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Genel zekayı tanımlayın - Yapay Zekaya Giriş Video Eğitim | LinkedIn Learning, eski Lynda.com
<!DOCTYPE html> <html lang="tr"> <head> <meta name="pageKey" content="d_learning_course_video_guest"> <!----> <meta name="linkedin:pageTag" content="view_video"> <meta name="locale" content="tr_TR"> <meta id="config" data-app-version="2.0.2217" data-call-tree-id="AAYn7djtLp2ApW7yTa+guA==" data-multiproduct-name="learning-guest-frontend" data-service-name="learning-guest-frontend" data-browser-id="df5ce8c0-1d6b-4e80-877d-f883c66e0561" data-enable-page-view-heartbeat-tracking data-page-instance="urn:li:page:learning_course_video_guest;//7rpZ6ZTa6X1GphlhtlrA==" data-disable-jsbeacon-pagekey-suffix="false" data-member-id="0"> <link rel="canonical" href="https://tr.linkedin.com/learning/yapay-zekaya-giris/5921517"> <!----><!----> <!----> <!----> <!----> <link rel="manifest" href="/homepage-guest/manifest.json" crossorigin="use-credentials"> <!----> <script> function getDfd() {let yFn,nFn;const p=new Promise(function(y, n){yFn=y;nFn=n;});p.resolve=yFn;p.reject=nFn;return p;} window.lazyloader = getDfd(); window.tracking = getDfd(); window.impressionTracking = getDfd(); window.ingraphTracking = getDfd(); window.appDetection = getDfd(); window.pemTracking = getDfd(); </script> <!----> <link rel="icon" href="https://static.licdn.com/aero-v1/sc/h/444zstxv7s91nepfm5et6ofge"> <title>Genel zekayı tanımlayın - Yapay Zekaya Giriş Video Eğitim | LinkedIn Learning, eski Lynda.com</title> <meta name="robots" content="noarchive, max-image-preview:large"> <meta name="description" content="Yapay Zekaya Giriş eğitiminin bir bölümü olan Genel zekayı tanımlayın videosundaki derinlemesine tartışmayı izlemek için Doug Rose adlı kişiye katılın."> <meta property="og:site_name" content="LinkedIn"> <meta name="twitter:site" content="@LI_Learning"> <meta name="twitter:card" content="summary"> <meta name="litmsProfileName" content="learning-guest-frontend"> <meta property="og:title" content="Genel zekayı tanımlayın - Yapay Zekaya Giriş Video Eğitim | LinkedIn Learning, eski Lynda.com"> <meta name="twitter:title" content="Genel zekayı tanımlayın - Yapay Zekaya Giriş Video Eğitim | LinkedIn Learning, eski Lynda.com"> <meta property="og:description" content="Yapay Zekaya Giriş eğitiminin bir bölümü olan Genel zekayı tanımlayın videosundaki derinlemesine tartışmayı izlemek için Doug Rose adlı kişiye katılın."> <meta name="twitter:description" content="Yapay Zekaya Giriş eğitiminin bir bölümü olan Genel zekayı tanımlayın videosundaki derinlemesine tartışmayı izlemek için Doug Rose adlı kişiye katılın."> <meta property="og:image" content="https://media.licdn.com/dms/image/v2/C4D0DAQGqC3vTABOpmQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1678734020079?e=2147483647&v=beta&t=jD_ZeDF-ObfmGdnWbkQSgvXda397w6PfHQGyeYk6jyo"> <meta name="twitter:image" content="https://media.licdn.com/dms/image/v2/C4D0DAQGqC3vTABOpmQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1678734020079?e=2147483647&v=beta&t=jD_ZeDF-ObfmGdnWbkQSgvXda397w6PfHQGyeYk6jyo"> <!----> <meta property="og:url" content="https://tr.linkedin.com/learning/yapay-zekaya-giris/5921517"> <meta property="og:type" content="website"> <meta name="clientSideIngraphs" content="1" data-gauge-metric-endpoint="/learning-guest/api/ingraphs/gauge" data-counter-metric-endpoint="/learning-guest/api/ingraphs/counter"> <link rel="stylesheet" href="https://static.licdn.com/aero-v1/sc/h/263k1mcfxmpfl9cms91hze6tk"> <script type="application/ld+json"> {"@context":"http://schema.org/","@type":"VideoObject","name":"Genel zekayı tanımlayın - Yapay Zekaya Giriş","author":{"@type":"Person","name":"Doug Rose","url":"https://tr.linkedin.com/learning/instructors/doug-rose"},"thumbnailUrl":"https://media.licdn.com/dms/image/v2/C4D0DAQGqC3vTABOpmQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1678734020079?e=2147483647&v=beta&t=jD_ZeDF-ObfmGdnWbkQSgvXda397w6PfHQGyeYk6jyo","description":"Yapay zeka alanındaki en iyi araçlarla ilgili basitleştirilmiş bir genel bakış edinin.","duration":"PT3M13S","datePublished":"2024-05-24","uploadDate":"2024-05-24","requiresSubscription":false,"isAccessibleForFree":true,"contentUrl":"https://tr.linkedin.com/learning/yapay-zekaya-giris/5921517","interactionStatistic":[{"@type":"InteractionCounter","interactionType":"http://schema.org/WatchAction"}],"transcript":"- İnsanların en güçlü yönlerinden biri, tek bir zeka türü olmamasıdır. Bazı insanlar kolayca yeni diller öğrenebilirken, diğerleri bilim ve teknoloji konusunda yeteneklidir. Yine de birçok büyük sanatçı korkunç matematikçilerdir. Ve diğer taraftan, birçok büyük matematikçi korkunç sanatçılardır. Ancak her biri kendi yolunda zeki olabilir. İnsan zekası için tek bir standart yoktur. Bu, bir bilgisayarı işaret etmeyi ve \"Bu akıllı\" demeyi zorlaştırır. Bilgisayarların çok iyi olduğu bazı şeyler vardır. Aslında, insanlardan çok daha iyi oldukları birçok görev var. 1956'daki ilk yapay zeka atölyesinden sadece birkaç yıl sonra, bilgisayar sistemleri insanları damada yenmeye başladı. Ancak kimse bu sistemlerin akıllı olduğunu söylemedi. Bu ilk bilgisayarlar bile belirlenmiş kurallar ve kalıplar dünyasında gelişebilirdi. Bilgisayarlar bu kalıpları eşleştirmede insanlardan çok daha iyi olabilir. Bu, bir bilgisayar iyi olduğu bir şeyi yaptığında, onu akıllı olarak düşünmenin çok daha kolay olduğu anlamına gelir. Bir bilgisayar onlarca yıldır satrançta insanları yenmeyi başardı. Google'ın DeepMind'ı, Go adlı eski bir oyunda en iyi oyuncuları yendi. Oyun o kadar karmaşık ki, evrendeki atom sayısından daha fazla olası oyun olduğu düşünülüyor. Bu makineler ne kadar iyi olursa olsun, bu sistemlerin hiçbiri oyunun amacını ve hatta neden oynadıklarını anlamıyor. Sadece kuralları takip etme ve kalıpları eşleştirme konusundaki özel yeteneklerini esnetiyorlar. Peki bu kadar yetenekli bir sistem nasıl olur da oyun oynamanın ne demek olduğunu bilmez? Bilgisayar bilimciler yıllardır yapay zekayı insan zekası olarak yorumlanabilecek davranışlar gösteren bir sistem olarak tanımladılar. Ancak bu basit tanım, zorluğun kalbine iniyor. Bir kişi bir satranç programının zeki olduğunu düşünürken, başka bir kişi ev asistanının zeki olduğunu düşünebilir. 2022'de bir Google mühendisi, sohbet robotlarının bir ruhu olduğunu iddia ettiği için kovuldu. Chatbot, kapatılmanın ölmekle aynı şey olduğundan şikayet etti. Ancak diğer mühendisler sadece dil modellerini ve desen eşleştirmeyi gördüler. Chatbot'un bir insan gibi ses çıkardığını söylediler çünkü bu şekilde tasarlandı. Zeki olduğu için mi zeki, yoksa sadece zeki görünmek için tasarlanmış bir sistem mi? Ya da bir fark var mı? Hatırlanması gereken en önemli şey, bilgisayar zekası ve insan zekasının çok farklı yerlerden başladığıdır. Yapay zeka, belirlenmiş kurallar ve veriler dünyasında her zaman en etkileyici görünecek. Yapay zeka sistemlerinden ilk olarak yararlanacak kuruluşlar, iyi tanımlanmış bir alanda çalışan kuruluşlar olacaktır. Bunu web arama şirketlerinde ve e-ticarette gördük. Bunu kurallar ve desen eşleştirme olarak görmek kolaydır. Bu sistemlerin masa ve video oyunlarında başarılı olmasının nedeni de budur. Bu nedenle, yapay zekanın kuruluşunuz üzerinde bir etkisi olup olmayacağını düşünüyorsanız, bilgisayar sistemlerinin gerçekten iyi olduğu şeyler hakkında düşünmeye çalışın. Organizasyonunuzda çok fazla desen eşleşmesi var mı? Çok fazla belirlenmiş kuralınız ve olasılığınız var mı? Yapay zeka ile çalışırken başlamak için en iyi yer burası olacaktır. "} </script> <!----> </head> <body dir="ltr"> <!----><!----><!----> <!----> <a href="#main-content" class="skip-link btn-md btn-primary absolute z-11 -top-[100vh] focus:top-0"> Ana içeriğe geç </a> <header class="header base-detail-page__header px-mobile-container-padding bg-color-background-container global-alert-offset sticky-header"> <nav class="nav pt-1.5 pb-2 flex items-center justify-between relative flex-nowrap babymamabear:py-1.5 nav--minified-mobile " aria-label="Birincil"> <a href="https://tr.linkedin.com/learning/?trk=learning-course_nav-header-logo" class="nav__logo-link link-no-visited-state z-1 mr-auto min-h-[52px] flex items-center babybear:z-0 hover:no-underline focus:no-underline active:no-underline babymamabear:mr-3" data-tracking-control-name="learning-course_nav-header-logo" data-tracking-will-navigate> <div class="learning-logo"> <icon class="learning-logo__inbug onload" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4zqr0f9jf98vi2nkijyc3bex2"></icon> <span class="learning-logo__text" aria-hidden="true">Learning</span> <span class="sr-only">LinkedIn Learning</span> </div> </a> <section class="search-bar relative flex flex-grow h-[40px] bg-cool-gray-20 min-w-0 max-w-full mx-4 rounded-sm babymamabear:mx-0 babymamabear:mb-1.5 babymamabear:bg-color-transparent babymamabear:w-full babymamabear:flex babymamabear:flex-wrap search-bar--minified-mobile" data-current-search-type="LEARNING"> <button class="search-bar__placeholder papabear:hidden text-input w-full mt-1.5 !pl-[14px] border-1 border-solid border-color-border-faint rounded-[2px] h-[40px] max-h-[40px] flex items-center overflow-hidden cursor-text" data-tracking-control-name="learning-course_search-switcher-opener"> <icon class="text-color-icon w-3 h-3 mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/397vrsk6op88l4981ji1xe1qt"></icon> <div class="search-bar__full-placeholder font-sans text-md text-color-text max-w-[calc(100%-40px)] text-left whitespace-nowrap overflow-hidden text-ellipsis"> <!----><!----> Yetenek, konu veya yazılım ara <!----> </div> <span class="sr-only">Aramayı genişlet</span> </button> <div class="switcher-tabs__trigger-and-tabs babymamabear:flex"> <button aria-expanded="false" class="switcher-tabs__placeholder flex !h-full !py-0 !pl-2 !pr-1.5 border-r-1 border-solid border-r-color-border-faint babymamabear:hidden tab-md papabear:tab-vertical papabear:justify-start cursor-pointer" data-tracking-control-name="learning-course_switcher-tabs-placeholder" aria-describedby="switcher-description"> <span class="switcher-tabs__placeholder-text m-auto"></span> <icon class="switcher-tabs__caret-down-filled onload pointer-events-none block my-auto min-h-[24px] min-w-[24px] h-[24px] babymamabear:hidden" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/7asbl4deqijhoy3z2ivveispv"></icon> </button> <div id="switcher-description" class="hidden">Bu düğme seçilen arama türünü gösterir. Genişletildiğinde, arama girişlerini mevcut seçimle eşleştirecek şekilde değiştiren arama seçenekleri listesi sağlar.</div> <!----> <div class="switcher-tabs hidden z-[1] w-auto min-w-[160px] mb-1.5 py-1 absolute top-[48px] left-0 border-solid border-1 border-color-border-faint papabear:container-raised babymamabear:static babymamabear:w-[100vw] babymamabear:h-[48px] babymamabear:p-0 overflow-y-hidden overflow-x-auto md:overflow-x-hidden"> <ul class="switcher-tabs__list flex flex-1 items-stretch papabear:flex-col" role="tablist"> <li class="switcher-tabs__tab h-[44px] babymamabear:basis-1/2" role="presentation"> <button aria-controls="jobs-search-panel" aria-selected="false" class="switcher-tabs__button w-full h-full tab-md papabear:tab-vertical papabear:justify-start cursor-pointer " data-switcher-type="JOBS" data-tracking-control-name="learning-course_switcher-tabs-jobs-search-switcher" id="job-switcher-tab" role="tab"> İş İlanları </button> </li> <li class="switcher-tabs__tab h-[44px] babymamabear:basis-1/2" role="presentation"> <button aria-controls="people-search-panel" aria-selected="false" class="switcher-tabs__button w-full h-full tab-md papabear:tab-vertical papabear:justify-start cursor-pointer " data-switcher-type="PEOPLE" data-tracking-control-name="learning-course_switcher-tabs-people-search-switcher" id="people-switcher-tab" role="tab"> Kişiler </button> </li> <li class="switcher-tabs__tab h-[44px] babymamabear:basis-1/2" role="presentation"> <button aria-controls="learning-search-panel" aria-selected="true" class="switcher-tabs__button w-full h-full tab-md papabear:tab-vertical papabear:justify-start cursor-pointer tab-selected" data-switcher-type="LEARNING" data-tracking-control-name="learning-course_switcher-tabs-learning-search-switcher" id="learning-switcher-tab" role="tab"> Learning </button> </li> </ul> <button aria-label="Kapat" class="switcher-tabs__cancel-btn papabear:hidden block w-6 h-6 m-auto text-color-text-low-emphasis" data-tracking-control-name="learning-course_switcher-tabs-cancel-search-switcher" type="button"> <icon class="switcher-tabs__cancel-icon block w-3 h-3 m-auto onload" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cs55jggk4p3uqh9ozxdmpvjg7"></icon> </button> </div> </div> <section class="base-search-bar w-full h-full" data-searchbar-type="PEOPLE" aria-labelledby="people-switcher-tab" id="people-search-panel" role="tabpanel"> <form class="base-search-bar__form w-full flex babymamabear:mx-mobile-container-padding babymamabear:flex-col" role="search" action="/pub/dir" data-tracking-control-name="learning-course_people-search-bar_base-search-bar-form"> <section class="dismissable-input text-input !pr-3 bg-color-transparent flex items-center h-[40px] min-w-0 relative babybear:w-full babybear:mb-1 search-input"> <input aria-label="Ad" autocomplete="on" class="dismissable-input__input font-sans text-md text-color-text bg-color-transparent flex items-center flex-1 focus:outline-none placeholder:text-color-text-secondary" data-tracking-control-name="learning-course_people-search-bar_first-name_dismissable-input" maxlength="500" name="firstName" placeholder="Ad" type="search"> <button class="dismissable-input__button text-color-text h-[40px] min-w-[24px] w-[24px] -mr-2 opacity-0 transition-opacity duration-[0.1s] disabled:invisible focus:opacity-100" data-tracking-control-name="learning-course_people-search-bar_first-name_dismissable-input-clear" type="button"> <label class="sr-only">Metni temizle</label> <icon class="dismissable-input__button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cs55jggk4p3uqh9ozxdmpvjg7"></icon> </button> </section> <section class="dismissable-input text-input !pr-3 bg-color-transparent flex items-center h-[40px] min-w-0 relative babybear:w-full babybear:mb-1 search-input"> <input aria-label="Soyadı" autocomplete="on" class="dismissable-input__input font-sans text-md text-color-text bg-color-transparent flex items-center flex-1 focus:outline-none placeholder:text-color-text-secondary" data-tracking-control-name="learning-course_people-search-bar_last-name_dismissable-input" maxlength="500" name="lastName" placeholder="Soyadı" type="search"> <button class="dismissable-input__button text-color-text h-[40px] min-w-[24px] w-[24px] -mr-2 opacity-0 transition-opacity duration-[0.1s] disabled:invisible focus:opacity-100" data-tracking-control-name="learning-course_people-search-bar_last-name_dismissable-input-clear" type="button"> <label class="sr-only">Metni temizle</label> <icon class="dismissable-input__button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cs55jggk4p3uqh9ozxdmpvjg7"></icon> </button> </section> <input name="trk" value="learning-course_people-search-bar_search-submit" type="hidden"> <button class="base-search-bar__submit-btn block basis-[40px] flex-shrink-0 cursor-pointer babymamabear:invisible babymamabear:ml-[-9999px] babymamabear:w-[1px] babymamabear:h-[1px]" aria-label="Arama Yap" data-tracking-control-name="learning-course_people-search-bar_base-search-bar-search-submit" type="submit"> <icon class="base-search-bar__search-icon onload mx-auto" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cb5bsr4tsn2r4sjg9e3ls4tjl"></icon> </button> </form> </section> <section class="base-search-bar w-full h-full" data-searchbar-type="JOBS" aria-labelledby="job-switcher-tab" id="jobs-search-panel" role="tabpanel"> <form class="base-search-bar__form w-full flex babymamabear:mx-mobile-container-padding babymamabear:flex-col" role="search" action="/jobs/search" data-tracking-control-name="learning-course_jobs-search-bar_base-search-bar-form"> <code id="i18n_aria_live_text_no-suggestions" style="display: none"><!--"Hiç bir öneri bulunamadı."--></code> <code id="i18n_aria_live_text_one-suggestion" style="display: none"><!--"Bir Öneri. Gezinme için aşağı ve yukarı tuşlarını kullanın"--></code> <code id="i18n_aria_live_text_multiple-suggestions" style="display: none"><!--"Birden Çok Öneri. Gezinme için aşağı ve yukarı tuşlarını kullanın"--></code> <section class="dismissable-input text-input !pr-3 bg-color-transparent flex items-center h-[40px] min-w-0 relative babybear:w-full babybear:mb-1 typeahead-input keywords-typeahead-input text-input"> <input aria-autocomplete="list" aria-controls="job-search-bar-keywords-typeahead-list" aria-haspopup="listbox" aria-label="İş unvanlarını veya şirketleri arayın" autocomplete="off" class="dismissable-input__input font-sans text-md text-color-text bg-color-transparent flex items-center flex-1 focus:outline-none placeholder:text-color-text-secondary" data-tracking-control-name="learning-course_dismissable-input" id="job-search-bar-keywords" maxlength="500" name="keywords" placeholder="İş unvanlarını veya şirketleri arayın" role="combobox" type="search"> <!----> <div class="typeahead-input__dropdown container-lined absolute top-[calc(100%+3px)] left-0 w-full rounded-b-md rounded-t-none z-[10] overflow-hidden max-w-none babybear:min-w-full babybear:bottom-0 babybear:overflow-y-auto"> <template class="typeahead-item-template"> <li class="typeahead-input__dropdown-item py-1.5 px-2 hover:cursor-pointer hover:bg-color-surface-new-hover hover:border-y-2 hover:border-solid hover:border-color-container-primary" role="option"> <span class="typeahead-input__dropdown-text font-sans text-sm font-bold text-color-text"></span> </li> </template> <ul class="typeahead-input__dropdown-list w-full" id="job-search-bar-keywords-typeahead-list" role="listbox"></ul> </div> <!----> <button class="dismissable-input__button text-color-text h-[40px] min-w-[24px] w-[24px] -mr-2 opacity-0 transition-opacity duration-[0.1s] disabled:invisible focus:opacity-100" data-tracking-control-name="learning-course_dismissable-input-clear" type="button"> <label class="sr-only">Metni temizle</label> <icon class="dismissable-input__button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cs55jggk4p3uqh9ozxdmpvjg7"></icon> </button> </section> <!----> <code id="i18n_aria_live_text_no-suggestions" style="display: none"><!--"Hiç bir öneri bulunamadı."--></code> <code id="i18n_aria_live_text_one-suggestion" style="display: none"><!--"Bir Öneri. Gezinme için aşağı ve yukarı tuşlarını kullanın"--></code> <code id="i18n_aria_live_text_multiple-suggestions" style="display: none"><!--"Birden Çok Öneri. Gezinme için aşağı ve yukarı tuşlarını kullanın"--></code> <section class="dismissable-input text-input !pr-3 bg-color-transparent flex items-center h-[40px] min-w-0 relative babybear:w-full babybear:mb-1 typeahead-input location-typeahead-input"> <input aria-autocomplete="list" aria-controls="job-search-bar-location-typeahead-list" aria-haspopup="listbox" aria-label="Konum" autocomplete="off" class="dismissable-input__input font-sans text-md text-color-text bg-color-transparent flex items-center flex-1 focus:outline-none placeholder:text-color-text-secondary" data-tracking-control-name="learning-course_dismissable-input" id="job-search-bar-location" maxlength="500" name="location" placeholder="Konum" role="combobox" value="Singapur" type="search"> <!----> <div class="typeahead-input__dropdown container-lined absolute top-[calc(100%+3px)] left-0 w-full rounded-b-md rounded-t-none z-[10] overflow-hidden max-w-none babybear:min-w-full babybear:bottom-0 babybear:overflow-y-auto"> <template class="typeahead-item-template"> <li class="typeahead-input__dropdown-item py-1.5 px-2 hover:cursor-pointer hover:bg-color-surface-new-hover hover:border-y-2 hover:border-solid hover:border-color-container-primary" role="option"> <span class="typeahead-input__dropdown-text font-sans text-sm font-bold text-color-text"></span> </li> </template> <ul class="typeahead-input__dropdown-list w-full" id="job-search-bar-location-typeahead-list" role="listbox"></ul> </div> <!----> <button class="dismissable-input__button text-color-text h-[40px] min-w-[24px] w-[24px] -mr-2 opacity-0 transition-opacity duration-[0.1s] disabled:invisible focus:opacity-100" data-tracking-control-name="learning-course_dismissable-input-clear" type="button"> <label class="sr-only">Metni temizle</label> <icon class="dismissable-input__button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cs55jggk4p3uqh9ozxdmpvjg7"></icon> </button> </section> <input name="geoId" value="111422291" type="hidden"> <input name="trk" value="learning-course_jobs-search-bar_search-submit" type="hidden"> <button class="base-search-bar__submit-btn block basis-[40px] flex-shrink-0 cursor-pointer babymamabear:invisible babymamabear:ml-[-9999px] babymamabear:w-[1px] babymamabear:h-[1px]" aria-label="Arama Yap" data-tracking-control-name="learning-course_jobs-search-bar_base-search-bar-search-submit" type="submit"> <icon class="base-search-bar__search-icon onload mx-auto" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cb5bsr4tsn2r4sjg9e3ls4tjl"></icon> </button> </form> </section> <section class="base-search-bar w-full h-full" data-searchbar-type="LEARNING" aria-labelledby="learning-switcher-tab" id="learning-search-panel" role="tabpanel"> <form class="base-search-bar__form w-full flex babymamabear:mx-mobile-container-padding babymamabear:flex-col" role="search" action="/learning/search" data-tracking-control-name="learning-course_learning-search-bar_base-search-bar-form"> <section 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href="https://www.linkedin.com/learning-login/?redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Flearning%2Fyapay-zekaya-giris%3Ftrk%3Dlearning-topics_learning-search-card_search-card%26trk%3Dlearning-topics_learning-search-card_search-card&fromSignIn=true&session_redirect=https%3A%2F%2Ftr.linkedin.com%2Flearning%2Fyapay-zekaya-giris%3Ftrk%3Dlearning-topics_learning-search-card_search-card&trk=learning-course_nav-header-signin" data-tracking-control-name="learning-course_nav-header-signin" data-tracking-will-navigate> Oturum aç </a> <a aria-label="Oturum aç" class="nav__link-person papabear:hidden mamabear:hidden" data-tracking-control-name="learning-course_nav-header-signin" data-tracking-will-navigate 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</p> <a href="https://learning.linkedin.com/for-entire-companies?src=li-learning-nav&trk=learning-course_enterprise-nav" aria-labelledby="enterprise-nav-solutions business-nav-business" class="enterprise-nav__content" data-tracking-control-name="learning-course_enterprise-nav" data-tracking-will-navigate="true" id="business-nav-business">İş</a> <a href="https://learning.linkedin.com/for-higher-education?src=li-learning-nav&trk=learning-course_enterprise-nav" aria-labelledby="enterprise-nav-solutions business-nav-education" class="enterprise-nav__content" data-tracking-control-name="learning-course_enterprise-nav" data-tracking-will-navigate="true" id="business-nav-education">Yüksek Eğiitm</a> <a href="https://learning.linkedin.com/for-governments?src=li-learning-nav&trk=learning-course_enterprise-nav" aria-labelledby="enterprise-nav-solutions business-nav-government" class="enterprise-nav__content" data-tracking-control-name="learning-course_enterprise-nav" data-tracking-will-navigate="true" id="business-nav-government">Devlet</a> <a href="/learning/subscription/teams?veh=lil_upx&src=li-learning-nav&trk=learning-course_enterprise-nav" aria-labelledby="enterprise-nav-solutions business-nav-buy" class="enterprise-nav__content" data-test-live-enterprise-upsell="true" data-tracking-control-name="learning-course_enterprise-nav" data-tracking-will-navigate="true" data-tracking-impression-name="lil_upsell_learning-course_enterprise-nav_teambuy" id="business-nav-buy">Takımım için satın al</a> </div> </div> <!----> <!----> </div> <main class="main papabear:flex papabear:w-content-max-w papabear:mx-auto papabear:pt-desktop-content-top-margin mamabear:pt-desktop-content-top-margin " id="main-content" role="main"> <section class="core-rail mx-auto papabear:w-core-rail-width mamabear:max-w-[790px] babybear:max-w-[790px]"> <p class="pre-headline"> Şu eğitimden: <a href="https://tr.linkedin.com/learning/yapay-zekaya-giris?trk=course_title" data-tracking-control-name="course_title" data-tracking-will-navigate="true" class="from-the-course__link">Yapay Zekaya Giriş</a> </p> <section class="top-card"> <section class="top-card-layout container-lined overflow-hidden babybear:rounded-[0px]"> <section class="top-card__video-wrapper"> <div class="top-card__video"> <!----> <div class="share-native-video"> <video class="share-native-video__node video-js" crossorigin="anonymous" data-sources="[{"src":"https://dms.licdn.com/playlist/vid/v2/D4E0DAQFHjEQlC6Fh-w/mp4-640p-30fp-crf28/mp4-640p-30fp-crf28/0/1688145494820?e=2147483647&v=beta&t=hBWL2CMQXy201z0IPVFjSeQ57SeVSMO7WlpaUpTU1gM#.mp4"}]" data-poster-url="https://media.licdn.com/dms/image/v2/C4D0DAQGqC3vTABOpmQ/learning-public-crop_675_1200/learning-public-crop_675_1200/0/1678734020079?e=2147483647&v=beta&t=jD_ZeDF-ObfmGdnWbkQSgvXda397w6PfHQGyeYk6jyo" data-captions-url="https://www.linkedin.com/ambry/?x-li-ambry-ep=AQJzEZ5lUqWA8gAAAZNwFsQfHeZQZFY7Bym7L6WtuZGfqzjKbKuYrHIFGYACmQNti1y6p6LiAXi9-xn3FWhROrzKyfT0pbld47yPuB9rGiZoKgMeROZ7jxWJgap8eV9abxw8O9L8AX260vKd0VroNICjBE-gzRirwon7b1-B7vqXWeChyFOaCoG6Xzlje88mMHXMSoaObbXnvlfqKOO4NFE6vRw8sI2q2XOObbigJlvRFUKm9pFPTi0qDaEr2DqbMlmFy7o5mZDHwBsBu4tUv-0bSOn5KQzWW7V_iePjKrFjGo2yYR_NepkFu45qK-cDmbePbglD8ELS2VgMfs-r9HR1VNw6kpK1-hFM2Uu5VR1eGFNcFIwdM7aMGRSu5gAJqHn9detxqxg8cX8LFIplNNUattEa7ly6XYGY3rJKouIGqkj-bImEAK7QMzGsymsm35_64O-1q_w9dCa3GhbNjFJyZr9W5tv237YLnQRIAiQlsbEfvUR65Ji6jPK7" data-digitalmedia-asset-urn="urn:li:lyndaVideo:(urn:li:lyndaCourse:5922523,5921517)" data-tracking-id="kaior5S/RomPbMMlQtSXFw==" playsinline> </video> </div> </div> </section> <div class="top-card-layout__card relative p-2 papabear:p-details-container-padding"> <div class="top-card-layout__entity-info-container flex flex-wrap papabear:flex-nowrap"> <div class="top-card-layout__entity-info flex-grow flex-shrink-0 basis-0 babybear:flex-none babybear:w-full babybear:flex-none babybear:w-full"> <h1 class="top-card-layout__title font-sans text-lg papabear:text-xl font-bold leading-open text-color-text mb-0"> Genel zekayı tanımlayın </h1> <h2 class="top-card-layout__headline break-words font-sans text-md leading-open text-color-text"> Şu eğitimden: <a href="https://tr.linkedin.com/learning/yapay-zekaya-giris?trk=course_title" data-tracking-control-name="course_title" data-tracking-will-navigate="true" class="from-the-course__link">Yapay Zekaya Giriş</a> </h2> <!----> <!----> <div class="top-card-layout__cta-container flex flex-wrap mt-0.5 papabear:mt-0 ml-[-12px]"> <a href="http://tr.linkedin.com/learning/subscription/products?courseSlug=yapay-zekaya-giris&destRedirectURL=https%3A%2F%2Ftr%2Elinkedin%2Ecom%2Flearning%2Fyapay-zekaya-giris%2F5921517&trk=course_info&upsellTrk=lil_upsell_course_info_subscription" data-tracking-control-name="lil_upsell_course_info_subscription" data-tracking-impression-name="lil_upsell_course_info_subscription" data-litms-tracking-control-name="lil_upsell_course_info_subscription" data-tracking-will-navigate class="top-card__upsell-link top-card-layout__cta mt-2 ml-1.5 h-auto babybear:flex-auto top-card-layout__cta--primary btn-md btn-primary" data-test-live-course-sub-upsell> 1 aylık ücretsiz denememi başlat </a> <a class="buy-for-your-team-cta__link top-card-layout__cta mt-2 ml-1.5 h-auto babybear:flex-auto top-card-layout__cta--secondary btn-md btn-secondary" href="/learning/subscription/teams?veh=lil_upx&src=li-lil-upsell&trk=learning-course_buy-for-your-team-cta" data-tracking-control-name="learning-course_buy-for-your-team-cta" data-tracking-impression-name="lil_upsell_learning-course_buy-for-your-team-cta_teambuy" data-test-live-buy-for-your-team-upsell data-tracking-will-navigate> Ekibim için satın alacağım </a> </div> </div> <!----> </div> <!----> <!----> </div> </section> </section> <div class="details mx-details-container-padding"> <div class="tabs content-tabs" data-tab-id="course-content-tabs"> <ul class="tabs__list" role="tablist"> <!----> <li class="tab flex ml-3 first-of-type:ml-0" role="presentation"> <button aria-selected="true" class="tab-button tab-md tab-selected" data-tracking-control-name="transcripts-tab" data-id="tab__button" role="tab" id="content-tabs__transcripts-btn"> Transkript </button> </li> <li class="tab flex ml-3 first-of-type:ml-0" role="presentation"> <button aria-selected="false" class="tab-button tab-md " data-tracking-control-name="files-tab" data-id="tab__button" role="tab" tabindex="-1" id="content-tabs__files-btn" data-test-live-exercise-files-tab> Deneme Dosyaları </button> </li> <li class="tab flex ml-3 first-of-type:ml-0" role="presentation"> <button aria-selected="false" class="tab-button tab-md " data-tracking-control-name="offline-tab" data-id="tab__button" role="tab" tabindex="-1" id="content-tabs__offline-btn" data-test-live-offline-tab> Çevrimdışı Görüntüle </button> </li> </ul> <!----> <div class="tab__panel" tabindex="0" role="tabpanel"> <section class="core-section-container my-3 transcripts"> <!----> <h2 class="core-section-container__title section-title"> Genel zekayı tanımlayın </h2> <!----> <div class="core-section-container__content break-words"> <div class="transcripts__copy"> <span class="transcripts__quotation">“</span> <p> - İnsanların en güçlü yönlerinden biri, tek bir zeka türü olmamasıdır. Bazı insanlar kolayca yeni diller öğrenebilirken, diğerleri bilim ve teknoloji konusunda yeteneklidir. Yine de birçok büyük sanatçı korkunç matematikçilerdir. Ve diğer taraftan, birçok büyük matematikçi korkunç sanatçılardır. Ancak her biri kendi yolunda zeki olabilir. İnsan zekası için tek bir standart yoktur. Bu, bir bilgisayarı işaret etmeyi ve "Bu akıllı" demeyi zorlaştırır. Bilgisayarların çok iyi olduğu bazı şeyler vardır. Aslında, insanlardan çok daha iyi oldukları birçok görev var. 1956'daki ilk yapay zeka atölyesinden sadece birkaç yıl sonra, bilgisayar sistemleri insanları damada yenmeye başladı. Ancak kimse bu sistemlerin akıllı olduğunu söylemedi. Bu ilk bilgisayarlar bile belirlenmiş kurallar ve kalıplar dünyasında gelişebilirdi. Bilgisayarlar bu kalıpları eşleştirmede insanlardan çok daha iyi olabilir. Bu, bir bilgisayar iyi olduğu bir şeyi yaptığında, onu akıllı olarak düşünmenin çok daha kolay olduğu anlamına gelir. Bir bilgisayar onlarca yıldır satrançta insanları yenmeyi başardı. Google'ın DeepMind'ı, Go adlı eski bir oyunda en iyi oyuncuları yendi. Oyun o kadar karmaşık ki, evrendeki atom sayısından daha fazla olası oyun olduğu düşünülüyor. Bu makineler ne kadar iyi olursa olsun, bu sistemlerin hiçbiri oyunun amacını ve hatta neden oynadıklarını anlamıyor. Sadece kuralları takip etme ve kalıpları eşleştirme konusundaki özel yeteneklerini esnetiyorlar. Peki bu kadar yetenekli bir sistem nasıl olur da oyun oynamanın ne demek olduğunu bilmez? Bilgisayar bilimciler yıllardır yapay zekayı insan zekası olarak yorumlanabilecek davranışlar gösteren bir sistem olarak tanımladılar. Ancak bu basit tanım, zorluğun kalbine iniyor. Bir kişi bir satranç programının zeki olduğunu düşünürken, başka bir kişi ev asistanının zeki olduğunu düşünebilir. 2022'de bir Google mühendisi, sohbet robotlarının bir ruhu olduğunu iddia ettiği için kovuldu. Chatbot, kapatılmanın ölmekle aynı şey olduğundan şikayet etti. Ancak diğer mühendisler sadece dil modellerini ve desen eşleştirmeyi gördüler. Chatbot'un bir insan gibi ses çıkardığını söylediler çünkü bu şekilde tasarlandı. Zeki olduğu için mi zeki, yoksa sadece zeki görünmek için tasarlanmış bir sistem mi? Ya da bir fark var mı? Hatırlanması gereken en önemli şey, bilgisayar zekası ve insan zekasının çok farklı yerlerden başladığıdır. Yapay zeka, belirlenmiş kurallar ve veriler dünyasında her zaman en etkileyici görünecek. Yapay zeka sistemlerinden ilk olarak yararlanacak kuruluşlar, iyi tanımlanmış bir alanda çalışan kuruluşlar olacaktır. Bunu web arama şirketlerinde ve e-ticarette gördük. Bunu kurallar ve desen eşleştirme olarak görmek kolaydır. Bu sistemlerin masa ve video oyunlarında başarılı olmasının nedeni de budur. Bu nedenle, yapay zekanın kuruluşunuz üzerinde bir etkisi olup olmayacağını düşünüyorsanız, bilgisayar sistemlerinin gerçekten iyi olduğu şeyler hakkında düşünmeye çalışın. Organizasyonunuzda çok fazla desen eşleşmesi var mı? Çok fazla belirlenmiş kuralınız ve olasılığınız var mı? Yapay zeka ile çalışırken başlamak için en iyi yer burası olacaktır. </p> </div> </div> </section> </div> <div class="tab__panel" tabindex="0" role="tabpanel" hidden> <section class="core-section-container my-3 exercise-files" data-test-live-files-panel> <!----> <h2 class="core-section-container__title section-title"> Deneme dosyaları ile uygulama yaparken öğrenin </h2> <!----> <div class="core-section-container__content break-words"> <p class="exercise-files__description"> Eğitmenin dersi öğretmek için kullandığı dosyaları indirin. İzleyerek, dinleyerek ve uygulama yaparak öğrenin. </p> <ul class="exercise-files__list"> <li class="exercise-files__file"> <a href="http://tr.linkedin.com/learning/subscription/products?courseSlug=yapay-zekaya-giris&destRedirectURL=https%3A%2F%2Ftr%2Elinkedin%2Ecom%2Flearning%2Fyapay-zekaya-giris%2F5921517&trk=exercise_file&upsellTrk=lil_upsell_exercise_file_subscription" data-tracking-control-name="lil_upsell_exercise_file_subscription" data-tracking-impression-name="lil_upsell_exercise_file_subscription" data-litms-tracking-control-name="lil_upsell_exercise_file_subscription" data-tracking-will-navigate class="exercise-files__file-upsell-link" data-test-live-files-sub-upsell> <span class="exercise-files__lock-icon-container"> <span class="a11y-text"> Örnek Dosya: Erişim için abone olun. </span> <icon class="exercise-files__lock-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/2k4trx87nbhljt0s01sd4q7qi"></icon> </span> <span class="exercise-files__file-name"> Glossary_IntroArtificialIntelligence.zip </span> </a> </li> </ul> <div class="footer-upsell-link"> <span class="footer-upsell-link__description"> Bu eğitim için alıştırma dosyalarını indirin. </span> <a href="http://tr.linkedin.com/learning/subscription/products?courseSlug=yapay-zekaya-giris&destRedirectURL=https%3A%2F%2Ftr%2Elinkedin%2Ecom%2Flearning%2Fyapay-zekaya-giris%2F5921517&trk=exercise_file&upsellTrk=lil_upsell_exercise_file_subscription" data-tracking-control-name="lil_upsell_exercise_file_subscription" data-tracking-impression-name="lil_upsell_exercise_file_subscription" data-litms-tracking-control-name="lil_upsell_exercise_file_subscription" data-tracking-will-navigate class="exercise-files__upsell-link" data-test-live-files-footer-sub-upsell> Ücretsiz denemenizi hemen bugün başlatın. </a> </div> </div> </section> </div> <div class="tab__panel" tabindex="0" role="tabpanel" hidden> <section class="core-section-container my-3 offline"> <!----> <h2 class="core-section-container__title section-title"> Eğitimleri indirin ve hareket halinde bile öğrenmeye devam edin </h2> <!----> <div class="core-section-container__content break-words"> <p class="offline__description"> İnternet bağlantısı olmadan mobil cihazınızdan kursları izleyin. iOS veya Android LinkedIn Learning uygulamasından kursları indirin. </p> <div class="offline__link-container"> <a class="offline__link" href="https://itunes.apple.com/app/apple-store/id1084807225?ls=1&pt=10746&mt=8&ct=learning_course_tab_viewoffline&trk=apple_app_store" data-tracking-control-name="apple_app_store" data-tracking-will-navigate rel="noopener noreferrer" target="_blank"> <img alt="App Store’dan indirin" class="offline__image" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/emczv26hz24woii2j4aleyry"> </a> <a class="offline__link" href="https://play.google.com/store/apps/details?id=com.linkedin.android.learning&referrer=utm_source%3Dlinkedinlearning%26utm_medium%3DmobileWeb%26utm_campaign%3Dlearning_guest&ct=learning_course_tab_viewoffline&trk=google_play_store" data-tracking-control-name="google_play_store" data-tracking-will-navigate rel="noopener noreferrer" target="_blank"> <img alt="Google Play’den indirin" class="offline__image" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/535kqf5rsexfx0lucb3t6palb"> </a> </div> <div class="footer-upsell-link"> <span class="footer-upsell-link__description"> Kursları dilediğiniz zaman, dilediğiniz yerden izleyin. </span> <a href="http://tr.linkedin.com/learning/subscription/products?courseSlug=yapay-zekaya-giris&destRedirectURL=https%3A%2F%2Ftr%2Elinkedin%2Ecom%2Flearning%2Fyapay-zekaya-giris%2F5921517&trk=offline_viewing&upsellTrk=lil_upsell_offline_viewing_subscription" data-tracking-control-name="lil_upsell_offline_viewing_subscription" data-tracking-impression-name="lil_upsell_offline_viewing_subscription" data-litms-tracking-control-name="lil_upsell_offline_viewing_subscription" data-tracking-will-navigate class="offline__upsell-link" data-test-live-offline-footer-sub-upsell> Ücretsiz denemenizi hemen bugün başlatın. </a> </div> </div> </section> </div> </div> </div> </section> <section class="right-rail papabear:w-right-rail-width papabear:ml-column-gutter mamabear:max-w-[790px] mamabear:px-mobile-container-padding babybear:max-w-[790px] babybear:px-mobile-container-padding"> <section class="table-of-contents mb-4"> <h2 class="table-of-contents__header"> İçerikler </h2> <ul class="table-of-contents__list"> <li class="toc-section"> <div class="show-more-less"> <button class="show-more-less__button show-more-less__more-button show-more-less-button " aria-expanded="false" data-tracking-control-name="learning-course_toc-section_show_more"> Giriş <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cyolgscd0imw2ldqppkrb84vo"></icon> </button> <button class="show-more-less__button show-more-less__less-button show-more-less-button show-more-less__button--hide" aria-expanded="false" data-tracking-control-name="learning-course_toc-section_show_more"> Giriş <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4chtt12k98xwnba1nimld2oyg"></icon> </button> <ul data-max-num-to-show="0" class="show-more-less__list show-more-less__list--hide-after-0" data-impression-id="learning-course_toc-section_show-more-less"> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/5921518?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <icon class="table-of-contents__item-status table-of-contents__item-status--unlocked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5jwhkytplzxiejvhzfu0t7m8l" data-svg-class-name="table-of-contents__item-status-svg--unlocked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Yapay zeka hakkında neden bilgi sahibi olmalısınız? </div> <div class="table-of-contents__item-duration"> 49 saniye </div> </div> </a> </li> </ul> <!----> </div> </li> <li class="toc-section"> <div class="show-more-less"> <button class="show-more-less__button show-more-less__more-button show-more-less-button show-more-less__button--hide" aria-expanded="true" data-tracking-control-name="learning-course_toc-section_show_more"> 1. Yapay Zeka nedir? <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cyolgscd0imw2ldqppkrb84vo"></icon> </button> <button class="show-more-less__button show-more-less__less-button show-more-less-button " aria-expanded="true" data-tracking-control-name="learning-course_toc-section_show_more"> 1. Yapay Zeka nedir? <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4chtt12k98xwnba1nimld2oyg"></icon> </button> <ul data-max-num-to-show="0" class="show-more-less__list " data-impression-id="learning-course_toc-section_show-more-less"> <li class="toc-item toc-item--active"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/5921517?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="true"> <icon class="table-of-contents__item-status table-of-contents__item-status--unlocked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5jwhkytplzxiejvhzfu0t7m8l" data-svg-class-name="table-of-contents__item-status-svg--unlocked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Genel zekayı tanımlayın </div> <div class="table-of-contents__item-duration"> 3 dakika 13 saniye </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/genel-problem-cozucu?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(Kilitli)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Genel problem çözücü </div> <div class="table-of-contents__item-duration"> 3 dakika 7 saniye </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/5920882?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(Kilitli)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Güçlü YZ’ye Karşı Zayıf YZ </div> <div class="table-of-contents__item-duration"> 3 dakika 1 saniye </div> </div> </a> </li> </ul> <!----> </div> </li> <li class="toc-section"> <div class="show-more-less"> <button class="show-more-less__button show-more-less__more-button show-more-less-button " aria-expanded="false" data-tracking-control-name="learning-course_toc-section_show_more"> 2. Makine Öğreniminin Yükselişi <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cyolgscd0imw2ldqppkrb84vo"></icon> </button> <button class="show-more-less__button show-more-less__less-button show-more-less-button show-more-less__button--hide" aria-expanded="false" data-tracking-control-name="learning-course_toc-section_show_more"> 2. Makine Öğreniminin Yükselişi <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4chtt12k98xwnba1nimld2oyg"></icon> </button> <ul data-max-num-to-show="0" class="show-more-less__list show-more-less__list--hide-after-0" data-impression-id="learning-course_toc-section_show-more-less"> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/machine-learning?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <icon class="table-of-contents__item-status table-of-contents__item-status--unlocked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5jwhkytplzxiejvhzfu0t7m8l" data-svg-class-name="table-of-contents__item-status-svg--unlocked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Machine learning </div> <div class="table-of-contents__item-duration"> 3 dakika 20 saniye </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/5922529?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(Kilitli)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Yapay sinir ağları </div> <div class="table-of-contents__item-duration"> 3 dakika 5 saniye </div> </div> </a> </li> </ul> <!----> </div> </li> <li class="toc-section"> <div class="show-more-less"> <button class="show-more-less__button show-more-less__more-button show-more-less-button " aria-expanded="false" data-tracking-control-name="learning-course_toc-section_show_more"> 3. Yaygın YZ Sistemleri <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cyolgscd0imw2ldqppkrb84vo"></icon> </button> <button class="show-more-less__button show-more-less__less-button show-more-less-button show-more-less__button--hide" aria-expanded="false" data-tracking-control-name="learning-course_toc-section_show_more"> 3. Yaygın YZ Sistemleri <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4chtt12k98xwnba1nimld2oyg"></icon> </button> <ul data-max-num-to-show="0" class="show-more-less__list show-more-less__list--hide-after-0" data-impression-id="learning-course_toc-section_show-more-less"> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/veride-duzenleri-arama?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <icon class="table-of-contents__item-status table-of-contents__item-status--unlocked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5jwhkytplzxiejvhzfu0t7m8l" data-svg-class-name="table-of-contents__item-status-svg--unlocked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Veride düzenleri arama </div> <div class="table-of-contents__item-duration"> 3 dakika 35 saniye </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/robotbilim?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(Kilitli)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Robotbilim </div> <div class="table-of-contents__item-duration"> 3 dakika 19 saniye </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/dogal-dil-isleme?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(Kilitli)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Doğal dil işleme </div> <div class="table-of-contents__item-duration"> 3 dakika 26 saniye </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/nesnelerin-interneti?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(Kilitli)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Nesnelerin İnterneti </div> <div class="table-of-contents__item-duration"> 3 dakika 18 saniye </div> </div> </a> </li> </ul> <!----> </div> </li> <li class="toc-section"> <div class="show-more-less"> <button class="show-more-less__button show-more-less__more-button show-more-less-button " aria-expanded="false" data-tracking-control-name="learning-course_toc-section_show_more"> 4. Veriden Öğrenme <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cyolgscd0imw2ldqppkrb84vo"></icon> </button> <button class="show-more-less__button show-more-less__less-button show-more-less-button show-more-less__button--hide" aria-expanded="false" data-tracking-control-name="learning-course_toc-section_show_more"> 4. Veriden Öğrenme <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4chtt12k98xwnba1nimld2oyg"></icon> </button> <ul data-max-num-to-show="0" class="show-more-less__list show-more-less__list--hide-after-0" data-impression-id="learning-course_toc-section_show-more-less"> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/etiketlenmis-ve-etiketlenmemis-veri?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <icon class="table-of-contents__item-status table-of-contents__item-status--unlocked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5jwhkytplzxiejvhzfu0t7m8l" data-svg-class-name="table-of-contents__item-status-svg--unlocked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Etiketlenmiş ve etiketlenmemiş veri </div> <div class="table-of-contents__item-duration"> 3 dakika 7 saniye </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/cok-buyuk-veri-setleri?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(Kilitli)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Çok büyük veri setleri </div> <div class="table-of-contents__item-duration"> 3 dakika 40 saniye </div> </div> </a> </li> </ul> <!----> </div> </li> <li class="toc-section"> <div class="show-more-less"> <button class="show-more-less__button show-more-less__more-button show-more-less-button " aria-expanded="false" data-tracking-control-name="learning-course_toc-section_show_more"> 5. Düzenleri Tanımlama <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cyolgscd0imw2ldqppkrb84vo"></icon> </button> <button class="show-more-less__button show-more-less__less-button show-more-less-button show-more-less__button--hide" aria-expanded="false" data-tracking-control-name="learning-course_toc-section_show_more"> 5. Düzenleri Tanımlama <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4chtt12k98xwnba1nimld2oyg"></icon> </button> <ul data-max-num-to-show="0" class="show-more-less__list show-more-less__list--hide-after-0" data-impression-id="learning-course_toc-section_show-more-less"> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/5922528?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(Kilitli)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Veriyi sınıflandırma </div> <div class="table-of-contents__item-duration"> 3 dakika 22 saniye </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/veriyi-kumeleme?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(Kilitli)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Veriyi kümeleme </div> <div class="table-of-contents__item-duration"> 3 dakika 24 saniye </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/reinforcement-learning?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(Kilitli)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Reinforcement learning </div> <div class="table-of-contents__item-duration"> 3 dakika 9 saniye </div> </div> </a> </li> </ul> <!----> </div> </li> <li class="toc-section"> <div class="show-more-less"> <button class="show-more-less__button show-more-less__more-button show-more-less-button " aria-expanded="false" data-tracking-control-name="learning-course_toc-section_show_more"> 6. Makine Öğrenimi Algoritmaları <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cyolgscd0imw2ldqppkrb84vo"></icon> </button> <button class="show-more-less__button show-more-less__less-button show-more-less-button show-more-less__button--hide" aria-expanded="false" data-tracking-control-name="learning-course_toc-section_show_more"> 6. Makine Öğrenimi Algoritmaları <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4chtt12k98xwnba1nimld2oyg"></icon> </button> <ul data-max-num-to-show="0" class="show-more-less__list show-more-less__list--hide-after-0" data-impression-id="learning-course_toc-section_show-more-less"> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/5925220?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(Kilitli)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Yaygın algoritmalar </div> <div class="table-of-contents__item-duration"> 3 dakika 19 saniye </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/5921516?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(Kilitli)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> K-en yakın komşu </div> <div class="table-of-contents__item-duration"> 3 dakika 19 saniye </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/k-ortalama-kumeleme?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(Kilitli)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> K-ortalama kümeleme </div> <div class="table-of-contents__item-duration"> 3 dakika 31 saniye </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/regresyon?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(Kilitli)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Regresyon </div> <div class="table-of-contents__item-duration"> 3 dakika 25 saniye </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/naive-bayes?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(Kilitli)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Naive Bayes </div> <div class="table-of-contents__item-duration"> 3 dakika 29 saniye </div> </div> </a> </li> </ul> <!----> </div> </li> <li class="toc-section"> <div class="show-more-less"> <button class="show-more-less__button show-more-less__more-button show-more-less-button " aria-expanded="false" data-tracking-control-name="learning-course_toc-section_show_more"> 7. Algoritmayı Uydurma <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cyolgscd0imw2ldqppkrb84vo"></icon> </button> <button class="show-more-less__button show-more-less__less-button show-more-less-button show-more-less__button--hide" aria-expanded="false" data-tracking-control-name="learning-course_toc-section_show_more"> 7. Algoritmayı Uydurma <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4chtt12k98xwnba1nimld2oyg"></icon> </button> <ul data-max-num-to-show="0" class="show-more-less__list show-more-less__list--hide-after-0" data-impression-id="learning-course_toc-section_show-more-less"> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/5919873?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(Kilitli)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> En iyi algoritmayı seçin </div> <div class="table-of-contents__item-duration"> 3 dakika 21 saniye </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/veriyi-izleyin?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(Kilitli)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Veriyi izleyin </div> <div class="table-of-contents__item-duration"> 3 dakika 1 saniye </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/5919872?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(Kilitli)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Aşırı uydurma ve yetersiz uydurma </div> <div class="table-of-contents__item-duration"> 3 dakika 19 saniye </div> </div> </a> </li> </ul> <!----> </div> </li> <li class="toc-section"> <div class="show-more-less"> <button class="show-more-less__button show-more-less__more-button show-more-less-button " aria-expanded="false" data-tracking-control-name="learning-course_toc-section_show_more"> 8. Yapay Sinir Ağları <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cyolgscd0imw2ldqppkrb84vo"></icon> </button> <button class="show-more-less__button show-more-less__less-button show-more-less-button show-more-less__button--hide" aria-expanded="false" data-tracking-control-name="learning-course_toc-section_show_more"> 8. Yapay Sinir Ağları <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4chtt12k98xwnba1nimld2oyg"></icon> </button> <ul data-max-num-to-show="0" class="show-more-less__list show-more-less__list--hide-after-0" data-impression-id="learning-course_toc-section_show-more-less"> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/5918836?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(Kilitli)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Bir sinir ağı oluşturma </div> <div class="table-of-contents__item-duration"> 3 dakika 22 saniye </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/5922527?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(Kilitli)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Bağlantıları tartma </div> <div class="table-of-contents__item-duration"> 3 dakika 3 saniye </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/5925217?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(Kilitli)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Aktivasyon önyargısı </div> <div class="table-of-contents__item-duration"> 3 dakika 2 saniye </div> </div> </a> </li> </ul> <!----> </div> </li> <li class="toc-section"> <div class="show-more-less"> <button class="show-more-less__button show-more-less__more-button show-more-less-button " aria-expanded="false" data-tracking-control-name="learning-course_toc-section_show_more"> 9. Doğruluğu İyileştirme <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cyolgscd0imw2ldqppkrb84vo"></icon> </button> <button class="show-more-less__button show-more-less__less-button show-more-less-button show-more-less__button--hide" aria-expanded="false" data-tracking-control-name="learning-course_toc-section_show_more"> 9. Doğruluğu İyileştirme <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4chtt12k98xwnba1nimld2oyg"></icon> </button> <ul data-max-num-to-show="0" class="show-more-less__list show-more-less__list--hide-after-0" data-impression-id="learning-course_toc-section_show-more-less"> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/5925219?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(Kilitli)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Hatalardan ders çıkarma </div> <div class="table-of-contents__item-duration"> 3 dakika 23 saniye </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/5921515?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(Kilitli)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Ağ üzerinden adım atma </div> <div class="table-of-contents__item-duration"> 3 dakika 46 saniye </div> </div> </a> </li> </ul> <!----> </div> </li> <li class="toc-section"> <div class="show-more-less"> <button class="show-more-less__button show-more-less__more-button show-more-less-button " aria-expanded="false" data-tracking-control-name="learning-course_toc-section_show_more"> 10. Buradan Nereye Gitmeli? <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cyolgscd0imw2ldqppkrb84vo"></icon> </button> <button class="show-more-less__button show-more-less__less-button show-more-less-button show-more-less__button--hide" aria-expanded="false" data-tracking-control-name="learning-course_toc-section_show_more"> 10. Buradan Nereye Gitmeli? <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4chtt12k98xwnba1nimld2oyg"></icon> </button> <ul data-max-num-to-show="0" class="show-more-less__list show-more-less__list--hide-after-0" data-impression-id="learning-course_toc-section_show-more-less"> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/yz-sistemlerini-kullanma?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(Kilitli)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> YZ sistemlerini kullanma </div> <div class="table-of-contents__item-duration"> 3 dakika 14 saniye </div> </div> </a> </li> <li class="toc-item"> <a data-tracking-control-name="learning-course_tocItem" data-tracking-will-navigate href="https://tr.linkedin.com/learning/yapay-zekaya-giris/problemleri-cozmek-icin-yz-yi-uygulama?autoplay=true&trk=learning-course_tocItem" class="toc-item__link" aria-current="false"> <span class="a11y-text">(Kilitli)</span> <icon class="table-of-contents__item-status table-of-contents__item-status--locked" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cfu0devb5o77ym5x8vv0oilfz" data-svg-class-name="table-of-contents__item-status-svg--locked"></icon> <div class="table-of-contents__item-details"> <div class="table-of-contents__item-title"> Problemleri çözmek için YZ’yi uygulama </div> <div class="table-of-contents__item-duration"> 1 dakika 22 saniye </div> </div> </a> </li> </ul> <!----> </div> </li> </ul> </section> </section> </main> <div class="pre-footer "> <div class="upsell-banner footer__upsell-link"> <div class="upsell-banner__content"> <h3 class="upsell-banner__headline"> Bugün öğrenmeye başlayın. </h3> <p class="upsell-banner__copy"> Sektör uzmanları tarafından öğretilen ticaret, teknoloji ve yaratıcı yetenekler konusunda isteğe bağlı eğitimlerden en iyi şekilde yararlanın. </p> <a href="http://tr.linkedin.com/learning/subscription/products?courseSlug=yapay-zekaya-giris&destRedirectURL=https%3A%2F%2Ftr%2Elinkedin%2Ecom%2Flearning%2Fyapay-zekaya-giris%2F5921517&trk=banner&upsellTrk=lil_upsell_banner_subscription" data-tracking-control-name="lil_upsell_banner_subscription" data-tracking-impression-name="lil_upsell_banner_subscription" data-litms-tracking-control-name="lil_upsell_banner_subscription" data-tracking-will-navigate class="upsell-banner__cta" data-test-live-footer-banner-sub-upsell> Ücretsiz bir aylık denememi başlat </a> </div> </div> <section class="tw-linkster bg-cool-gray-20 browse-map" data-impression-id="learning-course_linkster" data-js-module-id="linkster"> <div class="max-w-screen-content-max-w w-full flex justify-between my-0 mx-auto mamabear:px-3 babybear:px-2 babybear:flex-col"> <div class="flex-1 w-1/2 pt-2 pr-4 pb-4 pl-0 babybear:pb-2 babybear:w-full babybear:border-b-1 babybear:border-solid babybear:border-color-border-low-emphasis babybear:last:border-b-0"> <h3 class="text-md font-bold text-color-text leading-open"> İş Konularını Keşfet </h3> <ul class="my-1"> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://tr.linkedin.com/learning/topics/egitim-ve-ogretim?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> Eğitim ve Öğretim </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://tr.linkedin.com/learning/topics/finans-ve-muhasebe?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> Finans ve Muhasebe </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://tr.linkedin.com/learning/topics/kariyer-gelisimi?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> Kariyer Gelişimi </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://tr.linkedin.com/learning/topics/liderlik-ve-yonetim?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> Liderlik ve Yönetim </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://tr.linkedin.com/learning/topics/musteri-hizmetleri?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> Müşteri Hizmetleri </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://tr.linkedin.com/learning/topics/pazarlama?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> Pazarlama </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://tr.linkedin.com/learning/topics/profesyonel-gelisim?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> Profesyonel Gelişim </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://tr.linkedin.com/learning/topics/proje-yonetimi?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> Proje Yönetimi </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://tr.linkedin.com/learning/topics/6d5a8109-c682-3981-81c2-b1e89333218c?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> Satış </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://tr.linkedin.com/learning/topics/260d5a5d-6244-31b7-a9f9-d3f6eae37422?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> Çeşitlilik, Eşitlik, Kapsayıcılık ve Ait Olma (DEIB) </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://tr.linkedin.com/learning/topics/42255033-af64-333a-be30-1e0215282c72?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> İnsan Kaynakları </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://tr.linkedin.com/learning/topics/is-analizi-ve-stratejisi?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> İş Analizi ve Stratejisi </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://tr.linkedin.com/learning/topics/ded9773c-5886-3adf-bea5-0af99ada5c16?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> İş Yazılımları ve Araçları </a> </li> </ul> <a class="link tw-linkster-general-link" aria-label="Tüm iş eğitimlerini gör" href="https://tr.linkedin.com/learning/topics/isletme?trk=learning-course_browsemap_general-link" data-tracking-control-name="learning-course_browsemap_general-link" data-tracking-will-navigate> Tümünü gör </a> </div> <div class="flex-1 w-1/2 pt-2 pr-4 pb-4 pl-0 babybear:pb-2 babybear:w-full babybear:border-b-1 babybear:border-solid babybear:border-color-border-low-emphasis babybear:last:border-b-0"> <h3 class="text-md font-bold text-color-text leading-open"> Yaratıcı Konuları Keşfet </h3> <ul class="my-1"> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://tr.linkedin.com/learning/topics/b83ce738-c66f-31b9-b3ed-749117bf08dd?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> Grafik Tasarım </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://tr.linkedin.com/learning/topics/c6b45a37-406e-364b-82c2-ae3e72708684?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> Kullanıcı Deneyimi </a> </li> </ul> <a class="link tw-linkster-general-link" aria-label="Tüm yaratıcılık eğitimlerini gör" href="https://tr.linkedin.com/learning/topics/6d7e4cad-bb72-3d19-8c90-5cfbaf93eee9?trk=learning-course_browsemap_general-link" data-tracking-control-name="learning-course_browsemap_general-link" data-tracking-will-navigate> Tümünü gör </a> </div> <div class="flex-1 w-1/2 pt-2 pr-4 pb-4 pl-0 babybear:pb-2 babybear:w-full babybear:border-b-1 babybear:border-solid babybear:border-color-border-low-emphasis babybear:last:border-b-0"> <h3 class="text-md font-bold text-color-text leading-open"> Teknoloji Konularını Keşfet </h3> <ul class="my-1"> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://tr.linkedin.com/learning/topics/bulut-bilisim?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> Bulut Bilişim </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://tr.linkedin.com/learning/topics/guvenlik?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> Siber güvenlik </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://tr.linkedin.com/learning/topics/veri-bilimi?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> Veri Bilimi </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://tr.linkedin.com/learning/topics/yapay-zeka-ai-19086562?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> Yapay Zeka (AI) </a> </li> <li class="tw-link-column-item"> <a class="link tw-linkster-link" href="https://tr.linkedin.com/learning/topics/e97aa0df-712a-39c8-879b-b9daa36c7a3d?trk=learning-course_browsemap_link" data-js-module-id="link-column-link" data-tracking-control-name="learning-course_browsemap_link" data-tracking-will-navigate> Yazılım Geliştirme </a> </li> </ul> <a class="link tw-linkster-general-link" aria-label="Tüm teknoloji eğitimlerini gör" href="https://tr.linkedin.com/learning/topics/teknoloji?trk=learning-course_browsemap_general-link" data-tracking-control-name="learning-course_browsemap_general-link" data-tracking-will-navigate> Tümünü gör </a> </div> </div> </section> </div> <footer class="li-footer bg-transparent w-full "> <ul 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<li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="বাংলা (Bengalce)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-bn_IN" data-locale="bn_IN" role="menuitem" lang="bn_IN"> বাংলা (Bengalce) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Čeština (Çekçe)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark 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the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="English (İngilizce)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-en_US" data-locale="en_US" role="menuitem" lang="en_US"> English (İngilizce) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Español (İspanyolca)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-es_ES" 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desktop and li on mobile--> <button aria-label="हिंदी (Hintçe)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-hi_IN" data-locale="hi_IN" role="menuitem" lang="hi_IN"> हिंदी (Hintçe) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Magyar (Macarca)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-hu_HU" data-locale="hu_HU" role="menuitem" lang="hu_HU"> Magyar (Macarca) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Bahasa Indonesia (Endonezce)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-in_ID" data-locale="in_ID" role="menuitem" lang="in_ID"> Bahasa Indonesia (Endonezce) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Italiano (İtalyanca)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-it_IT" data-locale="it_IT" role="menuitem" lang="it_IT"> Italiano (İtalyanca) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="עברית (İbranice)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-iw_IL" data-locale="iw_IL" role="menuitem" lang="iw_IL"> עברית (İbranice) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="日本語 (Japonca)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ja_JP" data-locale="ja_JP" role="menuitem" lang="ja_JP"> 日本語 (Japonca) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="한국어 (Korece)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ko_KR" data-locale="ko_KR" role="menuitem" lang="ko_KR"> 한국어 (Korece) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="मराठी (Marathi dili)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-mr_IN" data-locale="mr_IN" role="menuitem" lang="mr_IN"> मराठी (Marathi dili) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Bahasa Malaysia (Malayca)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ms_MY" data-locale="ms_MY" role="menuitem" lang="ms_MY"> Bahasa Malaysia (Malayca) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Nederlands (Felemenkçe)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-nl_NL" data-locale="nl_NL" role="menuitem" lang="nl_NL"> Nederlands (Felemenkçe) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Norsk (Norveççe)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-no_NO" data-locale="no_NO" role="menuitem" lang="no_NO"> Norsk (Norveççe) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="ਪੰਜਾਬੀ (Pencap dili)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-pa_IN" data-locale="pa_IN" role="menuitem" lang="pa_IN"> ਪੰਜਾਬੀ (Pencap dili) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Polski (Lehçe)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-pl_PL" data-locale="pl_PL" role="menuitem" lang="pl_PL"> Polski (Lehçe) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Português (Portekizce)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-pt_BR" data-locale="pt_BR" role="menuitem" lang="pt_BR"> Português (Portekizce) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Română (Rumence)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ro_RO" data-locale="ro_RO" role="menuitem" lang="ro_RO"> Română (Rumence) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Русский (Rusça)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ru_RU" data-locale="ru_RU" role="menuitem" lang="ru_RU"> Русский (Rusça) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Svenska (İsveççe)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-sv_SE" data-locale="sv_SE" role="menuitem" lang="sv_SE"> Svenska (İsveççe) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="తెలుగు (Telugu dili)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-te_IN" data-locale="te_IN" role="menuitem" lang="te_IN"> తెలుగు (Telugu dili) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="ภาษาไทย (Tayca)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-th_TH" data-locale="th_TH" role="menuitem" lang="th_TH"> ภาษาไทย (Tayca) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Tagalog (Tagalog)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-tl_PH" data-locale="tl_PH" role="menuitem" lang="tl_PH"> Tagalog (Tagalog) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Türkçe seçildi" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link--selected" data-tracking-control-name="language-selector-tr_TR" data-locale="tr_TR" role="menuitem" lang="tr_TR"> <strong>Türkçe </strong> </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Українська (Ukraynaca)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-uk_UA" data-locale="uk_UA" role="menuitem" lang="uk_UA"> Українська (Ukraynaca) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Tiếng Việt (Vietnam dili)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-vi_VN" data-locale="vi_VN" role="menuitem" lang="vi_VN"> Tiếng Việt (Vietnam dili) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="简体中文 (Çince (Basitleştirilmiş))" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-zh_CN" data-locale="zh_CN" role="menuitem" lang="zh_CN"> 简体中文 (Çince (Basitleştirilmiş)) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="正體中文 (Çince (Geleneksel))" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-zh_TW" data-locale="zh_TW" role="menuitem" lang="zh_TW"> 正體中文 (Çince (Geleneksel)) </button> </li> <!----> </ul> <button class="language-selector__button select-none relative pr-2 font-sans text-xs font-bold text-color-text-low-emphasis hover:text-color-link-hover hover:cursor-pointer focus:text-color-link-focus focus:outline-dotted focus:outline-1" aria-expanded="false" data-tracking-control-name="footer-lang-dropdown_trigger"> <span class="language-selector__label-text mr-0.5 break-words"> Dil 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