click for </br>more info</h5></div> </figcaption> </figure> <div class="awsm-personal-info" style="padding-top:20px;"> <center> <h3>Dr. Kirk Borne</h3> <span class="jobpos">Principal Data Scientist And Executive Advisor</span> <span class="comptit">Booz Allen Hamilton</span> </center> </div> </a> </div> <div id="awsm-member-53811-44705" class="awsm-grid-card awsm-team-item awsm-scale-anm awsm-all"> <a href="#" id="tigger-style-53811-44705" class="awsm-modal-trigger" data-trigger="#modal-style-53811-44705"> <figure> <img decoding="async" width="250" height="250" src="https://aiplus.training/wp-content/uploads/2020/01/Mona-Khalil-Cropped.png" class="attachment-awsm_team size-awsm_team wp-post-image" alt="" /> <figcaption>  <div class="awsm-personal-info"><h5 style="color:white;">Click for </br>more info</h5></div> </figcaption> </figure> <div class="awsm-personal-info" style="padding-top:20px;"> <center> <h3>Mona Khalil</h3> <span class="jobpos">Senior Data Scientist</span> <span class="comptit">Greenhouse</span> </center> </div> </a> </div> <div id="awsm-member-53811-43409" class="awsm-grid-card awsm-team-item awsm-scale-anm awsm-all"> <a href="#" id="tigger-style-53811-43409" class="awsm-modal-trigger" data-trigger="#modal-style-53811-43409"> <figure> <img decoding="async" width="250" height="250" src="https://aiplus.training/wp-content/uploads/2019/05/Jon-Krohn.jpg" class="attachment-awsm_team size-awsm_team wp-post-image" alt="deep learning with TensorFlow" /> <figcaption>  <div class="awsm-personal-info"><h5 style="color:white;">Click for </br>more info</h5></div> </figcaption> </figure> <div class="awsm-personal-info" style="padding-top:20px;"> <center> <h3>Dr. Jon Krohn</h3> <span class="jobpos">Chief Data Scientist, Author of Deep Learning Illustrated</span> <span class="comptit">Untapt</span> </center> </div> </a> </div> <div id="awsm-member-53811-53581" class="awsm-grid-card awsm-team-item awsm-scale-anm awsm-all"> <a href="#" id="tigger-style-53811-53581" class="awsm-modal-trigger" data-trigger="#modal-style-53811-53581"> <figure> <img decoding="async" width="250" height="250" src="https://aiplus.training/wp-content/uploads/2021/02/Boris-Paskhaver-Cropped-1.jpg" class="attachment-awsm_team size-awsm_team wp-post-image" alt="" /> <figcaption>  <div class="awsm-personal-info"><h5 style="color:white;">Click for </br>more info</h5></div> </figcaption> </figure> <div class="awsm-personal-info" style="padding-top:20px;"> <center> <h3>Boris Paskhaver</h3> <span class="jobpos">Software Engineer</span> <span class="comptit">Stride Consulting</span> </center> </div> </a> </div> <div id="awsm-member-53811-45512" class="awsm-grid-card awsm-team-item awsm-scale-anm awsm-all"> <a href="#" id="tigger-style-53811-45512" class="awsm-modal-trigger" data-trigger="#modal-style-53811-45512"> <figure> <img decoding="async" width="250" height="250" src="https://aiplus.training/wp-content/uploads/2019/03/Andras-Zsom.jpg" class="attachment-awsm_team size-awsm_team wp-post-image" alt="" /> <figcaption>  <div class="awsm-personal-info"><h5 style="color:white;">Click for </br>more info</h5></div> </figcaption> </figure> <div class="awsm-personal-info" style="padding-top:20px;"> <center> <h3>Andras Zsom, PhD</h3> <span class="jobpos">Lead Data Scientist and Adjunct Lecturer in Data Science</span> <span class="comptit">Brown University, Center for Computation and Visualization</span> </center> </div> </a> </div> <div id="awsm-member-53811-49400" class="awsm-grid-card awsm-team-item awsm-scale-anm awsm-all"> <a href="#" id="tigger-style-53811-49400" class="awsm-modal-trigger" data-trigger="#modal-style-53811-49400"> <figure> <img decoding="async" width="250" height="250" src="https://aiplus.training/wp-content/uploads/2018/02/max_humber.jpg" class="attachment-awsm_team size-awsm_team wp-post-image" alt="" /> <figcaption>  <div class="awsm-personal-info"><h5 style="color:white;">Click for </br>more info</h5></div> </figcaption> </figure> <div class="awsm-personal-info" style="padding-top:20px;"> <center> <h3>Max Humber</h3> <span class="jobpos">Distinguished Faculty Member</span> <span class="comptit">General Assembly </span> </center> </div> </a> </div> <div id="awsm-member-53811-45395" class="awsm-grid-card awsm-team-item awsm-scale-anm awsm-all"> <a href="#" id="tigger-style-53811-45395" class="awsm-modal-trigger" data-trigger="#modal-style-53811-45395"> <figure> <img decoding="async" width="250" height="250" src="https://aiplus.training/wp-content/uploads/2020/01/Joshua-Bernhard.jpg" class="attachment-awsm_team size-awsm_team wp-post-image" alt="" /> <figcaption>  <div class="awsm-personal-info"><h5 style="color:white;">Click for </br>more info</h5></div> </figcaption> </figure> <div class="awsm-personal-info" style="padding-top:20px;"> <center> <h3>Joshua Bernhard</h3> <span class="jobpos">Data Scientist</span> <span class="comptit">NerdWallet</span> </center> </div> </a> </div> <div id="awsm-member-53811-54880" class="awsm-grid-card awsm-team-item awsm-scale-anm awsm-all"> <a href="#" id="tigger-style-53811-54880" class="awsm-modal-trigger" data-trigger="#modal-style-53811-54880"> <figure> <img decoding="async" width="250" height="250" src="https://aiplus.training/wp-content/uploads/2021/03/Ankur-Patel-Cropped-1.jpg" class="attachment-awsm_team size-awsm_team wp-post-image" alt="" /> <figcaption>  <div class="awsm-personal-info"><h5 style="color:white;">Click for </br>more info</h5></div> </figcaption> </figure> <div class="awsm-personal-info" style="padding-top:20px;"> <center> <h3>Ankur Patel</h3> <span class="jobpos">Head of Data</span> <span class="comptit">Glean</span> </center> </div> </a> </div> </div> <div class="awsm-modal-items modal-style style-1 grid-4-col "> <a href="#" class="awsm-modal-close"></a> <div class="awsm-modal-items-main"> <a href="#" class="awsm-nav-item awsm-nav-left"></a> <div id="modal-style-53811-43430" class="awsm-modal-item awsm-scale-anm awsm-all "> <div id="awsm-member-info-53811-43430" class="awsm-modal-content"> <div class="awsm-modal-content-main"> <div class="awsm-image-main"> <img decoding="async" width="250" height="250" src="https://aiplus.training/wp-content/uploads/2019/12/Kirk-Borne-Cropped.jpg" class="attachment-awsm_team size-awsm_team wp-post-image" alt="" /> </div> <div class="awsm-modal-details"> <div class="awsm-modal-content-inner"> <span class="jobpos">Principal Data Scientist And Executive Advisor</span><span class="comptit">Booz Allen Hamilton</span><h2>Dr. Kirk Borne</h2><p><span style="color: #333333;">Dr. Kirk Borne is the Principal Data Scientist, Data Science Fellow, and an Executive Advisor at global technology and consulting firm Booz Allen Hamilton. He has worked there since 2015. He provides thought leadership, mentoring, training, and consulting activities in data science, machine learning, and AI across multiple disciplines. Previously, he was Professor of Astrophysics and Computational Science at George Mason University for 12 years in the graduate (Computational Science and Informatics) and undergraduate (Data Science) degree programs. He was a co-creator of the world’s first undergraduate data science degree program in 2006. Prior to that, he spent nearly 20 years supporting data systems activities for NASA space science programs, including a role as NASA’s Data Archive Project Scientist for the Hubble Space Telescope and as Contract Program Manager in NASA’s Space Science Data Operations Office. He is co-author of the e-book “10 Signs of Data Science Maturity”, co-author on a new book “Demystifying AI for the Enterprise”, and author of many hundreds of scientific research articles and blogs. Dr. Borne has degrees in physics (B.S., LSU) and astronomy (Ph.D., Caltech). He is an elected Fellow of the International Astrostatistics Association for his contributions to big data research in astronomy. In 2020, he was elected a Fellow of the American Astronomical Society for lifelong contributions to the field of astronomy. As a global speaker, he has given hundreds of invited talks worldwide, including keynote presentations at dozens of data science, AI, and analytics conferences. He is an active contributor on social media, where he promotes data literacy for all and has been named consistently among the top worldwide social influencers in big data, data science, machine learning, and AI since 2013.</span></p> <p><span style="color: #333333; font-size: 14pt;"><a style="color: #333333;" href="https://aiplus.odsc.com/courses/ds-101-machine-learning-modelling-in-theory-practice" target="_blank" rel="noopener noreferrer"><span style="text-decoration: underline;">DS 101: Machine Learning & Modelling in Theory & Practice</span></a></span></p> <p><span style="color: #333333; font-size: 14pt;"><a style="color: #333333;" href="https://aiplus.odsc.com/courses/ds-102-machine-learning-modelling-in-theory-practice" target="_blank" rel="noopener noreferrer"><span style="text-decoration: underline;">DS 102: Machine Learning & Modelling in Theory & Practice</span></a></span></p> <p> </p> <div class="awsm-social-icons"><span><a href="https://www.linkedin.com/in/kirkdborne/" target="_blank"><i class="awsm-icon-linkedin" aria-hidden="true"></i></a></span></div> </div> </div> </div> </div> </div><div id="modal-style-53811-44705" class="awsm-modal-item awsm-scale-anm awsm-all "> <div id="awsm-member-info-53811-44705" class="awsm-modal-content"> <div class="awsm-modal-content-main"> <div class="awsm-image-main"> <img decoding="async" width="250" height="250" src="https://aiplus.training/wp-content/uploads/2020/01/Mona-Khalil-Cropped.png" class="attachment-awsm_team size-awsm_team wp-post-image" alt="" /> </div> <div class="awsm-modal-details"> <div class="awsm-modal-content-inner"> <span class="jobpos">Senior Data Scientist</span><span class="comptit">Greenhouse</span><h2>Mona Khalil</h2><p><span style="color: #333333;">Mona is a Senior Data Scientist at Greenhouse Software in New York City, where they contribute to data-informed decision making across the company and machine learning solutions to improve the hiring process for Greenhouse customers. They’ve previously worked in government, creating analytics and machine learning solutions to improve the lives of New Yorkers and continue to be involved in civic projects through a number of volunteer and non-profit organizations. They’ve also been statistics and data science educator with DataCamp, Emeritus, and in university settings. They hold a graduate degree in Developmental Psychology and are passionate about contributing to the ethical use of data science methodology in the public and private sector.</span></p> <p><span style="color: #333333; font-size: 14pt;"><a style="color: #333333;" href="https://aiplus.odsc.com/courses/complete-python-fundamentals" target="_blank" rel="noopener noreferrer"><span style="text-decoration: underline;">Complete Python Fundamentals</span></a></span></p> <p><span style="color: #333333; font-size: 14pt;"><a style="color: #333333;" href="https://aiplus.odsc.com/courses/sql-for-data-science" target="_blank" rel="noopener noreferrer"><span style="text-decoration: underline;">SQL for Data Science</span></a></span></p> <div class="awsm-social-icons"><span><a href="https://www.linkedin.com/in/mona-khalil/" target="_blank"><i class="awsm-icon-linkedin" aria-hidden="true"></i></a></span></div> </div> </div> </div> </div> </div><div id="modal-style-53811-43409" class="awsm-modal-item awsm-scale-anm awsm-all "> <div id="awsm-member-info-53811-43409" class="awsm-modal-content"> <div class="awsm-modal-content-main"> <div class="awsm-image-main"> <img decoding="async" width="250" height="250" src="https://aiplus.training/wp-content/uploads/2019/05/Jon-Krohn.jpg" class="attachment-awsm_team size-awsm_team wp-post-image" alt="deep learning with TensorFlow" /> </div> <div class="awsm-modal-details"> <div class="awsm-modal-content-inner"> <span class="jobpos">Chief Data Scientist, Author of Deep Learning Illustrated</span><span class="comptit">Untapt</span><h2>Dr. Jon Krohn</h2><p><span style="color: #333333;">Jon Krohn is Chief Data Scientist at the machine learning company untapt. He authored the 2019 book Deep Learning Illustrated, an instant #1 bestseller that was translated into six languages. Jon is renowned for his compelling lectures, which he offers in-person at Columbia University, New York University, and the NYC Data Science Academy. Jon holds a Ph.D. in neuroscience from Oxford and has been publishing on machine learning in leading academic journals since 2010; his papers have been cited over a thousand times.</span></p> <p><span style="color: #333333; font-size: 14pt;"><a style="color: #333333;" href="https://aiplus.odsc.com/courses/deep-learning-with-tensorflow-2-pytorch" target="_blank" rel="noopener noreferrer">Deep Learning (with TensorFlow 2 & PyTorch)</a></span></p> <p><span style="color: #333333; font-size: 14pt;"><a style="color: #333333;" href="https://aiplus.odsc.com/courses/machine-learning-foundations-linear-algebra" target="_blank" rel="noopener noreferrer"><span style="text-decoration: underline;">Machine Learning Foundations: Linear Algebra</span></a></span></p> <div class="awsm-social-icons"><span><a href="https://www.linkedin.com/in/jonkrohn/" target="_blank"><i class="awsm-icon-linkedin" aria-hidden="true"></i></a></span></div> </div> </div> </div> </div> </div><div id="modal-style-53811-53581" class="awsm-modal-item awsm-scale-anm awsm-all "> <div id="awsm-member-info-53811-53581" class="awsm-modal-content"> <div class="awsm-modal-content-main"> <div class="awsm-image-main"> <img decoding="async" width="250" height="250" src="https://aiplus.training/wp-content/uploads/2021/02/Boris-Paskhaver-Cropped-1.jpg" class="attachment-awsm_team size-awsm_team wp-post-image" alt="" /> </div> <div class="awsm-modal-details"> <div class="awsm-modal-content-inner"> <span class="jobpos">Software Engineer</span><span class="comptit">Stride Consulting</span><h2>Boris Paskhaver</h2><p><span style="color: #333333;">Boris Paskhaver is a full-stack web developer based in New York City with experience building apps in React / Redux and Ruby on Rails. His favorite part of programming is the never-ending sense that there’s always something new to master — a secret language feature, a popular design pattern, an emerging library or — most importantly — a different way of looking at a problem.</span></p> <p><span style="color: #333333; font-size: 14pt;"><a style="color: #333333;" href="https://aiplus.odsc.com/courses/getting-started-with-pandas-for-data-analysis" target="_blank" rel="noopener noreferrer"><span style="text-decoration: underline;">Getting Started with Pandas for Data Analysis</span></a></span></p> </div> </div> </div> </div> </div><div id="modal-style-53811-45512" class="awsm-modal-item awsm-scale-anm awsm-all "> <div id="awsm-member-info-53811-45512" class="awsm-modal-content"> <div class="awsm-modal-content-main"> <div class="awsm-image-main"> <img decoding="async" width="250" height="250" src="https://aiplus.training/wp-content/uploads/2019/03/Andras-Zsom.jpg" class="attachment-awsm_team size-awsm_team wp-post-image" alt="" /> </div> <div class="awsm-modal-details"> <div class="awsm-modal-content-inner"> <span class="jobpos">Lead Data Scientist and Adjunct Lecturer in Data Science</span><span class="comptit">Brown University, Center for Computation and Visualization</span><h2>Andras Zsom, PhD</h2><p><span style="color: #333333;">Andras Zsom is a Lead Data Scientist in the Center for Computation and Visualization and an Adjunct Lecturer in Data Science at Brown University, Providence, RI, USA. He works with high-level academic administrators to tackle predictive modeling problems and to promote data-driven decision making, he collaborates with faculty members on data-intensive research projects, and he is the instructor of a mandatory course in the Data Science Master’s curriculum.</span></p> <p><a href="https://aiplus.odsc.com/courses/supervised-machine-learning-series" target="_blank" rel="noopener noreferrer"><span style="color: #333333; font-size: 14pt;"><span style="text-decoration: underline;">Supervised Machine Learning Series</span></span></a></p> <div class="awsm-social-icons"><span><a href="https://www.linkedin.com/in/andraszsom/" target="_blank"><i class="awsm-icon-linkedin" aria-hidden="true"></i></a></span></div> </div> </div> </div> </div> </div><div id="modal-style-53811-49400" class="awsm-modal-item awsm-scale-anm awsm-all "> <div id="awsm-member-info-53811-49400" class="awsm-modal-content"> <div class="awsm-modal-content-main"> <div class="awsm-image-main"> <img decoding="async" width="250" height="250" src="https://aiplus.training/wp-content/uploads/2018/02/max_humber.jpg" class="attachment-awsm_team size-awsm_team wp-post-image" alt="" /> </div> <div class="awsm-modal-details"> <div class="awsm-modal-content-inner"> <span class="jobpos">Distinguished Faculty Member</span><span class="comptit">General Assembly </span><h2>Max Humber</h2><p><span style="color: #333333;">Max Humber is the creator of gazpacho, the author of Personal Finance with Python, and a Distinguished Faculty Member at General Assembly.</span></p> <p><span style="color: #333333; font-size: 14pt;"><a style="color: #333333;" href="https://aiplus.odsc.com/courses/modern-data-acquisition" target="_blank" rel="noopener noreferrer"><span style="text-decoration: underline;">Modern Data Acquisition</span></a></span></p> <p><span style="color: #333333; font-size: 14pt;"><a style="color: #333333;" href="https://aiplus.odsc.com/courses/continuously-deployed-machine-learning" target="_blank" rel="noopener noreferrer"><span style="text-decoration: underline;">Continuously Deployed Machine Learning</span></a></span></p> <div class="awsm-social-icons"><span><a href="https://www.linkedin.com/in/maxhumber/" target="_blank"><i class="awsm-icon-linkedin" aria-hidden="true"></i></a></span></div> </div> </div> </div> </div> </div><div id="modal-style-53811-45395" class="awsm-modal-item awsm-scale-anm awsm-all "> <div id="awsm-member-info-53811-45395" class="awsm-modal-content"> <div class="awsm-modal-content-main"> <div class="awsm-image-main"> <img decoding="async" width="250" height="250" src="https://aiplus.training/wp-content/uploads/2020/01/Joshua-Bernhard.jpg" class="attachment-awsm_team size-awsm_team wp-post-image" alt="" /> </div> <div class="awsm-modal-details"> <div class="awsm-modal-content-inner"> <span class="jobpos">Data Scientist</span><span class="comptit">NerdWallet</span><h2>Joshua Bernhard</h2><p><span style="color: #333333;">Josh has been sharing his passion for data science with others for more than a decade. He found his passion for teaching while pursuing a PhD in Statistics at Iowa State University. He then went on to teach graduate and undergraduate courses as a part of the Business Analytics program at the University of Colorado. Before jumping full time into the industry, he worked as the Curriculum Lead for the School of Data Science at Udacity, where he built data science courses that train data scientists around the world.</span></p> <p><span style="color: #333333;">In the industry, Josh has used his skills to implement data science and machine learning solutions across industries from tax and auditing to healthcare. He currently works as a Data Scientist at NerdWallet, where he partners with product and marketing to help consumers make all the right money moves.</span></p> <p><span style="color: #333333; font-size: 14pt;"><a style="color: #333333;" href="https://aiplus.odsc.com/courses/recommendation-systems-in-python" target="_blank" rel="noopener noreferrer"><span style="text-decoration: underline;">Recommendation Systems in Python</span></a></span></p> <div class="awsm-social-icons"><span><a href="https://www.linkedin.com/in/joshuabernhard/" target="_blank"><i class="awsm-icon-linkedin" aria-hidden="true"></i></a></span></div> </div> </div> </div> </div> </div><div id="modal-style-53811-54880" class="awsm-modal-item awsm-scale-anm awsm-all "> <div id="awsm-member-info-53811-54880" class="awsm-modal-content"> <div class="awsm-modal-content-main"> <div class="awsm-image-main"> <img decoding="async" width="250" height="250" src="https://aiplus.training/wp-content/uploads/2021/03/Ankur-Patel-Cropped-1.jpg" class="attachment-awsm_team size-awsm_team wp-post-image" alt="" /> </div> <div class="awsm-modal-details"> <div class="awsm-modal-content-inner"> <span class="jobpos">Head of Data</span><span class="comptit">Glean</span><h2>Ankur Patel</h2><p><span data-sheets-value="{"1":2,"2":"Ankur Patel is the co-founder & Head of Data at Glean, an AI-powered spend intelligence solution for managing vendor spend, and the co-founder of Mellow, a fully managed machine learning platform for SMBs. He is an applied machine learning specialist in both unsupervised learning and natural language processing, and he is the author of Hands-on Unsupervised Learning Using Python: How to Build Applied Machine Learning Solutions from Unlabeled Data and Applied Natural Language Processing in the Enterprise: Teaching Machines to Read, Write, and Understand. Prior to founding Glean and Mellow, Ankur led data science and machine learning teams at several startups including 7Park Data, ThetaRay, and R-Squared Macro and was the lead emerging markets trader at Bridgewater Associates. He is a graduate of Princeton University and currently resides in New York City."}" data-sheets-userformat="{"2":8961,"3":{"1":0},"11":3,"12":0,"16":10}">Ankur Patel is the co-founder & Head of Data at Glean, an AI-powered spend intelligence solution for managing vendor spend, and the co-founder of Mellow, a fully managed machine learning platform for SMBs. He is an applied machine learning specialist in both unsupervised learning and natural language processing, and he is the author of Hands-on Unsupervised Learning Using Python: How to Build Applied Machine Learning Solutions from Unlabeled Data and Applied Natural Language Processing in the Enterprise: Teaching Machines to Read, Write, and Understand. Prior to founding Glean and Mellow, Ankur led data science and machine learning teams at several startups including 7Park Data, ThetaRay, and R-Squared Macro and was the lead emerging markets trader at Bridgewater Associates. He is a graduate of Princeton University and currently resides in New York City.</span></p> <div class="awsm-social-icons"><span><a href="https://www.linkedin.com/in/ankur-patel-b44a4516/" target="_blank"><i class="awsm-icon-linkedin" aria-hidden="true"></i></a></span></div> </div> </div> </div> </div> </div> <a href="#" class="awsm-nav-item awsm-nav-right"></a> </div> </div> </div> </div><br /> </div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-zoi_-vPlw4.tatsu-column{width: 100%;}.tatsu-zoi_-vPlw4.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-zoi_-vPlw4 > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-zoi_-vPlw4 > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-zoi_-vPlw4 > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-zoi_-vPlw4 > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-zoi_-vPlw4.tatsu-column{width: 100%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-zoi_-vPlw4.tatsu-column{width: 100%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-zoi_-vPlw4.tatsu-column{width: 100%;}}</style></div></div></div></div><div class="tatsu-section-background-wrap"><div class = "tatsu-section-background" ></div></div><div class="tatsu-overlay tatsu-section-overlay"></div><style>.tatsu-gE2koLBHe.tatsu-section{background-color: rgba(0,0,0,1);}.tatsu-gE2koLBHe .tatsu-section-pad{padding: 24px 0px 0px 0px;}.tatsu-gE2koLBHe .tatsu-section-offset-wrap{transform: translateY(-0px);}.tatsu-gE2koLBHe > .tatsu-bottom-divider{z-index: 9999;}.tatsu-gE2koLBHe > .tatsu-top-divider{z-index: 9999;}.tatsu-gE2koLBHe .tatsu-section-overlay{mix-blend-mode: normal;}</style></div><div class="tatsu-BvmZTSNWhR tatsu-section tatsu-bg-overlay tatsu-hide-mobile tatsu-hide-tablet tatsu-hide-laptop tatsu-hide-desktop tatsu-clearfix" data-title="" data-headerscheme="background--dark"><div class='tatsu-section-pad clearfix' data-padding='{"d":"90px 0px 90px 0px"}' data-padding-top='90px'><div class="tatsu-row-wrap tatsu-wrap tatsu-row-one-col tatsu-row-has-one-cols tatsu-medium-gutter tatsu-reg-cols tatsu-clearfix tatsu-4AqTUZuguN" ><div class="tatsu-row " ><div class="tatsu-column tatsu-bg-overlay tatsu-one-col tatsu-column-image-none tatsu-column-effect-none tatsu-VEvhMMsLi" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-module tatsu-text-block-wrap tatsu-jtPDM6LVv "><div class="tatsu-text-inner tatsu-align-center clearfix" ><style>.tatsu-jtPDM6LVv.tatsu-text-block-wrap .tatsu-text-inner{width: 100%;text-align: left;}</style> <p><span style="color: #00e380; font-size: 24pt;">Student’s Testimonials</span></p> </div></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-VEvhMMsLi.tatsu-column{width: 100%;}.tatsu-VEvhMMsLi.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-VEvhMMsLi > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-VEvhMMsLi > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-VEvhMMsLi > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-VEvhMMsLi > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-VEvhMMsLi.tatsu-column{width: 100%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-VEvhMMsLi.tatsu-column{width: 100%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-VEvhMMsLi.tatsu-column{width: 100%;}}</style></div></div></div><div class="tatsu-row-wrap tatsu-wrap tatsu-row-has-four-cols tatsu-medium-gutter tatsu-reg-cols tatsu-clearfix tatsu-5X06294QUk" ><div class="tatsu-row " ><div class="tatsu-column tatsu-bg-overlay tatsu-one-fourth tatsu-column-image-none tatsu-column-effect-none tatsu--ZuNFEzpP" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-module tatsu-text-block-wrap tatsu-WiFX_Gv_7 "><div class="tatsu-text-inner tatsu-align-center clearfix" ><style>.tatsu-WiFX_Gv_7.tatsu-text-block-wrap .tatsu-text-inner{width: 100%;text-align: left;color: rgba(255,255,255,1) ;}.tatsu-WiFX_Gv_7 .tatsu-text-inner *{color: rgba(255,255,255,1) ;}</style> <p><b>Course 1. Machine Learning Primer – Kirk Born</b></p> <p><span style="font-weight: 400;">Student Feedback 1: Very interesting machine learning fundamentals course. Very didactic!</span></p> <p><span style="font-weight: 400;">Student Feedback 2: Deep in theory with essential practical explanation. All the modules are explained very well!</span></p> </div></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu--ZuNFEzpP.tatsu-column{width: 25%;}.tatsu--ZuNFEzpP.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu--ZuNFEzpP > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu--ZuNFEzpP > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu--ZuNFEzpP > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu--ZuNFEzpP > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu--ZuNFEzpP.tatsu-column{width: 25%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu--ZuNFEzpP.tatsu-column{width: 25%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu--ZuNFEzpP.tatsu-column{width: 100%;}}</style></div><div class="tatsu-column tatsu-bg-overlay tatsu-one-fourth tatsu-column-image-none tatsu-column-effect-none tatsu-LOzibp-RIy" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-module tatsu-text-block-wrap tatsu-3tszr3Osd "><div class="tatsu-text-inner tatsu-align-center clearfix" ><style>.tatsu-3tszr3Osd.tatsu-text-block-wrap .tatsu-text-inner{width: 100%;text-align: left;color: rgba(255,255,255,1) ;}.tatsu-3tszr3Osd .tatsu-text-inner *{color: rgba(255,255,255,1) ;}</style> <p><b>Course 2. Complete Python Fundamentals – Mona Khalil</b></p> <p><span style="font-weight: 400;">Student Feedback 1: I liked the course and Mona was a very good instructor and explained things clearly.</span></p> <p><span style="font-weight: 400;">Student Feedback 2: I had a great time learning from Mona. She has an excellent style of instruction. I was able to grasp the concepts because of how well she paced through them.</span></p> </div></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-LOzibp-RIy.tatsu-column{width: 25%;}.tatsu-LOzibp-RIy.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-LOzibp-RIy > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-LOzibp-RIy > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-LOzibp-RIy > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-LOzibp-RIy > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-LOzibp-RIy.tatsu-column{width: 25%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-LOzibp-RIy.tatsu-column{width: 25%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-LOzibp-RIy.tatsu-column{width: 100%;}}</style></div><div class="tatsu-column tatsu-bg-overlay tatsu-one-fourth tatsu-column-image-none tatsu-column-effect-none tatsu-2QZNI37REa" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-module tatsu-text-block-wrap tatsu-3mpVjedX7 "><div class="tatsu-text-inner tatsu-align-center clearfix" ><style>.tatsu-3mpVjedX7.tatsu-text-block-wrap .tatsu-text-inner{width: 100%;text-align: left;color: rgba(255,255,255,1) ;}.tatsu-3mpVjedX7 .tatsu-text-inner *{color: rgba(255,255,255,1) ;}</style> <p><b>Course 3. SQL for Data Science – Mona Khalil </b></p> <p><span style="font-weight: 400;">Student Feedback 1: Plenty of exercises with solutions help with comprehension. Real life experience tips and tricks were also very welcomed.</span></p> <p><span style="font-weight: 400;">Student Facebook 2: Good SQL introduction or refresher; this brought up a lot of querying strategies that I didn’t remember (or possibly didn’t exist 20 years ago, the last time I took a SQL course).</span></p> </div></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-2QZNI37REa.tatsu-column{width: 25%;}.tatsu-2QZNI37REa.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-2QZNI37REa > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-2QZNI37REa > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-2QZNI37REa > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-2QZNI37REa > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-2QZNI37REa.tatsu-column{width: 25%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-2QZNI37REa.tatsu-column{width: 25%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-2QZNI37REa.tatsu-column{width: 100%;}}</style></div><div class="tatsu-column tatsu-bg-overlay tatsu-one-fourth tatsu-column-image-none tatsu-column-effect-none tatsu-QEsL7TTHGf" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-module tatsu-text-block-wrap tatsu-SQ3Bac8Zy "><div class="tatsu-text-inner tatsu-align-center clearfix" ><style>.tatsu-SQ3Bac8Zy.tatsu-text-block-wrap .tatsu-text-inner{width: 100%;text-align: left;color: rgba(255,255,255,1) ;}.tatsu-SQ3Bac8Zy .tatsu-text-inner *{color: rgba(255,255,255,1) ;}</style> <p><b>Course 4. Data Analysis Using Pandas – Boris Phasharev</b></p> <p><span style="font-weight: 400;">Feedback 1: Great course! Thank you!</span></p> </div></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-QEsL7TTHGf.tatsu-column{width: 25%;}.tatsu-QEsL7TTHGf.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-QEsL7TTHGf > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-QEsL7TTHGf > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-QEsL7TTHGf > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-QEsL7TTHGf > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-QEsL7TTHGf.tatsu-column{width: 25%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-QEsL7TTHGf.tatsu-column{width: 25%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-QEsL7TTHGf.tatsu-column{width: 100%;}}</style></div></div></div><div class="tatsu-row-wrap tatsu-wrap tatsu-row-has-four-cols tatsu-medium-gutter tatsu-reg-cols tatsu-clearfix tatsu-RIhvRW6XWI" ><div class="tatsu-row " ><div class="tatsu-column tatsu-bg-overlay tatsu-one-fourth tatsu-column-image-none tatsu-column-effect-none tatsu-p_0hEX9V9" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-module tatsu-text-block-wrap tatsu-0aVzVewdT "><div class="tatsu-text-inner tatsu-align-center clearfix" ><style>.tatsu-0aVzVewdT.tatsu-text-block-wrap .tatsu-text-inner{width: 100%;text-align: left;color: rgba(255,255,255,1) ;}.tatsu-0aVzVewdT .tatsu-text-inner *{color: rgba(255,255,255,1) ;}</style> <p><b>Course 5. Mathematics for Machine Learning – Jon Krohn</b></p> <p><span style="font-weight: 400;">Feedback 1: Jon did a great job explaining all of the math that underpins machine learning from linear algebra to calculus and pulled it all together at the end for a proper understanding of what’s going on under the hood. Fantastic course!</span></p> </div></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-p_0hEX9V9.tatsu-column{width: 25%;}.tatsu-p_0hEX9V9.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-p_0hEX9V9 > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-p_0hEX9V9 > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-p_0hEX9V9 > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-p_0hEX9V9 > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-p_0hEX9V9.tatsu-column{width: 25%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-p_0hEX9V9.tatsu-column{width: 25%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-p_0hEX9V9.tatsu-column{width: 100%;}}</style></div><div class="tatsu-column tatsu-bg-overlay tatsu-one-fourth tatsu-column-image-none tatsu-column-effect-none tatsu-S4b1JO4dIk" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-module tatsu-text-block-wrap tatsu-DTwVzanbM "><div class="tatsu-text-inner tatsu-align-center clearfix" ><style>.tatsu-DTwVzanbM.tatsu-text-block-wrap .tatsu-text-inner{width: 100%;text-align: left;color: rgba(255,255,255,1) ;}.tatsu-DTwVzanbM .tatsu-text-inner *{color: rgba(255,255,255,1) ;}</style> <p><b>Course 6. Statistics for Machine Learning – Jon Krohn </b></p> <p><span style="font-weight: 400;">Feedback 1: Excellent course, no critics!</span></p> <p><span style="font-weight: 400;">Feedback 2: Enjoyed it. Smart, well managed training session. Jon has the academic background but is able to translate it into clear practical instruction.</span></p> </div></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-S4b1JO4dIk.tatsu-column{width: 25%;}.tatsu-S4b1JO4dIk.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-S4b1JO4dIk > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-S4b1JO4dIk > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-S4b1JO4dIk > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-S4b1JO4dIk > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-S4b1JO4dIk.tatsu-column{width: 25%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-S4b1JO4dIk.tatsu-column{width: 25%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-S4b1JO4dIk.tatsu-column{width: 100%;}}</style></div><div class="tatsu-column tatsu-bg-overlay tatsu-one-fourth tatsu-column-image-none tatsu-column-effect-none tatsu-9JVQ-C8S6T" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-module tatsu-text-block-wrap tatsu-87ND1N27U "><div class="tatsu-text-inner tatsu-align-center clearfix" ><style>.tatsu-87ND1N27U.tatsu-text-block-wrap .tatsu-text-inner{width: 100%;text-align: left;color: rgba(255,255,255,1) ;}.tatsu-87ND1N27U .tatsu-text-inner *{color: rgba(255,255,255,1) ;}</style> <p><b>Course 7. Supervised Machine Learning – Andras Zsoom</b></p> <p><span style="font-weight: 400;">Student Feedback 1: This class was very insightful and clarifying to me. </span></p> </div></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-9JVQ-C8S6T.tatsu-column{width: 25%;}.tatsu-9JVQ-C8S6T.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-9JVQ-C8S6T > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-9JVQ-C8S6T > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-9JVQ-C8S6T > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-9JVQ-C8S6T > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-9JVQ-C8S6T.tatsu-column{width: 25%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-9JVQ-C8S6T.tatsu-column{width: 25%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-9JVQ-C8S6T.tatsu-column{width: 100%;}}</style></div><div class="tatsu-column tatsu-bg-overlay tatsu-one-fourth tatsu-column-image-none tatsu-column-effect-none tatsu-p9ogFDviNP" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-module tatsu-text-block-wrap tatsu-GBz6yQ5CZ "><div class="tatsu-text-inner tatsu-align-center clearfix" ><style>.tatsu-GBz6yQ5CZ.tatsu-text-block-wrap .tatsu-text-inner{width: 100%;text-align: left;color: rgba(255,255,255,1) ;}.tatsu-GBz6yQ5CZ .tatsu-text-inner *{color: rgba(255,255,255,1) ;}</style> <p><b>Course 8. Unsupervised Machine Learning – Ankur Patel</b></p> <p><span style="font-weight: 400;">Student Feedback 1: I had a bit of previous experience with some of the techniques and was looking for more in-depth. Got all I wanted. Ankur has a great presentation style and excellent examples. Will adopt it right away.</span></p> <p><span style="font-weight: 400;">Student 2: Very inspiring class! </span></p> </div></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-p9ogFDviNP.tatsu-column{width: 25%;}.tatsu-p9ogFDviNP.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-p9ogFDviNP > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-p9ogFDviNP > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-p9ogFDviNP > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-p9ogFDviNP > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-p9ogFDviNP.tatsu-column{width: 25%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-p9ogFDviNP.tatsu-column{width: 25%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-p9ogFDviNP.tatsu-column{width: 100%;}}</style></div></div></div></div><div class="tatsu-section-background-wrap"><div class = "tatsu-section-background" ></div></div><div class="tatsu-overlay tatsu-section-overlay"></div><style>.tatsu-BvmZTSNWhR.tatsu-section{background-color: rgba(0,0,0,1);}.tatsu-BvmZTSNWhR .tatsu-section-pad{padding: 90px 0px 90px 0px;}.tatsu-BvmZTSNWhR .tatsu-section-offset-wrap{transform: translateY(-0px);}.tatsu-BvmZTSNWhR > .tatsu-bottom-divider{z-index: 9999;}.tatsu-BvmZTSNWhR > .tatsu-top-divider{z-index: 9999;}.tatsu-BvmZTSNWhR .tatsu-section-overlay{mix-blend-mode: normal;}</style></div><div class="tatsu-mt1uSjq8Tg tatsu-section tatsu-bg-overlay tatsu-clearfix" data-title="" data-headerscheme="background--dark"><div class='tatsu-section-pad clearfix' data-padding='{"d":"19px 0px 89px 0px"}' data-padding-top='19px'><div class="tatsu-row-wrap tatsu-wrap tatsu-row-has-one-half tatsu-row-has-two-cols tatsu-medium-gutter tatsu-reg-cols tatsu-clearfix tatsu-wOW2-Z2Crf" ><div class="tatsu-row " ><div class="tatsu-column tatsu-bg-overlay tatsu-one-half tatsu-column-image-none tatsu-column-effect-none tatsu-W-F7ed1lW" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-module tatsu-text-block-wrap tatsu-b_gFSaFYS "><div class="tatsu-text-inner tatsu-align-center clearfix" ><style>.tatsu-b_gFSaFYS.tatsu-text-block-wrap .tatsu-text-inner{width: 100%;text-align: left;}</style> <p><span style="color: #00e380; font-size: 24pt;">Coming soon</span></p> </div></div><div class="tatsu-single-image tatsu-module tatsu-image-lazyload tatsu-external-image tatsu-ddsUKxwLk " ><div class="tatsu-single-image-inner " style="" ><div class = "tatsu-single-image-padding-wrap" style = "" ></div><img class = "tatsu-gradient-border" data-src = "https://aiplus.training/wp-content/uploads/2021/06/advanced-ML-gero-1-copy.png" alt =" " src ="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII=" /></div><style>.tatsu-ddsUKxwLk .tatsu-single-image-inner{border-style: solid;max-width: 100%;}.tatsu-ddsUKxwLk.tatsu-single-image{transform: translate3d(0px,0px, 0);}</style></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-W-F7ed1lW.tatsu-column{width: 61.3%;}.tatsu-W-F7ed1lW.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-W-F7ed1lW > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-W-F7ed1lW > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-W-F7ed1lW > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-W-F7ed1lW > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-W-F7ed1lW.tatsu-column{width: 50%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-W-F7ed1lW.tatsu-column{width: 50%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-W-F7ed1lW.tatsu-column{width: 100%;}}</style></div><div class="tatsu-column tatsu-bg-overlay tatsu-one-half tatsu-column-image-none tatsu-column-effect-none tatsu-EOUOYolu9F" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="tatsu-single-image tatsu-module tatsu-image-lazyload tatsu-external-image tatsu-AslpTJkRm " ><div class="tatsu-single-image-inner " style="" ><div class = "tatsu-single-image-padding-wrap" style = "" ></div><img class = "tatsu-gradient-border" data-src = "https://aiplus.training/wp-content/uploads/2021/03/1.2-CERTIFICATIO-DEEP-learning-1.png" alt =" " src ="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII=" /></div><style>.tatsu-AslpTJkRm .tatsu-single-image-inner{border-style: solid;max-width: 100%;}.tatsu-AslpTJkRm.tatsu-single-image{transform: translate3d(0px,0px, 0);}</style></div><div class="tatsu-single-image tatsu-module tatsu-image-lazyload tatsu-external-image tatsu-haaXH5BIF " ><div class="tatsu-single-image-inner " style="" ><div class = "tatsu-single-image-padding-wrap" style = "" ></div><img class = "tatsu-gradient-border" data-src = "https://aiplus.training/wp-content/uploads/2021/03/1.2-CERTIFICATION-NLP-1.png" alt =" " src ="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII=" /></div><style>.tatsu-haaXH5BIF .tatsu-single-image-inner{border-style: solid;max-width: 100%;}.tatsu-haaXH5BIF.tatsu-single-image{transform: translate3d(0px,0px, 0);}</style></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-EOUOYolu9F.tatsu-column{width: 38.7%;}.tatsu-EOUOYolu9F.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-EOUOYolu9F > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-EOUOYolu9F > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-EOUOYolu9F > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-EOUOYolu9F > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-EOUOYolu9F.tatsu-column{width: 50%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-EOUOYolu9F.tatsu-column{width: 50%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-EOUOYolu9F.tatsu-column{width: 100%;}}</style></div></div></div></div><div class="tatsu-section-background-wrap"><div class = "tatsu-section-background" ></div></div><div class="tatsu-overlay tatsu-section-overlay"></div><style>.tatsu-mt1uSjq8Tg.tatsu-section{background-color: rgba(0,0,0,1);}.tatsu-mt1uSjq8Tg .tatsu-section-pad{padding: 19px 0px 89px 0px;}.tatsu-mt1uSjq8Tg .tatsu-section-offset-wrap{transform: translateY(-0px);}.tatsu-mt1uSjq8Tg > .tatsu-bottom-divider{z-index: 9999;}.tatsu-mt1uSjq8Tg > .tatsu-top-divider{z-index: 9999;}.tatsu-mt1uSjq8Tg .tatsu-section-overlay{mix-blend-mode: normal;}</style></div><div class="tatsu-go71w4x7la1dlmdz tatsu-section tatsu-bg-overlay tatsu-clearfix" data-title="" data-headerscheme="background--dark"><div class='tatsu-section-pad clearfix' data-padding='{"d":"90px 0px 90px 0px"}' data-padding-top='90px'><div class="tatsu-row-wrap tatsu-wrap tatsu-row-one-col tatsu-row-has-one-cols tatsu-medium-gutter tatsu-reg-cols tatsu-clearfix tatsu-go71w4x7owergsnh" ><div class="tatsu-row " ><div class="tatsu-column tatsu-bg-overlay tatsu-one-col tatsu-column-image-none tatsu-column-effect-none tatsu-go71w4x7sz2kjjg" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class="special-heading-wrap style2 oshine-module align-left tatsu-go71w4x7vdbqto0i " ><div class="special-heading" ><h4 class="special-h-tag" >FAQs</h4></div><style>.tatsu-go71w4x7vdbqto0i .special-heading{border-color: #232323; border-width: 2px;padding: 20px 30px 20px 30px;}</style></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" ></div></div><div class="tatsu-overlay tatsu-column-overlay tatsu-animate-none" ></div></div><style>.tatsu-row > .tatsu-go71w4x7sz2kjjg.tatsu-column{width: 100%;}.tatsu-go71w4x7sz2kjjg.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-go71w4x7sz2kjjg > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-go71w4x7sz2kjjg > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-go71w4x7sz2kjjg > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-go71w4x7sz2kjjg > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-go71w4x7sz2kjjg.tatsu-column{width: 100%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-go71w4x7sz2kjjg.tatsu-column{width: 100%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-go71w4x7sz2kjjg.tatsu-column{width: 100%;}}</style></div></div></div><div class="tatsu-row-wrap tatsu-wrap tatsu-row-one-col tatsu-row-has-one-cols tatsu-medium-gutter tatsu-reg-cols tatsu-clearfix tatsu-go71w4x7w6clu27k" ><div class="tatsu-row " ><div class="tatsu-column tatsu-bg-overlay tatsu-one-col tatsu-column-image-none tatsu-column-effect-none tatsu-go71w4x7z3eilgw3" data-parallax-speed="0" style=""><div class="tatsu-column-inner " ><div class="tatsu-column-pad-wrap"><div class="tatsu-column-pad" ><div class = " tatsu-go71w4x8173d9j8h accordion-wrap oshine-module" ><div class = "accordion" data-collapsed="0"><h3 class="accordion-head no-bg tatsu-go71w4x84kb0y9j8" style="">How can I register for certification?</h3><div> <p><span data-sheets-value="{" data-sheets-userformat="{">You can purchase the Machine Learning Certification course separately, or you can register for our Premium Subscription Plan. Keep in mind that you will be able to access the assessment and receive a certificate by registering for our Annual Premium Subscription. With a Monthly Premium Subscription you can still access all the certification courses, but you will not be able to receive a badge after completing an assessment.</span></p> </div><h3 class="accordion-head no-bg tatsu-go71w4x833azh93b" style="">what are the prequisites</h3><div> <p><span data-sheets-value="{" data-sheets-userformat="{">No prerequisites are needed. The certification covers beginner concepts to advanced topics. </span></p> </div><h3 class="accordion-head no-bg tatsu-go71w4x841aegu83" style="">How do I access the certification if I am already a subscriber?</h3><div> <p><span data-sheets-value="{" data-sheets-userformat="{">You will see the certificate program in your student dashboard. Please look for the Machine Learning Certificate course.</span></p> </div><h3 class="accordion-head no-bg tatsu-go71w4x8463rcser" style="">What if i fail the assesment, can I still receive the certificate?</h3><div> <p><span data-sheets-value="{" data-sheets-userformat="{">No, you will need to retake and successfully pass all the assessments to receive the certificate.</span></p> <p><span data-sheets-value="{" data-sheets-userformat="{">– If a candidate does not achieve a passing score (60% correct answers) on each assessment the first time, the candidate must wait 48 hours before retaking the exam.<br /> – If a candidate does not achieve a passing score (60% correct answers) on each assessment the second time, the candidate must wait five days before retaking the exam a third time.<br /> – A seven-day waiting period is imposed between each subsequent exam retake.</span></p> </div></div></div></div></div><div class = "tatsu-column-bg-image-wrap"><div class = "tatsu-column-bg-image" 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class="tatsu-section-background-wrap"><div class = "tatsu-section-background" ></div></div><div class="tatsu-overlay tatsu-section-overlay"></div><style>.tatsu-go71w4x7la1dlmdz .tatsu-section-pad{padding: 90px 0px 90px 0px;}.tatsu-go71w4x7la1dlmdz .tatsu-section-offset-wrap{transform: translateY(-0px);}.tatsu-go71w4x7la1dlmdz > .tatsu-bottom-divider{z-index: 9999;}.tatsu-go71w4x7la1dlmdz > .tatsu-top-divider{z-index: 9999;}.tatsu-go71w4x7la1dlmdz .tatsu-section-overlay{mix-blend-mode: normal;}</style></div><div class="tatsu-1uxc81mMm- tatsu-section tatsu-bg-overlay tatsu-hide-laptop tatsu-hide-desktop tatsu-hide-mobile tatsu-hide-tablet tatsu-clearfix" data-title="" data-headerscheme="background--dark"><div class='tatsu-section-pad clearfix' data-padding='{"d":"90px 0px 90px 0px"}' data-padding-top='90px'><div class="tatsu-row-wrap tatsu-wrap tatsu-row-one-col tatsu-row-has-one-cols tatsu-medium-gutter tatsu-reg-cols tatsu-clearfix tatsu-RFxDURx8Wi" ><div class="tatsu-row " ><div 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(!result[level][level1][level2][level3][level4]) { result[level][level1][level2][level3][level4] = {}; } if (!level5) { result[level][level1][level2][level3][level4][item.Title] = item; continue; } result[level][level1][level2][level3][level4][level5][item.Title] = item; } } function convertChildrenAsArray(name, item, level, color) { if (item['Level']) { return { ...item, name: item['Title'], color, }; } let children = []; let index = 0; for (let key in item) { children.push(convertChildrenAsArray(key, item[key], level + 1, level === 0 ? colors[index] : color)); index ++; } return { name, children, color, }; } return convertChildrenAsArray("On-Demand Learning Paths", result, 0, null); } const treeData = convertData(chartData); function drawChart(data) { d3.selectAll('.tooltip').remove(); d3.selectAll('#tree-container svg').remove(); const viewerWidth = window.innerWidth * 0.8; const viewerHeight = window.innerHeight - 16; const duration = 750; const levels = 6; const maxTextWith = 150; const lineHeight = 14; let hoveredPosition = { x: 0, y: 0 }; // Define the div for the tooltip let tooltip = d3.select("body").append("div") .attr("class", "tooltip") .style("opacity", 0); let nodeId = 0; let root; let tree = d3.layout.tree() .size([viewerHeight, viewerWidth]); // define a d3 diagonal projection for use by the node paths later on. const diagonal = d3.svg.diagonal() .projection(d => [d.y, d.x]); // Define the zoom function for the zoomable tree function zoom() { svgGroup.attr("transform", "translate(" + d3.event.translate + ")scale(" + d3.event.scale + ")"); } // define the zoomListener which calls the zoom function on the "zoom" event constrained within the scaleExtents const zoomListener = d3.behavior.zoom().scaleExtent([0.1, 3]).on("zoom", zoom); // define the baseSvg, attaching a class for styling and the zoomListener const baseSvg = d3.select("#tree-container").append("svg") .attr("width", viewerWidth) .attr("height", viewerHeight) .attr("class", "overlay") .on("mousemove", (d) => mouseOut(d)); // Function to collapse node function collapse(d) { if (d.children) { d._children = d.children; d._children.forEach(collapse); d.children = null; } } // Function to center node when clicked/dropped so node doesn't get lost when collapsing/moving with large amount of children. function centerNode(source) { let scale = zoomListener.scale(); let x = -source.y0; let y = -source.x0; x = x * scale + viewerWidth / 2; y = y * scale + viewerHeight / 2; d3.select('g').transition() .duration(duration) .attr("transform", "translate(" + x + "," + y + ")scale(" + scale + ")"); zoomListener.scale(scale); zoomListener.translate([x, y]); } // Toggle children function function toggleChildren(d) { if (d.children) { d._children = d.children; d.children = null; } else if (d._children) { d.children = d._children; d._children = null; } return d; } // Toggle children on click. function click(d) { if (d3.event.defaultPrevented) { return; } d = toggleChildren(d); update(d); if (d.children || d._children) { centerNode(d); } if (d.depth === 0) { if (d.children) { baseSvg.call(zoomListener); } else { baseSvg.on('.zoom', null); } } } // Get width of text function measureWidth(text) { const context = document.createElement("canvas").getContext("2d"); return context.measureText(text).width; } // Split string into words function splitWords(text, node) { const words = text.split(/\s+/g); // To hyphenate: /\s+|(?<=-)/ if (!words[words.length - 1]) { words.pop(); } else if (!words[0]) { words.shift(); } return { words, node }; } // Get lines from text when it overflows maxTextWidth function getLines(node) { let line; let lineWidth0 = Infinity; let lines = []; for (let i = 0, n = node.words.length; i < n; ++i) { let lineText1 = (line ? line.text + " " : "") + node.words[i]; let lineWidth1 = measureWidth(lineText1); if ((lineWidth0 + lineWidth1) / 2 < maxTextWith) { line.width = lineWidth0 = lineWidth1; line.text = lineText1; } else { lineWidth0 = measureWidth(node.words[i]); line = { width: lineWidth0, text: node.words[i], ...node.node, length: lines.length }; lines.push(line); } } return lines; } function mouseOver(d) { if (!d["Level"]) { return; } let html = ""; if (d["URL"]) { html += `<a target="_blank" rel="noopener noreferrer">Course Link</a>`; } html += `<p><strong>Level: </strong>${d["Level"]}</p>`; if (d["Type"]) { html += `<p><strong>Type: </strong>${d["Type"]}</p>`; } if (d["Duration"]) { html += `<p><strong>Duration: </strong>${d["Duration"]}</p>`; } tooltip.transition() .duration(200) .style("opacity", .9); tooltip.html(html) .style("left", (d3.event.pageX) + "px") .style("top", (d3.event.pageY) + "px"); hoveredPosition = { x: d3.event.pageX, y: d3.event.pageY }; } function mouseOut(d) { if (hoveredPosition.x === 0 || (d3.event.pageX > hoveredPosition.x - 10 && d3.event.pageX < hoveredPosition.x + 150 && d3.event.pageY > hoveredPosition.y - 10 && d3.event.pageY < hoveredPosition.y + 90)) { return; } tooltip.transition() .duration(500) .style("opacity", 0); tooltip.html(null); } function update(source) { // Compute the new height, function counts total children of root node and sets tree height accordingly. // This prevents the layout looking squashed when new nodes are made visible or looking sparse when nodes are removed // This makes the layout more consistent. let levelWidth = [1]; const childCount = (level, n) => { if (n.children && n.children.length > 0) { if (levelWidth.length <= level + 1) { levelWidth.push(0); } levelWidth[level + 1] += n.children.length; n.children.forEach((d) => { childCount(level + 1, d); }); } }; childCount(0, root); const newHeight = d3.max(levelWidth) * (25 + (source.depth ? source.depth * 5 : 0)); // 25 pixels per line tree = tree.size([newHeight, viewerWidth]); // Compute the new tree layout. const nodes = tree.nodes(root).reverse(), links = tree.links(nodes); // Set widths between levels based on maxLabelLength. nodes.forEach((d) => { d.y = (d.depth * 300); d.x = d.x * 2.5; }); // Update the nodes… node = svgGroup.selectAll("g.node") .data(nodes, (d) => { return d.id || (d.id = ++nodeId); }); // Enter any new nodes at the parent's previous position. let nodeEnter = node.enter().append("g") .attr("class", "node") .attr("transform", (d) => { return "translate(" + source.y0 + "," + source.x0 + ")"; }) .on('click', click); nodeEnter.append("circle") .attr('class', 'nodeCircle') .attr("r", 0) .style("fill", (d) => { return d._children ? (d.color || "lightsteelblue") : "#fff"; }); let rect = nodeEnter.append("rect") .attr('class', 'nodeRect') .attr('x', (d) => 5) .attr('y', (d) => { return d.children || d._children ? 0 : -12 - getLines(splitWords(d.name, d)).length * 2; }) .attr('width', (d) => { return d.children || d._children ? 0 : 240; }) .attr('height', (d) => { return d.children || d._children ? 0 : getLines(splitWords(d.name, d)).length * 18; }) .attr('stroke', '#fff') .attr('fill', 'transparent') .attr('rx', 10); nodeEnter.append("text") .attr('class', 'nodeText') .attr("text-anchor", (d) => { return d.children || d._children ? "end" : "start"; }) .style("fill", (d) => { return d.children || d._children ? "#ddd" : "#fff"; }) .style("fill-opacity", 0) .on("mouseover", (d) => mouseOver(d)) .selectAll("tspan") .data(d => getLines(splitWords(d.name, d))) .enter() .append("tspan") .attr("x", (d) => { return d.children || d._children ? -8 : 8; }) .attr("y", (d, i) => i * lineHeight) .attr("dy", d => { if (d.children || d._children) { return '-1.2em'; } return '0em'; }) .text(d => d.text); // Change the circle fill depending on whether it has children and is collapsed node.select("circle.nodeCircle") .attr("r", d => { let maxChildLength = 0; if (d.children || d._children) { (d.children || d._children).forEach(c => { if ((c.children || c._children) && (c.children || c._children).length > maxChildLength) { maxChildLength = (c.children || c._children).length; } }); if ((d.children || d._children).length > maxChildLength) { maxChildLength = (d.children || d._children).length; } if (maxChildLength < 4) { maxChildLength = 4; } } else { maxChildLength = 1.5; } return (maxChildLength * 3 / 2) + "px"; }) .style("fill", (d) => { return d._children ? (d.color || "green") : "#fff"; }); // Transition nodes to their new position. let nodeUpdate = node.transition() .duration(duration) .attr("transform", (d) => { return "translate(" + d.y + "," + d.x + ")"; }); // Fade the text in nodeUpdate.select("text") .style("fill-opacity", 1); // Transition exiting nodes to the parent's new position. let nodeExit = node.exit().transition() .duration(duration) .attr("transform", (d) => { return "translate(" + source.y + "," + source.x + ")"; }) .remove(); nodeExit.select("circle") .attr("r", 0); nodeExit.select("text") .style("fill-opacity", 0); // Update the links… let link = svgGroup.selectAll("path.link") .data(links, (d) => { return d.target.id; }); // Enter any new links at the parent's previous position. link.enter().insert("path", "g") .attr("class", "link") .attr("stroke-width", d => { if (d.target.children || d.target._children) { return (d.target.children || d.target._children).length * 3 + "px"; } return "2px"; }) .attr("stroke", d => d.target.color || "#ccc") .attr("d", (d) => { const o = { x: source.x0, y: source.y0 }; return diagonal({ source: o, target: o }); }); // Transition links to their new position. link.transition() .duration(duration) .attr("d", diagonal); // Transition exiting nodes to the parent's new position. link.exit().transition() .duration(duration) .attr("d", (d) => { const o = { x: source.x, y: source.y }; return diagonal({ source: o, target: o }); }) .remove(); // Stash the old positions for transition. nodes.forEach((d) => { d.x0 = d.x; d.y0 = d.y; }); } // Append a group which holds all nodes and which the zoom Listener can act upon. let svgGroup = baseSvg.append("g"); // Define the root root = JSON.parse(JSON.stringify(data)); root.x0 = viewerHeight / 2; root.y0 = 0; // Layout the tree initially and center on the root node. collapse(root); update(root); centerNode(root); } drawChart(treeData); window.addEventListener('resize', () => { drawChart(treeData); });</script>  <div id='icon_wrapper'></div> <script> //jQuery(document).ready(function(){ jQuery(document).ready(function($){ function timeout() { setTimeout(function () { console.log('fired'); if(jQuery.fn.hasOwnProperty('magnificPopup')){ jQuery('.mptt-shortcode-wrapper').magnificPopup({ delegate: 'a', // child items selector, by clicking on it popup will open type: 'ajax', callbacks: { parseAjax: function(mfpResponse) { var title = $(mfpResponse.data).find('.post-title a').text(); var content = $(mfpResponse.data).find('.post-content').html(); mfpResponse.data ="<h4>"+title +'</h4>'+ content; } } }); } else{ timeout(); } }, 500); } if(jQuery('.mptt-shortcode-wrapper').length){ timeout(); } // jQuery('.mptt-shortcode-table:not(:first)').remove(); }); // }); </script> </body> </html>