{"id":5163,"date":"2023-08-17T07:05:35","date_gmt":"2023-08-17T07:05:35","guid":{"rendered":"https:\/\/aix.web.tr\/?p=5163"},"modified":"2023-08-17T07:05:37","modified_gmt":"2023-08-17T07:05:37","slug":"2023te-yapay-zeka-ve-makine-ogrenmesi-alaninda-bir-kariyere-nasil-baslanir","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/2023te-yapay-zeka-ve-makine-ogrenmesi-alaninda-bir-kariyere-nasil-baslanir\/","title":{"rendered":"2023&#8217;te Yapay Zeka ve Makine \u00d6\u011frenmesi alan\u0131nda bir kariyere nas\u0131l ba\u015flan\u0131r?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"5163\" class=\"elementor elementor-5163\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-da09362 elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"da09362\" 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d=\"M473,67.3c-203.9,88.3-263.1-34-320.3,0C66,119.1,0,59.7,0,59.7V0h1000v59.7 c0,0-62.1,26.1-94.9,29.3c-32.8,3.3-62.8-12.3-75.8-22.1C806,49.6,745.3,8.7,694.9,4.7S492.4,59,473,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" opacity=\"0.66\" d=\"M734,67.3c-45.5,0-77.2-23.2-129.1-39.1c-28.6-8.7-150.3-10.1-254,39.1 s-91.7-34.4-149.2,0C115.7,118.3,0,39.8,0,39.8V0h1000v36.5c0,0-28.2-18.5-92.1-18.5C810.2,18.1,775.7,67.3,734,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" d=\"M766.1,28.9c-200-57.5-266,65.5-395.1,19.5C242,1.8,242,5.4,184.8,20.6C128,35.8,132.3,44.9,89.9,52.5C28.6,63.7,0,0,0,0 h1000c0,0-9.9,40.9-83.6,48.1S829.6,47,766.1,28.9z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9df6134\" data-id=\"9df6134\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7656b89 elementor-widget elementor-widget-heading\" data-id=\"7656b89\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">2023'te Yapay Zeka ve Makine \u00d6\u011frenmesi alan\u0131nda bir kariyere nas\u0131l ba\u015flan\u0131r?<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c2c6a26 elementor-section-content-middle elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c2c6a26\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6ecf2e5\" data-id=\"6ecf2e5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1a26e5d elementor-widget elementor-widget-heading\" data-id=\"1a26e5d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Yapay Zeka ve Makine \u00d6\u011frenmesine Giri\u015f\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f4f1e38 elementor-widget elementor-widget-text-editor\" data-id=\"f4f1e38\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><div class=\"group w-full text-gray-800 dark:text-gray-100 border-b border-black\/10 dark:border-gray-900\/50 bg-gray-50 dark:bg-[#444654]\"><div class=\"text-base gap-4 md:gap-6 md:max-w-2xl lg:max-w-2xl xl:max-w-3xl p-4 md:py-6 flex lg:px-0 m-auto\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]\"><div class=\"flex flex-grow flex-col gap-3\"><div class=\"min-h-[20px] flex flex-col items-start gap-4 whitespace-pre-wrap\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p><a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-nedir\/\">Yapay Zeka<\/a> (AI) ve Makine \u00d6\u011frenmesi (ML), genellikle birbirinin yerine kullan\u0131lan iki terimdir, ancak bu iki son teknoloji alan aras\u0131nda hayati bir fark vard\u0131r. Yapay Zeka, tipik olarak insan zekas\u0131 gerektiren g\u00f6revleri yerine getiren makinelere at\u0131fta bulunan daha geni\u015f bir kavramd\u0131r, \u00f6rne\u011fin, do\u011fal insan dilini anlamak ve nesneleri tan\u0131mak. \u00d6te yandan, Makine \u00d6\u011frenmesi, makinelere verilerden \u00f6\u011frenme ve zaman i\u00e7inde performanslar\u0131n\u0131 iyile\u015ftirme becerisini \u00f6\u011fretmeye odaklanan Yapay Zekan\u0131n bir alt k\u00fcmesidir.<\/p><p>Yapay Zeka ve Makine \u00d6\u011frenmesi zaten hayat\u0131m\u0131z \u00fczerinde \u00f6nemli bir etkiye sahip ve daha da b\u00fcy\u00fcyecek. \u0130\u015fte bu teknolojilerin bug\u00fcn nas\u0131l kullan\u0131ld\u0131\u011f\u0131na dair birka\u00e7 g\u00fcnl\u00fck \u00f6rnek:<\/p><ul><li><strong>Otonom ara\u00e7lar:<\/strong>\u00a0AI, kendi kendini s\u00fcren otomobillerin geli\u015ftirilmesinde \u00e7ok \u00f6nemli bir rol oynuyor ve ML, otomobillere karma\u015f\u0131k ortamlarda nas\u0131l gezinilece\u011fini ve saniyelik kararlar almay\u0131 \u00f6\u011fretmek i\u00e7in kullan\u0131l\u0131yor.<\/li><li><strong>Doland\u0131r\u0131c\u0131l\u0131k tespiti:<\/strong>\u00a0AI, finansal kurumlar taraf\u0131ndan, kredi kart\u0131 sahtekarl\u0131\u011f\u0131na i\u015faret edebilecek ola\u011fand\u0131\u015f\u0131 davran\u0131\u015f kal\u0131plar\u0131 gibi hileli faaliyetleri tespit etmek i\u00e7in kullan\u0131lmaktad\u0131r.<\/li><li><strong>Ki\u015fisel asistanlar:<\/strong>\u00a0Siri ve Alexa gibi sanal asistanlar AI taraf\u0131ndan destekleniyor ve do\u011fal dil sorgular\u0131m\u0131z\u0131 anlama ve yan\u0131tlama konusunda giderek daha iyi hale geliyor.<\/li><li><strong>Y\u00fcz tan\u0131ma:<\/strong>\u00a0AI, kolluk kuvvetleri, g\u00fcvenlik firmalar\u0131, devlet kurumlar\u0131 vb. Taraf\u0131ndan b\u00fcy\u00fck kalabal\u0131klar\u0131n y\u00fczlerini taramak ve bireyleri tan\u0131mlamak i\u00e7in kullan\u0131lmaktad\u0131r.<\/li><\/ul><p>Bu teknolojiler geli\u015fmeye devam ettik\u00e7e, AI ve ML \u00f6n\u00fcm\u00fczdeki y\u0131llarda daha da d\u00f6n\u00fc\u015ft\u00fcr\u00fcc\u00fc de\u011fi\u015fiklikler getirecektir.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2e28d13 elementor-widget elementor-widget-image\" data-id=\"2e28d13\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"843\" height=\"562\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/2023te-Yapay-Zeka-ve-Makine-Ogrenimi-alaninda-bir-kariyere-nasil-baslanir-1024x683.jpg\" class=\"attachment-large size-large wp-image-5164\" alt=\"2023&#039;te Yapay Zeka ve Makine \u00d6\u011frenmesi alan\u0131nda bir kariyere nas\u0131l ba\u015flan\u0131r?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/2023te-Yapay-Zeka-ve-Makine-Ogrenimi-alaninda-bir-kariyere-nasil-baslanir-1024x683.jpg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/2023te-Yapay-Zeka-ve-Makine-Ogrenimi-alaninda-bir-kariyere-nasil-baslanir-300x200.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/2023te-Yapay-Zeka-ve-Makine-Ogrenimi-alaninda-bir-kariyere-nasil-baslanir-768x512.jpg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/2023te-Yapay-Zeka-ve-Makine-Ogrenimi-alaninda-bir-kariyere-nasil-baslanir-18x12.jpg 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/2023te-Yapay-Zeka-ve-Makine-Ogrenimi-alaninda-bir-kariyere-nasil-baslanir.jpg 1254w\" sizes=\"(max-width: 843px) 100vw, 843px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">2023'te Yapay Zeka ve Makine \u00d6\u011frenmesi alan\u0131nda bir kariyere nas\u0131l ba\u015flan\u0131r?<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-865234d elementor-widget elementor-widget-heading\" data-id=\"865234d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Yapay Zeka ve Makine \u00d6\u011frenmesinde Kariyer\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-61d3282 elementor-widget elementor-widget-text-editor\" data-id=\"61d3282\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>Yapay Zeka ve Makine \u00d6\u011frenmesi alan\u0131nda bir kariyer, bug\u00fcn alabilece\u011finiz en \u00e7ok talep g\u00f6ren ve \u00f6d\u00fcllendirici yollardan biridir. Etkileyici maa\u015flar ve g\u00fc\u00e7l\u00fc i\u015f b\u00fcy\u00fcme tahminleriyle, bu b\u00fcy\u00fcleyici ve h\u0131zla b\u00fcy\u00fcyen alana girmek i\u00e7in daha iyi bir zaman olmam\u0131\u015ft\u0131.<\/p><p>Fakat AI ve ML&#8217;de bir kariyer ger\u00e7ekten ne gerektirir? Burada, bu alanlarda bulunan farkl\u0131 i\u015f t\u00fcrlerini ve AI ve Makine \u00d6\u011frenmesi alan\u0131nda bir kariyere haz\u0131rlanmaya ba\u015flamak i\u00e7in neler yapabilece\u011finizi ke\u015ffedece\u011fiz. Teknolojiyi sa\u011flam bir \u015fekilde anlamak i\u00e7in Yapay Zeka Projelerini uygulay\u0131n.<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fc68423 elementor-widget elementor-widget-heading\" data-id=\"fc68423\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Yapay Zeka ve Makine \u00d6\u011frenmesinde \u0130\u015f T\u00fcrleri\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f2abb4 elementor-widget elementor-widget-text-editor\" data-id=\"3f2abb4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>AI ve ML alan\u0131nda, adaylar i\u00e7in \u00e7ok say\u0131da i\u015f f\u0131rsat\u0131 mevcuttur. \u0130\u015fte en pop\u00fcler i\u015f rollerinden baz\u0131lar\u0131:<\/p><ul><li><strong>AI M\u00fchendisi:<\/strong> Makine \u00d6\u011frenmesi algoritmalar\u0131 ve Derin \u00d6\u011frenme Sinir A\u011flar\u0131n\u0131n yard\u0131m\u0131yla karma\u015f\u0131k AI modellerinin geli\u015ftirilmesi, programlanmas\u0131 ve e\u011fitilmesinden sorumludurlar.\u00a0<\/li><li><strong>Makine \u00d6\u011frenmesi M\u00fchendisi:<\/strong> Do\u011fru algoritmay\u0131 se\u00e7mekten modeli destekleyecek altyap\u0131y\u0131 tasarlamaya kadar her \u015feyi i\u00e7eren Makine \u00d6\u011frenmesi modellerini geli\u015ftirmekten ve da\u011f\u0131tmaktan sorumludurlar.<\/li><li><strong>Veri Bilimcisi:<\/strong>\u00a0Veri toplamaktan, temizlemekten ve analiz etmekten sorumludurlar. Bu verileri, veri odakl\u0131 kararlar almak i\u00e7in kullan\u0131labilecek tahmine dayal\u0131 modeller olu\u015fturmak i\u00e7in kullan\u0131rlar.<\/li><li><strong>Ara\u015ft\u0131rmac\u0131 Bilim Adam\u0131:<\/strong> Ger\u00e7ek d\u00fcnyadaki sorunlar\u0131 \u00e7\u00f6zmek i\u00e7in Makine \u00d6\u011frenmesinin uygulamak i\u00e7in yeni yollar tasarlamaktan sorumludurlar. Sorumluluklar, yeni algoritmalar geli\u015ftirmekten Do\u011fal Dil \u0130\u015fleme veya Bilgisayarla G\u00f6rme gibi Makine \u00d6\u011frenmesi uygulamalar\u0131 \u00fczerinde \u00e7al\u0131\u015fmaya kadar her \u015feyi i\u00e7erebilir.<\/li><\/ul><h3 id=\"future-scope-of-artificial-intelligence\" class=\"wp-block-heading\"><strong>Yapay Zekan\u0131n Gelecekteki Kapsam\u0131<\/strong><\/h3><p>Yapay Zeka, \u00e7a\u011f\u0131m\u0131z\u0131n \u00f6nemli teknolojik at\u0131l\u0131mlar\u0131ndan biridir. AI&#8217;n\u0131n gelecekteki kapsam\u0131 s\u0131n\u0131rs\u0131zd\u0131r; Her end\u00fcstride devrim yaratma ve d\u00fcnyam\u0131z\u0131 daha iyi bir yer haline getirme potansiyeline sahiptir.<\/p><p>Gelecekte, AI geli\u015fmeye ve daha sofistike hale gelmeye devam edecek ve \u00e7evremizdeki d\u00fcnyan\u0131n karma\u015f\u0131kl\u0131klar\u0131n\u0131 anlama ve bunlara cevap vermede daha da iyi hale gelecektir. AI&#8217;n\u0131n yard\u0131m\u0131yla, iklim de\u011fi\u015fikli\u011fi, g\u0131da ve su k\u0131tl\u0131\u011f\u0131 ve hastal\u0131k gibi d\u00fcnyan\u0131n en acil sorunlar\u0131ndan baz\u0131lar\u0131n\u0131n \u00fcstesinden gelebilece\u011fiz.<\/p><p>AI ve Makine \u00d6\u011frenmesi, g\u00fcn\u00fcm\u00fcz i\u015f piyasas\u0131nda en \u00e7ok talep g\u00f6ren becerilerin \u00f6n saflar\u0131nda yer almaktad\u0131r. <a href=\"https:\/\/www.forbes.com\/sites\/ashleystahl\/2021\/03\/10\/how-ai-will-impact-the-future-of-work-and-life\/?sh=713fa17d79a3\" rel=\"noreferrer noopener\" target=\"_blank\">Forbes<\/a> taraf\u0131ndan yay\u0131nlanan bir makaleye g\u00f6re, AI i\u015flerinin veya Makine \u00d6\u011frenmesi becerilerinin \u00f6n\u00fcm\u00fczdeki be\u015f y\u0131l i\u00e7inde% 71 oran\u0131nda artaca\u011f\u0131 tahmin ediliyor.<\/p><p>Bu teknolojiler geli\u015fmeye devam ettik\u00e7e, AI ve ML \u00f6n\u00fcm\u00fczdeki y\u0131llarda daha da d\u00f6n\u00fc\u015ft\u00fcr\u00fcc\u00fc de\u011fi\u015fiklikler getirecek &#8211; buraya ekleyin &#8211; \u00f6rne\u011fin,\u00a0<a href=\"https:\/\/www.tvisha.com\/blog\/how-artificial-intelligence-is-changing-the-healthcare-industry\" rel=\"noreferrer noopener\" target=\"_blank\">yapay zeka sa\u011fl\u0131k sekt\u00f6r\u00fcn\u00fc tamamen de\u011fi\u015ftiriyor<\/a>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e2a7977 elementor-widget elementor-widget-image\" data-id=\"e2a7977\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"843\" height=\"475\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/06\/yapayzeka-ve-yasam-1024x577.jpg\" class=\"attachment-large size-large wp-image-4854\" alt=\"yapay zeka ve ya\u015fam\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/06\/yapayzeka-ve-yasam-1024x577.jpg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/06\/yapayzeka-ve-yasam-300x169.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/06\/yapayzeka-ve-yasam-768x432.jpg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/06\/yapayzeka-ve-yasam-1536x865.jpg 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/06\/yapayzeka-ve-yasam-18x10.jpg 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/06\/yapayzeka-ve-yasam.jpg 1920w\" sizes=\"(max-width: 843px) 100vw, 843px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">yapay zeka ve ya\u015fam <\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-546c243 elementor-widget elementor-widget-heading\" data-id=\"546c243\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Yapay Zeka ve Makine \u00d6\u011frenmesinde Kariyer Yapmak\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f948f49 elementor-widget elementor-widget-text-editor\" data-id=\"f948f49\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>Yapay Zeka ve Makine \u00d6\u011frenmesi alan\u0131nda kariyer yapmaktan heyecan duyuyorsan\u0131z, haz\u0131rlanmaya ba\u015flamak i\u00e7in yapabilece\u011finiz birka\u00e7 \u00f6nemli \u015fey vard\u0131r:<\/p><h4 id=\"1-learn-the-basics-of-programming\" class=\"wp-block-heading\"><strong>1. Programlaman\u0131n temellerini \u00f6\u011frenin.<\/strong><\/h4><p>Programlama, bir bilgisayar\u0131n izlemesi i\u00e7in ad\u0131m ad\u0131m talimatlar olu\u015fturma i\u015flemidir. Bu teknolojilere g\u00fc\u00e7 veren, Makine \u00d6\u011frenmesi modellerini e\u011fiten ve AI ve ML \u00e7\u00f6z\u00fcmlerini da\u011f\u0131tan algoritmalar\u0131 olu\u015fturmak i\u00e7in kullan\u0131ld\u0131\u011f\u0131ndan, AI veya ML ile \u00e7al\u0131\u015fan herkes i\u00e7in sahip olunmas\u0131 gereken bir beceridir. Ba\u015fka bir deyi\u015fle, programlama olmadan, AI veya ML olmazd\u0131.<\/p><p>Programlamaya a\u015fina de\u011filseniz, Machine Learning algoritmalar\u0131yla \u00e7al\u0131\u015fmaya ba\u015flamadan \u00f6nce temel bilgileri \u00f6\u011frenmeniz gerekir. Ba\u015flamak i\u00e7in m\u00fckemmel bir yol,\u00a0Python\u00a0gibi pop\u00fcler diller hakk\u0131nda \u00e7evrimi\u00e7i bir kurs veya \u00f6\u011fretici almakt\u0131r.<\/p><p><a href=\"https:\/\/paydayloansuk.com\/\" rel=\"noreferrer noopener nofollow\" target=\"_blank\"><em>PaydayLoansUK<\/em><\/a>\u00a0<em>CEO&#8217;su\u00a0<\/em><strong><em>Stella Cooper<\/em><\/strong><em>, AI ve ML kariyer yollar\u0131 boyunca programlama dillerini \u00f6\u011frenme konusundaki deneyimlerini payla\u015f\u0131yor:<\/em><\/p><div class=\"ghostkit-testimonial\"><div class=\"ghostkit-testimonial-content\"><p>Y\u0131llard\u0131r ML ve AI uzman\u0131 olarak \u00e7al\u0131\u015f\u0131yorum, ancak ba\u015flad\u0131\u011f\u0131mda takip etti\u011fim en \u00f6nemli \u00f6n ko\u015ful, programlama becerilerinde tam te\u015fekk\u00fcll\u00fc yeterlilikti. Bir ML ve AI aday\u0131 olarak, C ++, Java, Python ve R programlama dilini \u00f6\u011frenmem gerekiyordu. C ++, m\u00fchendislere kodlama s\u00fcrecinin h\u0131z\u0131n\u0131 art\u0131rmada yard\u0131mc\u0131 oldu\u011fundan, Python karma\u015f\u0131k algoritmalar\u0131 daha iyi anlamama ve olu\u015fturmama yard\u0131mc\u0131 oldu. B\u00f6ylece, bana bu alanda \u00f6nemli uygulamal\u0131 deneyim kazand\u0131ran ve \u00f6zge\u00e7mi\u015fimi vurgulamama yard\u0131mc\u0131 olan \u00e7e\u015fitli projeler \u00fczerinde \u00e7al\u0131\u015fmaya ba\u015flad\u0131m. Ayr\u0131ca ba\u015fkalar\u0131yla da i\u015fbirli\u011fi yapt\u0131m ve end\u00fcstri gereksinimlerini yerine getirmek i\u00e7in kendimi geli\u015ftirmeme yard\u0131mc\u0131 oldu.<\/p><\/div><\/div><p><a href=\"https:\/\/exceptionalresumes.com.au\/\" rel=\"noreferrer noopener nofollow\" target=\"_blank\"><em>Ola\u011fan\u00fcst\u00fc \u00d6zge\u00e7mi\u015f Yazarlar\u0131<\/em><\/a>\u00a0<em>Direkt\u00f6r\u00fc\u00a0<\/em><strong><em>Steven McConnell<\/em><\/strong>\u00a0<em>da programlama becerilerinin \u00f6nemini payla\u015f\u0131yor:<\/em><\/p><div class=\"ghostkit-testimonial\"><div class=\"ghostkit-testimonial-content\"><p>Python, R, Java veya C ++ gibi Programlama dillerini \u00f6\u011frenmek, AI&#8217;daki kariyerinize h\u0131zl\u0131 bir ba\u015flang\u0131\u00e7 yapmak i\u00e7in gereklidir. \u00dcniversitede bir Bilgisayar Bilimi veya Bilgi Teknolojisi dersi alman\u0131n yan\u0131 s\u0131ra, kendinizi bu programlama dillerine ayak uydurman\u0131z yard\u0131mc\u0131 olacakt\u0131r. Bu nedenle, bunlarla pratik deneyim kazanmak i\u00e7in staj veya \u00e7evrimi\u00e7i e\u011fitim almak iyi olabilir. \u00dcnl\u00fc deyi\u015fin dedi\u011fi gibi, hi\u00e7bir \u015fey deneyimden daha iyi \u00f6\u011fretemez, bu y\u00fczden programlama becerilerinizi \u00f6\u011frenmek ve uygulamaya koymak i\u00e7in f\u0131rsatlar aray\u0131n.<\/p><\/div><\/div><h4 id=\"2-gain-a-comprehensive-understanding-of-mathematics-and-statistics\" class=\"wp-block-heading\"><strong>2. Matematik ve \u0130statistik hakk\u0131nda kapsaml\u0131 bir anlay\u0131\u015f kazan\u0131n.<\/strong><\/h4><p>Matematik, say\u0131lar\u0131n, form\u00fcllerin, \u015fekillerin, uzaylar\u0131n ve miktar\u0131n incelenmesidir. Bu nedenle, d\u00fcnyan\u0131n nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 anlamak ve insan zekas\u0131n\u0131 sim\u00fcle edebilen veya hatta a\u015fabilen makineler in\u015fa etmek istiyorsak, Matemati\u011fin m\u00fckemmel \u00e7al\u0131\u015fma bilgisi kesinlikle gereklidir.<\/p><p>\u00d6te yandan istatistik, verileri anlamland\u0131rmakla ilgilidir. B\u00fcy\u00fck Veri ve Veri Bilimi \u00e7a\u011f\u0131nda, Makine \u00d6\u011frenmesi algoritmalar\u0131 yaln\u0131zca e\u011fitildikleri veriler kadar iyidir. \u0130yi istatistiksel analizler, b\u00fcy\u00fck veri k\u00fcmelerini anlamland\u0131rmam\u0131za, kal\u0131plar\u0131 tan\u0131mlamam\u0131za ve daha iyi Makine \u00d6\u011frenmesi modelleri olu\u015fturmam\u0131za yard\u0131mc\u0131 olabilir.<\/p><p><a href=\"https:\/\/truepersonfinder.com\/\" rel=\"noreferrer noopener nofollow\" target=\"_blank\"><em>Truepersonfinder<\/em><\/a>\u00a0<em>CEO&#8217;su\u00a0<\/em><strong><em>Madilyn Hill<\/em><\/strong><em>, AI ve ML kariyer yolunda Matematik \u00f6\u011frenme deneyimlerini payla\u015f\u0131yor:<\/em><\/p><div class=\"ghostkit-testimonial\"><div class=\"ghostkit-testimonial-content\"><p>Kariyerime Yapay Zeka ve Makine \u00d6\u011frenmesi alan\u0131nda kendimi haz\u0131rlamaya ba\u015flayarak ba\u015flad\u0131m. Bu alanlarda \u00e7al\u0131\u015fmak i\u00e7in \u00e7e\u015fitli \u00f6n ko\u015fullar var ve bu y\u00fczden matematiksel becerileri ve olas\u0131l\u0131\u011f\u0131 \u00f6\u011frendim. Kariyerime ba\u015flamama yard\u0131mc\u0131 oldu, \u00e7\u00fcnk\u00fc olas\u0131l\u0131k AI&#8217;da \u00e7ok \u00e7e\u015fitli sonu\u00e7lar\u0131 belirlememe yard\u0131mc\u0131 oldu, konunun AI modelleri olu\u015fturmak i\u00e7in temel oldu\u011fu konusunda derin bir anlay\u0131\u015f vard\u0131. Kariyerimin bir sonraki ad\u0131m\u0131, geride b\u0131rakt\u0131\u011f\u0131m bu beceriler \u00fczerinde \u00e7al\u0131\u015fmaya ba\u015flamakt\u0131. Ancak, yapt\u0131\u011f\u0131m en iyi \u015fey istatistik ve olas\u0131l\u0131k \u00fczerine kitaplar sat\u0131n almak ve kodlama becerilerimi g\u00f6zden ge\u00e7irmekti.<\/p><\/div><\/div><p><a href=\"https:\/\/www.abtron.com\/\" rel=\"noreferrer noopener nofollow\" target=\"_blank\"><em>Abtron.com<\/em><\/a>\u00a0<em>CFO&#8217;su\u00a0<\/em><strong><em>Max Shak<\/em><\/strong>\u00a0<em>da Matematik ve \u0130statistik&#8217;in \u00f6nemini payla\u015f\u0131yor:<\/em><\/p><div class=\"ghostkit-testimonial\"><div class=\"ghostkit-testimonial-content\"><p><strong>\u0130statistik Becerileri<\/strong>\u00a0&#8211; Karma\u015f\u0131k algoritmalar\u0131 anlamak ve analiz etmek i\u00e7in, AI adaylar\u0131n\u0131n istatistik ve olas\u0131l\u0131klar hakk\u0131nda derin bir anlay\u0131\u015fa ihtiyac\u0131 vard\u0131r. Verilerden elde edilen i\u00e7g\u00f6r\u00fcleri anlamak i\u00e7in, b\u00fcy\u00fck miktarda bilgideki kal\u0131plar\u0131 bulmak i\u00e7in kullan\u0131lan y\u00f6ntemlerde iyi bir \u015fekilde bilgili olmak gerekir.<\/p><p><strong>Olas\u0131l\u0131k ve Matematiksel Beceriler<\/strong>\u00a0\u2013 Yapay zeka olu\u015fturmak i\u00e7in hem olas\u0131l\u0131k hem de matematik konusunda bilgili olman\u0131z gerekir. Olas\u0131l\u0131k, AI&#8217;da \u00e7e\u015fitli sonu\u00e7lar\u0131 belirlemek i\u00e7in kullan\u0131l\u0131r; AI modellerinin olu\u015fturulmas\u0131, konunun daha derin bir \u015fekilde anla\u015f\u0131lmas\u0131na ba\u011fl\u0131d\u0131r.<\/p><\/div><\/div><h4 id=\"3-get-familiar-with-machine-learning-algorithms\" class=\"wp-block-heading\"><strong>3. Makine \u00d6\u011frenmesi Algoritmalar\u0131n\u0131 tan\u0131y\u0131n.<\/strong><\/h4><p>Machine Learning ile \u00e7al\u0131\u015fmaya ba\u015flamak i\u00e7in farkl\u0131 algoritma t\u00fcrlerini ve nas\u0131l \u00e7al\u0131\u015ft\u0131klar\u0131n\u0131 anlaman\u0131z gerekir. Bu ML algoritmalar\u0131 verilerden \u00f6\u011frenebilir ve Yapay Zeka ve Makine \u00d6\u011frenmesi sistemlerinin performans\u0131n\u0131 art\u0131rabilir. ML algoritmalar\u0131, verilerdeki desenleri otomatik olarak tan\u0131mlayabilir ve bu da tahminlerde veya \u00f6nerilerde bulunmaya yard\u0131mc\u0131 olabilir. Sizi Makine \u00d6\u011frenmesi Algoritmalar\u0131 hakk\u0131nda bilgilendirecek bir Makine \u00d6\u011frenmesi kursuna kat\u0131larak bu konuda \u00e7evrimi\u00e7i olarak daha fazla bilgi edinebilirsiniz.<\/p><h4 id=\"4-get-familiar-with-ai-concepts-like-deep-learning-natural-language-processing-and-computer-vision\" class=\"wp-block-heading\"><strong>4. Derin \u00d6\u011frenme, Do\u011fal Dil \u0130\u015fleme ve Bilgisayarla G\u00f6rme gibi AI Kavramlar\u0131n\u0131 tan\u0131y\u0131n.<\/strong><\/h4><p>Do\u011fal Dil \u0130\u015fleme (NLP) ve Bilgisayar G\u00f6r\u00fc\u015f\u00fc (CV), Yapay Zekan\u0131n en kritik s\u00fctunlar\u0131ndan ikisidir. \u0130\u015fte nedeni:<\/p><p>NLP, bilgisayarlara insan dilini anlama yetene\u011fi kazand\u0131rmaktan sorumludur. NLP, Siri veya Alexa gibi sanal bir asistan veya m\u00fc\u015fteri hizmetleri i\u00e7in kullan\u0131lan bir chatbot olsun, insanlarla etkile\u015fime girmesi gereken herhangi bir AI sistemi i\u00e7in \u00e7ok \u00f6nemli bir yetenektir.<\/p><p>\u00d6te yandan CV, bilgisayarlar\u0131n \u00e7evrelerindeki d\u00fcnyay\u0131 &#8220;g\u00f6rmelerini&#8221; ve yorumlamalar\u0131n\u0131 sa\u011flar. CV, otonom s\u00fcr\u00fc\u015f, nesne tan\u0131ma ve g\u00f6rsel arama gibi g\u00f6revler i\u00e7in gereklidir.<\/p><p>Hem NLP hem de CV \u00e7\u00f6z\u00fclmesi gereken karma\u015f\u0131k problemlerdir ve son y\u0131llarda her iki alanda da \u00f6nemli ilerlemeler kaydedilmi\u015ftir. Bu ilerleme \u00f6ncelikle, verilerdeki karma\u015f\u0131k kal\u0131plar\u0131 \u00f6\u011frenerek bu sorunlara \u00e7ok uygun olan g\u00fc\u00e7l\u00fc bir AI tekni\u011fi olan Derin \u00d6\u011frenme&#8217;nin benimsenmesinden kaynaklanmaktad\u0131r.<\/p><p>Derin \u00d6\u011frenme, NLP ve CV sistemlerinin bir\u00e7ok g\u00f6revde insan d\u00fczeyinde performans elde etmesine izin vermi\u015ftir ve bu sistemlerin gelecekte daha iyi olaca\u011f\u0131na inanmak i\u00e7in nedenler vard\u0131r. Geli\u015fmeye devam ettik\u00e7e, NLP ve CV, AI ve Makine \u00d6\u011frenmesi i\u00e7in giderek daha \u00f6nemli hale gelecektir.<\/p><div class=\"ghostkit-alert\"><div class=\"ghostkit-alert-content\"><p><strong>Profesyonel \u0130pucu:<\/strong> Bu konular, Yapay Zeka ve Makine \u00d6\u011frenmesi alan\u0131nda kariyer yapmak i\u00e7in gereken birka\u00e7 temel beceri aras\u0131ndad\u0131r.<\/p><\/div><\/div><h4 id=\"5-gain-experience-working-with-data\" class=\"wp-block-heading\"><strong>5. Verilerle \u00e7al\u0131\u015fma deneyimi kazan\u0131n.<\/strong><\/h4><p>Verilerle \u00e7al\u0131\u015fmak yapay zeka ve makine \u00f6\u011frenmesi i\u00e7in neden bu kadar \u00f6nemli? Her \u015fey &#8220;e\u011fitim verileri&#8221; denilen bir \u015feye indirgeniyor. Bu, Machine Learning modelini e\u011fitmek i\u00e7in kullan\u0131lan bir veri k\u00fcmesidir. Genellikle do\u011fru yan\u0131tlarla etiketlenmi\u015f \u00e7ok say\u0131da \u00f6rnek (\u00f6\u011fe) i\u00e7erir. Model daha sonra bu verilerden \u00f6\u011frenebilir ve yeni verilere genelleyebilir, bu da tahminlerde veya kararlar almas\u0131na izin verir.<\/p><p>Bunu \u015fu \u015fekilde d\u00fc\u015f\u00fcn\u00fcn: Bir \u00e7ocu\u011fa okumay\u0131 \u00f6\u011fretmeye \u00e7al\u0131\u015f\u0131yor olsayd\u0131n\u0131z, onlara okumalar\u0131 i\u00e7in bir s\u00fcr\u00fc kitap vererek ba\u015flard\u0131n\u0131z. Gittik\u00e7e daha fazla okuduk\u00e7a, kal\u0131plar\u0131 fark edecekler ve yeni kelimeler okuyabileceklerdi. Ayn\u0131 \u015fey Makine \u00d6\u011frenmesi modelleri i\u00e7in de ge\u00e7erlidir; ne kadar \u00e7ok veri ile \u00e7al\u0131\u015fmak zorunda kal\u0131rlarsa, o kadar iyi \u00f6\u011frenebilir ve genelleyebilirler.<\/p><p>Veri Bilimcileri genellikle verilerle \u00e7al\u0131\u015fmaktan sorumludur ve genellikle desenleri ve i\u00e7g\u00f6r\u00fcleri tan\u0131mlamak i\u00e7in b\u00fcy\u00fck veri k\u00fcmeleriyle \u00e7al\u0131\u015f\u0131rlar.<\/p><div class=\"ghostkit-testimonial\"><div class=\"ghostkit-testimonial-content\"><p>Veri bilimcileri, verilerin analiz i\u00e7in toplanmas\u0131n\u0131 ve temizlenmesini sa\u011flayan algoritmalar geli\u015ftirmede kritik \u00f6neme sahiptir. Ayr\u0131ca, sa\u011fl\u0131kl\u0131 bir veri s\u00fcreci olu\u015fturmaktan ve tahmine dayal\u0131 modellerin en g\u00fcncel verilere eri\u015febilmesini sa\u011flamaktan da sorumludurlar.<\/p><\/div><div class=\"ghostkit-testimonial-meta\"><div class=\"ghostkit-testimonial-name\"><strong>Lyle Florez<\/strong><\/div><div class=\"ghostkit-testimonial-source\"><a href=\"https:\/\/easypeoplesearch.com\/\" rel=\"noreferrer noopener nofollow\" target=\"_blank\">EasyPeopleSearch&#8217;\u00fcn<\/a>\u00a0Kurucusu<\/div><\/div><\/div><div class=\"ghostkit-alert\"><div class=\"ghostkit-alert-content\"><p><strong>Profesyonel \u0130pucu:<\/strong> Deneyim kazanmak i\u00e7in, yerel bir kurulu\u015f i\u00e7in verilerle \u00e7al\u0131\u015fmaya g\u00f6n\u00fcll\u00fc olabilir veya \u00e7al\u0131\u015fmalar\u0131n\u0131z\u0131n bir par\u00e7as\u0131 olarak veri odakl\u0131 bir proje \u00fcstlenebilirsiniz.\u00a0<\/p><\/div><\/div><h4 id=\"6-stay-up-to-date-with-the-latest-advancements\" class=\"wp-block-heading\"><strong>6. En son geli\u015fmelerden haberdar olun.<\/strong><\/h4><p>Yapay Zeka ve Makine \u00d6\u011frenmesi s\u00fcrekli olarak geli\u015fmektedir, bu nedenle en son geli\u015fmelerden haberdar olmak \u00e7ok \u00f6nemlidir. \u0130lgili blog yaz\u0131lar\u0131n\u0131 ve makaleleri okuyarak, konferanslara kat\u0131larak ve alandaki yeni geli\u015fmeler hakk\u0131nda kurslar alarak yap\u0131labilir.<\/p><p><strong><em>Ola\u011fan\u00fcst\u00fc<\/em><\/strong>\u00a0<em>\u00d6zge\u00e7mi\u015f Yazarlar\u0131 Direkt\u00f6r\u00fc Steven McConnell da bizimle ayn\u0131 fikirde ve \u015f\u00f6yle diyor:<\/em><\/p><div class=\"ghostkit-testimonial\"><div class=\"ghostkit-testimonial-icon\">\u00a0<\/div><div class=\"ghostkit-testimonial-content\"><p>Yapay zeka, on y\u0131l\u0131n en \u00e7ok talep g\u00f6ren becerilerinden sadece biri de\u011fil; Ayn\u0131 zamanda s\u00fcrekli geli\u015fmektedir, bu nedenle geni\u015f alanlar\u0131ndan herhangi birinde kariyer yapmak isteyen herkes sekt\u00f6rdeki en yeni geli\u015fmelerden haberdar olmal\u0131d\u0131r. \u00c7evrimi\u00e7i kurslar ve sertifikalar bu ama\u00e7la size yard\u0131mc\u0131 olabilir.<\/p><\/div><\/div><h4 id=\"7-get-a-degree-or-certification-in-a-related-field\" class=\"wp-block-heading\"><strong>7. \u0130lgili bir alanda Derece veya Sertifika al\u0131n.<\/strong><\/h4><p>AI ve ML&#8217;nin h\u0131zl\u0131 geli\u015fimi ile, bu beceri setlerine sahip profesyonellere olan talep h\u0131zla artmaktad\u0131r. Neredeyse her end\u00fcstri, i\u015f operasyonlar\u0131n\u0131 geli\u015ftirmek i\u00e7in AI ve ML&#8217;den yararlanman\u0131n yollar\u0131n\u0131 ar\u0131yor ve bunun ger\u00e7ekle\u015fmesi i\u00e7in vas\u0131fl\u0131 i\u015f\u00e7ilere ihtiya\u00e7lar\u0131 var.<\/p><p>AI ve ML&#8217;deki bir derece veya sertifika, i\u015fletmelerin g\u00f6revleri otomatikle\u015ftirmelerine, daha iyi kararlar almalar\u0131na ve alt sat\u0131rlar\u0131n\u0131 iyile\u015ftirmelerine yard\u0131mc\u0131 olabilecek \u00e7\u00f6z\u00fcmler geli\u015ftirmek ve da\u011f\u0131tmak i\u00e7in ihtiyac\u0131n\u0131z olan becerileri sa\u011flayabilir. Do\u011fru e\u011fitimle, rekabette \u00f6ne ge\u00e7mek isteyen herhangi bir \u015firket i\u00e7in paha bi\u00e7ilmez bir varl\u0131k haline gelebilirsiniz.<\/p><div class=\"ghostkit-testimonial\"><div class=\"ghostkit-testimonial-icon\">\u00a0<\/div><div class=\"ghostkit-testimonial-content\"><p>AI ve ML&#8217;de kariyer yapmak istiyorsan\u0131z, bu alanda bir dereceye veya sertifikaya sahip olman\u0131z\u0131 \u00f6neririm. Bir\u00e7ok \u00fcniversite ve \u00e7evrimi\u00e7i platform art\u0131k Yapay Zeka ve Makine \u00d6\u011frenmesi i\u00e7in farkl\u0131 kurslar sunuyor. Bunun nedeni, ara\u015ft\u0131rma bilimcileri, AI m\u00fchendisleri ve b\u00fcy\u00fck veri m\u00fchendisleri gibi en \u00fcst d\u00fczey AI mesleklerinin \u00e7o\u011funun y\u00fcksek lisans derecesi gerektirmesidir. \u00c7o\u011fu AI i\u015fi, adaylar\u0131n MATLAB, C \/ C ++ ve Python&#8217;da sa\u011flam programlama bilgi ve becerilerine sahip olmalar\u0131n\u0131 gerektirecektir. Bu becerileri kendi ba\u015f\u0131n\u0131za veya \u00e7evrimi\u00e7i video izleyerek \u00f6\u011frenemezsiniz. Bu nedenle, ba\u015flamak ve bu alanda profesyonel olmak i\u00e7in bir derece veya sertifika alman\u0131z gerekir.<\/p><\/div><div class=\"ghostkit-testimonial-meta\"><div class=\"ghostkit-testimonial-name\"><strong>Leslie Radka<\/strong><\/div><div class=\"ghostkit-testimonial-source\">Kurucu ve \u0130\u015fe Al\u0131m M\u00fcd\u00fcr\u00fc,\u00a0<a href=\"https:\/\/greatpeoplesearch.com\/\" rel=\"noreferrer noopener nofollow\" target=\"_blank\">GreatPeopleSearch<\/a><\/div><\/div><\/div><div class=\"ghostkit-testimonial\"><div class=\"ghostkit-testimonial-icon\">\u00a0<\/div><div class=\"ghostkit-testimonial-content\"><p>Benim d\u00fc\u015f\u00fcnceme g\u00f6re, yapay zeka (AI) ve makine \u00f6\u011frenmesi (ML), kurulu\u015flar\u0131n daha ak\u0131ll\u0131 ve daha h\u0131zl\u0131 kararlar ve \u00fcr\u00fcnler almas\u0131na yard\u0131mc\u0131 olmak i\u00e7in giderek daha \u00f6nemli hale geliyor. Yapay Zeka ve Makine \u00d6\u011frenmesi alan\u0131nda y\u00fcksek lisans derecesi, g\u00fcn\u00fcm\u00fcz pazar\u0131nda h\u0131zla y\u00fckselen ve talep g\u00f6ren bir alan olan ilgin\u00e7 bir makine \u00f6\u011frenmesi veya yapay zeka i\u015fine ge\u00e7i\u015f yapman\u0131za yard\u0131mc\u0131 olabilir. Yapay zeka alan\u0131nda y\u00fcksek lisans derecesi, firmalar\u0131nda veya sekt\u00f6rlerinde liderlik veya y\u00f6netici rolleri \u00fcstlenerek yapay zeka kariyerlerini ilerletmek isteyen deneyimli teknoloji \u00e7al\u0131\u015fanlar\u0131 i\u00e7in de iyi bir yat\u0131r\u0131md\u0131r.<\/p><\/div><div class=\"ghostkit-testimonial-meta\"><div class=\"ghostkit-testimonial-name\"><strong>Tim Davidson<\/strong><\/div><div class=\"ghostkit-testimonial-source\"><a href=\"https:\/\/www.cartitleloanlenders.com\/\" rel=\"noreferrer noopener nofollow\" target=\"_blank\">Ara\u00e7 Unvan\u0131 Kredi Verenleri<\/a>\u00a0Ba\u015fkan\u0131<\/div><\/div><\/div><div class=\"ghostkit-testimonial\"><div class=\"ghostkit-testimonial-icon\">\u00a0<\/div><div class=\"ghostkit-testimonial-content\"><p>Yapay zeka ve makine \u00f6\u011frenmesi alan\u0131nda bir kariyere ba\u015flamak istiyorsan\u0131z, konuyla ilgili bir dereceye ihtiyac\u0131n\u0131z olacak (\u00e7o\u011fu durumda). Bilgisayar bilimlerinde bir y\u00fcksek lisans derecesi veya PG diplomas\u0131 genellikle en iyi eylem \u015feklidir ve ilerlemek i\u00e7in gerekli t\u00fcm temel becerileri ve bilgileri size verecek olan \u015feydir. AI d\u00fcnyas\u0131na ba\u015flamak i\u00e7in ba\u011f\u0131ms\u0131z olarak \u00e7al\u0131\u015f\u0131yorsan\u0131z, o zaman sadece bilgisayar bilimi de\u011fil, ayn\u0131 zamanda belirli programlama ve algoritma becerilerinin yan\u0131 s\u0131ra belki de i\u015f veya k\u00fclt\u00fcr konular\u0131n\u0131 da alman\u0131z\u0131 \u00f6neririm, \u00e7\u00fcnk\u00fc bunlar AI&#8217;da da rol oynar!<\/p><\/div><div class=\"ghostkit-testimonial-meta\"><div class=\"ghostkit-testimonial-name\"><strong>Arjantin<\/strong><\/div><div class=\"ghostkit-testimonial-source\"><a href=\"https:\/\/www.withpower.com\/\" rel=\"noreferrer noopener nofollow\" target=\"_blank\">Power&#8217;\u0131n<\/a>\u00a0kurucu orta\u011f\u0131 ve CEO&#8217;su<\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f2e070b elementor-widget elementor-widget-heading\" data-id=\"f2e070b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u00d6rnek Olay \u0130ncelemesi\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2e1eb72 elementor-widget elementor-widget-text-editor\" data-id=\"2e1eb72\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>\u015eu anda\u00a0<a href=\"https:\/\/www.myshare.com\/\" rel=\"noreferrer noopener nofollow\" target=\"_blank\"><em>MyShare.com<\/em><\/a>\u00a0<em>adl\u0131 bir finansal tahmin hizmeti \u015firketinde \u00e7al\u0131\u015fan deneyimli bir AI uzman\u0131\u00a0<\/em>olan\u00a0<strong><em>Richard Billingsley<\/em><\/strong><em>, Yapay Zeka kariyer yolu hakk\u0131ndaki g\u00f6r\u00fc\u015flerini payla\u015ft\u0131:<\/em><\/p><div class=\"ghostkit-testimonial\"><div class=\"ghostkit-testimonial-icon\">\u00a0<\/div><div class=\"ghostkit-testimonial-content\"><p>Son 10 y\u0131lda, Yapay Zeka ve Makine \u00d6\u011frenmesi alan\u0131nda bir kariyere ba\u015flamak \u00e7ok daha kolay hale geldi.<\/p><p>Ba\u015flamak ve konuyla ilgilenip ilgilenmedi\u011finizi \u00f6\u011frenmek i\u00e7in, ba\u015fkalar\u0131n\u0131n makine \u00f6\u011frenmesi fikirlerini nas\u0131l uygulayaca\u011f\u0131n\u0131z\u0131 ve TensorFlow ve Torch gibi ana \u00e7er\u00e7eveleri nas\u0131l kullanaca\u011f\u0131n\u0131z\u0131 \u00f6\u011freten Kaggle yar\u0131\u015fmalar\u0131 ve \u00e7evrimi\u00e7i kurslar vard\u0131r. Bu, ana fikirleri tan\u0131mak i\u00e7in iyi bir yoldur ve sistem uygulamas\u0131n\u0131n teknik \u00e7al\u0131\u015fmalar\u0131n\u0131 seviyorsan\u0131z, o zaman gitmek i\u00e7in iyi bir yoldur.<\/p><p>Bir sonraki seviye asl\u0131nda bir yerde bir kurs okumakt\u0131r. Bir\u00e7ok \u00fcniversite art\u0131k yapay zeka ve do\u011fal dil i\u015fleme konusunda ger\u00e7ekten iyi kurslar sunuyor. \u00dcniversitede okuyarak, sadece bir modelin nas\u0131l uygulanaca\u011f\u0131n\u0131 ve ince ayar yap\u0131laca\u011f\u0131n\u0131 \u00f6\u011frenmekle kalmaz, ayn\u0131 zamanda nas\u0131l ve neden \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 da \u00f6\u011frenirsiniz. Bu, kendi \u00f6\u011frenme sistemlerinizi geli\u015ftirmeye ve neler olup bitti\u011fini ger\u00e7ekten anlamaya do\u011fru sizi bir ad\u0131m \u00f6ne \u00e7\u0131kar\u0131r.<\/p><p>Ara\u015ft\u0131rma y\u00f6nlerini ger\u00e7ekten seviyorsan\u0131z, doktora yapmaya bile devam edebilirsiniz. ve AI geli\u015fiminin en u\u00e7 noktas\u0131nda makaleler yay\u0131nlay\u0131n. Yapay Zeka alan\u0131nda doktora yaparken yapmak istedi\u011fim \u015fey buydu. Mezun olduktan sonra, bir sa\u011fl\u0131k sigortas\u0131 tazminat talebi sahtekarl\u0131\u011f\u0131 tespit \u015firketinde \u00e7al\u0131\u015fmaya ba\u015flad\u0131m. Bunu takiben, birka\u00e7 \u00fcniversitede sosyal robotik ve do\u011fal dil i\u015fleme \u00fczerine doktora sonras\u0131 ara\u015ft\u0131rmalar yaparak \u00e7al\u0131\u015ft\u0131m ve bu inan\u0131lmaz e\u011flenceliydi. Robocup&#8217;ta kazanan tak\u0131m i\u00e7in i\u00e7ecek servisi yapan ve \u00e7antalar\u0131n\u0131z\u0131 ta\u015f\u0131yan robotlar geli\u015ftirdik.<\/p><p>\u015eimdi, MyShare.com adl\u0131 bir finansal tahmin hizmeti \u015firketinde \u00e7al\u0131\u015f\u0131yorum. Haberleri okuyan do\u011fal dil i\u015flemeden, k\u0131sa, orta ve uzun vadede hisse fiyat\u0131 tahminleri yapan finansal modellere kadar AI&#8217;n\u0131n bir\u00e7ok y\u00f6n\u00fcn\u00fc kullan\u0131yoruz. \u00c7al\u0131\u015fmalar\u0131m\u0131n \u00fcretken, yenilik\u00e7i ve di\u011fer insanlara yard\u0131mc\u0131 olacak \u015fekilde kullan\u0131ld\u0131\u011f\u0131n\u0131 g\u00f6rmeyi tatmin edici buluyorum.<\/p><p>Yapay Zeka ile ilgili g\u00fczel olan \u015fey, neredeyse herkesin bunu yapabilmesidir. \u0130htiyac\u0131n\u0131z olan tek \u015fey bir NVIDIA grafik kart\u0131, CUDA, Torch ve Nuppy gibi baz\u0131 python k\u00fct\u00fcphaneleri ve baz\u0131 verilere sahip bir oyun bilgisayar\u0131 ve kendi modelinizi e\u011fitebilirsiniz. PythonAnywhere veya iyi bar\u0131nd\u0131rma \u015firketlerinden herhangi biri ile bir web sitesi yapmak kolayd\u0131r ve orada kendi Yapay Zeka sitenizi kurup \u00e7al\u0131\u015ft\u0131rabilirsiniz. MRG&#8217;den kanseri tespit etmek, dilleri \u00e7evirmek, yeni moda tasarlamak veya sosyal sohbet robotlar\u0131 olsun, yeni, e\u011flenceli ve canland\u0131r\u0131c\u0131d\u0131r. Ama borsalar\u0131 tahmin etmeye gitmeyin \u00e7\u00fcnk\u00fc bunu zaten yap\u0131yoruz!<\/p><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a231a9 elementor-widget elementor-widget-heading\" data-id=\"5a231a9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Sonu\u00e7<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e3b757d elementor-widget elementor-widget-text-editor\" data-id=\"e3b757d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>Yapay Zeka ve Makine \u00d6\u011frenmesi, \u015fu anda teknolojideki en s\u0131cak konulardan ikisidir. Do\u011fru beceri setine sahip olanlar i\u00e7in geni\u015f f\u0131rsatlar var. Google, Facebook ve Microsoft dahil olmak \u00fczere bir\u00e7ok teknoloji \u015firketi, AI ve ML uzmanlar\u0131n\u0131 aktif olarak i\u015fe al\u0131yor.<\/p><p>\u0130\u015f piyasas\u0131 sadece \u00f6n\u00fcm\u00fczdeki y\u0131llarda daha rekabet\u00e7i hale gelecektir, bu y\u00fczden \u015fimdi Yapay Zeka ve Makine \u00d6\u011frenmesi alan\u0131nda bir kariyerle ilgileniyorsan\u0131z, e\u011fitiminize ve beceri setinize yat\u0131r\u0131m yapmaya ba\u015flaman\u0131n zaman\u0131 geldi.<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-14215f2 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"14215f2\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-b1f52c1\" data-id=\"b1f52c1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-accffc1 elementor-widget elementor-widget-image\" data-id=\"accffc1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/egemen-kaya\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"1080\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar.png\" class=\"attachment-full size-full wp-image-3715\" alt=\"yapay-zeka-yazar\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar.png 1080w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-300x300.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-1024x1024.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-150x150.png 150w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-768x768.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-12x12.png 12w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c744c7b elementor-widget elementor-widget-heading\" data-id=\"c744c7b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/aix.web.tr\/yapay-zeka-ghb-dil-edinim-modeli\/\">Dil Edinim Modeli<\/a><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b6d86e elementor-widget elementor-widget-heading\" data-id=\"1b6d86e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Yapay Zeka Edit\u00f6r<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-230c5ff elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"230c5ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"social-icons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-social-icons-wrapper elementor-grid\">\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-globe elementor-repeater-item-77a48c2\" href=\"https:\/\/aix.web.tr\/yapay-zeka-ghb-dil-edinim-modeli\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Globe<\/span>\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-globe\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-a5ab3f3\" data-id=\"a5ab3f3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1c8ea13 elementor-widget elementor-widget-heading\" data-id=\"1c8ea13\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Bunlar ilginizi \u00e7ekebilir!<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec4208a premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"ec4208a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;premium_blog_columns_number&quot;:&quot;33.33%&quot;,&quot;premium_blog_grid&quot;:&quot;yes&quot;,&quot;premium_blog_layout&quot;:&quot;even&quot;,&quot;premium_blog_columns_number_tablet&quot;:&quot;50%&quot;,&quot;premium_blog_columns_number_mobile&quot;:&quot;100%&quot;}\" data-widget_type=\"premium-addon-blog.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\n\n\t\t\t\t<div class=\"premium-blog-wrap  premium-blog-even\" data-page=\"5163\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-300x158.jpeg\" class=\"attachment-medium size-medium wp-image-6899\" alt=\"ChatGPT&#039;den Claude&#039;a Neden Ge\u00e7iliyor?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-300x158.jpeg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-1024x538.jpeg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-768x403.jpeg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-1536x806.jpeg 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-2048x1075.jpeg 2048w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-18x9.jpeg 18w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/chatgptden-claudea-neden-geciliyor\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/chatgptden-claudea-neden-geciliyor\/\" target=\"_self\">\n\t\t\t\tChatGPT&#8217;den Claude&#8217;a Neden Ge\u00e7iliyor?\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"167\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-300x167.png\" class=\"attachment-medium size-medium wp-image-6890\" alt=\"Google Gemini Nedir Kapsaml\u0131 Rehber ve \u00d6zellikler\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-300x167.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-1024x572.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-768x429.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-18x10.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler.png 1376w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/google-gemini-nedir-rehberi\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/google-gemini-nedir-rehberi\/\" target=\"_self\">\n\t\t\t\tGoogle Gemini Nedir? Kapsaml\u0131 Rehber ve \u00d6zellikler\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"167\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-300x167.png\" class=\"attachment-medium size-medium wp-image-6883\" alt=\"Yapay Zeka Ulusal Altyap\u0131 m\u0131 Oluyor Stratejik G\u00fc\u00e7 Sava\u015f\u0131\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-300x167.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-1024x572.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-768x429.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-18x10.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi.png 1376w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ulusal-altyapi-yonetimi\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ulusal-altyapi-yonetimi\/\" target=\"_self\">\n\t\t\t\tYapay Zeka Ulusal Altyap\u0131 m\u0131 Oluyor? Stratejik G\u00fc\u00e7 Sava\u015f\u0131\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>2023&#8217;te Yapay Zeka ve Makine \u00d6\u011frenmesi alan\u0131nda bir kariyere nas\u0131l ba\u015flan\u0131r? Yapay Zeka ve Makine \u00d6\u011frenmesine Giri\u015f Yapay Zeka (AI) ve Makine \u00d6\u011frenmesi (ML), genellikle&hellip;<\/p>","protected":false},"author":1,"featured_media":5164,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[63,17,48],"class_list":["post-5163","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-makine-ogrenmesi","tag-yapay-zeka","tag-yapay-zeka-nedir"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5163","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/comments?post=5163"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5163\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/5164"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=5163"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=5163"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=5163"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}