{"id":6306,"date":"2024-02-13T10:22:19","date_gmt":"2024-02-13T10:22:19","guid":{"rendered":"https:\/\/aix.web.tr\/?p=6306"},"modified":"2024-04-01T04:38:13","modified_gmt":"2024-04-01T04:38:13","slug":"yapay-zeka-muhendisi-nedir","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/yapay-zeka-muhendisi-nedir\/","title":{"rendered":"Yapay Zeka M\u00fchendisi Nedir?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"6306\" class=\"elementor elementor-6306\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1fb9725 elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1fb9725\" 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 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href=\"https:\/\/aix.web.tr\/basvuru\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">EK\u0130BE KATIL<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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<\/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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d2be7d5 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d2be7d5\" data-element_type=\"section\" data-e-type=\"section\" 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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-e8a5825\" data-id=\"e8a5825\" 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-913dd15 elementor-widget elementor-widget-heading\" data-id=\"913dd15\" 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\">Yapay Zeka M\u00fchendisi Nedir?<\/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-0b33422 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0b33422\" data-element_type=\"section\" data-e-type=\"section\">\n\t\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-a733764\" data-id=\"a733764\" 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-4dd9f7c elementor-widget elementor-widget-text-editor\" data-id=\"4dd9f7c\" 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=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"flex-1 overflow-hidden\"><div class=\"react-scroll-to-bottom--css-fumkx-79elbk h-full\"><div class=\"react-scroll-to-bottom--css-fumkx-1n7m0yu\"><div class=\"flex flex-col text-sm gizmo:pb-9 dark:bg-gray-800 gizmo:dark:bg-transparent\"><div class=\"w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-3\"><div class=\"p-4 gizmo:py-2 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 gizmo:gap-3 gizmo:md:px-5 gizmo:lg:px-1 gizmo:xl:px-5 md:max-w-2xl lg:max-w-[38rem] gizmo:md:max-w-3xl gizmo:lg:max-w-[40rem] gizmo:xl:max-w-[48rem] xl:max-w-3xl } group final-completion\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gizmo:w-full lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col max-w-full gap-3 gizmo:gap-0\"><div class=\"min-h-[20px] text-message flex flex-col items-start gap-3 whitespace-pre-wrap break-words [.text-message+&amp;]:mt-5 overflow-x-auto\" data-message-author-role=\"assistant\" data-message-id=\"fbaab8fa-3489-4c21-88b5-706277815ba2\"><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> m\u00fchendisi, bir organizasyonun yapay zeka uygulamalar\u0131n\u0131 olu\u015fturarak, entegre ederek, test ederek ve s\u00fcrd\u00fcrerek sorumludur. Bu, sadece derin bir yapay zeka bilgisini de\u011fil, ayn\u0131 zamanda programlama ve istatistik yeteneklerini de i\u00e7erir.<\/p><p>Yapay zeka m\u00fchendisleri, gelecekteki olaylar\u0131 analiz edebilen, \u00f6\u011frenebilen ve tahmin edebilen ak\u0131ll\u0131 algoritmalar geli\u015ftirmekle y\u00fck\u00fcml\u00fcd\u00fcr. Bu algoritmalar daha sonra yapay zeka modellerine ve sistemlerine d\u00f6n\u00fc\u015ft\u00fcr\u00fcl\u00fcr ve ard\u0131ndan test edilip s\u00fcrd\u00fcr\u00fclerek optimize edilir.<\/p><p>Netflix, Spotify veya YouTube gibi platformlar\u0131 kulland\u0131\u011f\u0131m\u0131zda, kar\u015f\u0131m\u0131za \u00e7\u0131kan \u00f6nerilerin arkas\u0131nda yapay zeka m\u00fchendislerinin \u00e7al\u0131\u015fmalar\u0131 bulunmaktad\u0131r. Ayn\u0131 \u015fekilde, sohbet robotlar\u0131 veya yapay zeka sesli asistanlar\u0131 ile etkile\u015fimde bulundu\u011fumuzda da bu profesyonellerin eme\u011fi vard\u0131r. Yapay zeka m\u00fchendisleri, \u015firketlere \u00f6zelle\u015ftirilmi\u015f \u00fcr\u00fcnler geli\u015ftirerek verimliliklerini art\u0131rmalar\u0131na, maliyetleri d\u00fc\u015f\u00fcrmelerine ve bilin\u00e7li i\u015f kararlar\u0131 almalar\u0131na yard\u0131mc\u0131 olurlar.<\/p><p>CVS Health&#8217;te yapay zeka m\u00fchendisi olarak g\u00f6rev yapan Tariq Haque, m\u00fc\u015fteri kararlar\u0131n\u0131 daha bilin\u00e7li hale getirerek etkile\u015fimleri optimize etmeye yard\u0131mc\u0131 olmaktad\u0131r. Haque, manuel olarak ger\u00e7ekle\u015ftiremeyece\u011fi karma\u015f\u0131k hesaplamalar\u0131 yapay zekan\u0131n ger\u00e7ekle\u015ftirdi\u011fini belirtiyor ve bu sayede m\u00fc\u015fteri taleplerini daha iyi anlay\u0131p kar\u015f\u0131layabildi\u011fini ifade ediyor.<\/p><p>LinkedIn&#8217;de yapay zeka \u00fczerine \u00e7al\u0131\u015fan yaz\u0131l\u0131m m\u00fchendisi Gayatri Shandar, reklamc\u0131l\u0131k yapay zekas\u0131 alan\u0131nda uzmanla\u015fm\u0131\u015ft\u0131r. LinkedIn&#8217;deki gizlilik ve \u015feffafl\u0131k k\u0131s\u0131tlamalar\u0131na ra\u011fmen, Shandar&#8217;\u0131n \u00e7al\u0131\u015fmalar\u0131, kullan\u0131c\u0131lara ilgili reklamlar\u0131 g\u00f6sterme konusunda platforma esneklik sa\u011flamaktad\u0131r. Shandar, ayn\u0131 zamanda Peloton&#8217;da makine \u00f6\u011frenimi m\u00fchendisi olarak \u00e7al\u0131\u015fm\u0131\u015f ve \u015firketin tavsiye sistemini geli\u015ftirmi\u015f, kullan\u0131c\u0131lar\u0131n e\u011fitmen tercihleri ve kondisyon seviyelerine dayal\u0131 \u00f6neriler sunmu\u015ftur.<\/p><p>Shandar, &#8220;Veri bilimi, m\u00fchendislik ve \u00fcr\u00fcn geli\u015ftirme gibi bir\u00e7ok rol\u00fc \u00fcstleniyoruz ve \u00e7al\u0131\u015ft\u0131\u011f\u0131m\u0131z \u015firketin b\u00fcy\u00fckl\u00fc\u011f\u00fcne ba\u011fl\u0131 olarak bir\u00e7ok farkl\u0131 \u015fapkay\u0131 tak\u0131yoruz,&#8221; diyor. &#8220;[Yapay zeka m\u00fchendisleri], bir \u00f6zelli\u011fi hayata ge\u00e7irme s\u00fcrecinde y\u00f6neticilere ve di\u011fer payda\u015flara da yard\u0131mc\u0131 oluyorlar.&#8221;<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/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-9eee00e elementor-widget elementor-widget-image\" data-id=\"9eee00e\" 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\/2024\/02\/Yapay-Zeka-Muhendisi-Nedir.webp\" class=\"attachment-large size-large wp-image-6307\" alt=\"Yapay Zeka M\u00fchendisi Nedir?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/02\/Yapay-Zeka-Muhendisi-Nedir.webp 942w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/02\/Yapay-Zeka-Muhendisi-Nedir-300x200.webp 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/02\/Yapay-Zeka-Muhendisi-Nedir-768x512.webp 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/02\/Yapay-Zeka-Muhendisi-Nedir-18x12.webp 18w\" 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 M\u00fchendisi Nedir?<\/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-a938daf elementor-widget elementor-widget-heading\" data-id=\"a938daf\" 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\">Bir Yapay Zeka M\u00fchendisinin Sorumluluklar\u0131\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e554dda elementor-widget elementor-widget-text-editor\" data-id=\"e554dda\" 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>Yapay zeka m\u00fchendisleri, yapay zekaya dayal\u0131 organizasyonlarda kritik bir rol oynamaktad\u0131r. Sadece \u00e7\u00f6z\u00fcmlenebilecek sorunlar\u0131 tan\u0131mlamakla kalmay\u0131p ayn\u0131 zamanda yapay zeka sistemlerinin geli\u015ftirilmesi, \u00fcretilmesi ve uygulanmas\u0131 konusunda da sorumluluk ta\u015f\u0131rlar.<\/p><h4><strong>Yapay Zeka M\u00fchendisinin Sorumluluklar\u0131<\/strong><\/h4><p>Bu uzmanlar, yapay zeka altyap\u0131s\u0131n\u0131n olu\u015fturulmas\u0131 ve y\u00f6netilmesi, gelecekteki kararlara rehberlik edecek istatistiksel analizlerin ger\u00e7ekle\u015ftirilmesi, elde edilen sonu\u00e7lar\u0131n yorumlanmas\u0131 gibi \u00f6zel g\u00f6revleri \u00fcstlenirler. Ayr\u0131ca yapay zeka modellerini s\u0131f\u0131rdan olu\u015fturmak, \u00fcr\u00fcn y\u00f6neticilerine ve di\u011fer ekiplere bu modellerin uygulanmas\u0131 ve analiz edilmesine yard\u0131mc\u0131 olmak, \u00f6\u011frenme modellerini belirli uygulamalara d\u00f6n\u00fc\u015ft\u00fcrmek de sorumluluklar\u0131 aras\u0131nda yer al\u0131r.<\/p><h4><strong>Veri D\u00fczenleme ve Haz\u0131rlama<\/strong><\/h4><p>Yapay zeka m\u00fchendisleri, veri d\u00fczenlemesi yapmak, beslenen verilerin do\u011fru ve beklenen \u015fekilde oldu\u011fundan emin olmak, verileri daha iyi depolama, haz\u0131rlama, \u00e7\u0131kartma ve d\u00f6n\u00fc\u015ft\u00fcrme konular\u0131nda \u00e7al\u0131\u015fmalar yapmakla sorumludur.<\/p><h4><strong>Model Ayarlama ve Problem \u00c7\u00f6zme<\/strong><\/h4><p>Bu uzmanlar, \u00e7\u00f6zmek istedikleri problem i\u00e7in hangi modelleme tekniklerinin i\u015fe yarad\u0131\u011f\u0131n\u0131 belirleme g\u00f6reviyle kar\u015f\u0131 kar\u015f\u0131yad\u0131rlar. Makine \u00f6\u011frenimi, derin \u00f6\u011frenme, do\u011fal dil i\u015fleme, bilgisayarl\u0131 g\u00f6rme gibi \u00e7e\u015fitli teknikleri kullanarak \u00e7e\u015fitli problemlere \u00e7\u00f6z\u00fcmler \u00fcretirler.<\/p><h4><strong>Programlama ve Yaz\u0131l\u0131m Geli\u015ftirme<\/strong><\/h4><p>Yapay zeka m\u00fchendisleri, iyi, eski moda programlamay\u0131 gerektiren i\u015flerle u\u011fra\u015f\u0131rlar. Yaz\u0131l\u0131m olu\u015fturma, test etme, da\u011f\u0131tma, tekrar test etme ve s\u00fcrekli iyile\u015ftirme ad\u0131mlar\u0131n\u0131 i\u00e7eren s\u00fcre\u00e7lerle \u015firkete fayda sa\u011flayan \u00fcr\u00fcnler ortaya \u00e7\u0131kar\u0131rlar.<\/p><h4><strong>Odakl\u0131 Makine \u00d6\u011frenimi Ara\u015ft\u0131rma ve Analizi<\/strong><\/h4><p>Baz\u0131 yapay zeka m\u00fchendisleri, \u00f6zellikle derin \u00f6\u011frenme teknolojisini belirli bir alanda uygulayarak, \u00f6rne\u011fin t\u0131bbi g\u00f6r\u00fcnt\u00fclerin analizi ile t\u0131bbi ara\u015ft\u0131rmalar\u0131 ve te\u015fhisleri ilerletmekle ilgilenirler. Bu alanda yapacaklar\u0131 ara\u015ft\u0131rmalarla \u015firketin verimlili\u011fini art\u0131rmaktan ziyade, daha geni\u015f bir toplulu\u011fa katk\u0131 sa\u011flarlar.<\/p><h4><strong>Farkl\u0131 Alanlarda Yapay Zeka M\u00fchendisli\u011fi<\/strong><\/h4><p>Yapay zeka m\u00fchendisleri, hem kurumsal d\u00fcnyada hem de akademik alanlarda \u00e7e\u015fitli roller \u00fcstlenerek, teknolojinin ilerlemesine katk\u0131da bulunmaktad\u0131rlar.<\/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-ff00756 elementor-widget elementor-widget-heading\" data-id=\"ff00756\" 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 M\u00fchendisi ve Veri Bilimcisi\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e8fd6a elementor-widget elementor-widget-text-editor\" data-id=\"4e8fd6a\" 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>Abdullah, \u00f6nceden Anthem ve ADP gibi \u015firketlerde veri bilimci olarak g\u00f6rev yap\u0131yordu, \u015fu anda ise Duke \u00dcniversitesi&#8217;nde \u00e7al\u0131\u015fmaktad\u0131r. Abdullah&#8217;a g\u00f6re, veri bilimcileri ile yapay zeka m\u00fchendisleri, veri m\u00fchendisleri gibi pozisyonlar aras\u0131nda &#8220;bir\u00e7ok \u00f6rt\u00fc\u015fme&#8221; bulunmaktad\u0131r. Baz\u0131 durumlarda, bir \u015firketteki veri bilimci ile ba\u015fka bir \u015firketteki yapay zeka m\u00fchendisinin g\u00f6revleri benzerlik g\u00f6sterebilir.<\/p><p>Ancak, \u00f6nemli farkl\u0131l\u0131klar da mevcuttur. Veri bilimcileri, veri toplama, analiz ve g\u00f6rselle\u015ftirme s\u00fcre\u00e7lerini y\u00f6netir; ard\u0131ndan bulgular\u0131 kullanarak bazen modeller olu\u015ftururlar. \u00d6te yandan, yapay zeka m\u00fchendisleri yapay zeka sistemleri ve \u00fcr\u00fcnleri tasarlar ve olu\u015fturur.<\/p><p>\u00d6rne\u011fin, bir veri bilimci, y\u0131lda 70.000 dolar kazanan 25 ya\u015f\u0131ndaki bir kad\u0131n\u0131n New York&#8217;ta hangi parf\u00fcm\u00fc sat\u0131n alma olas\u0131l\u0131\u011f\u0131n\u0131n daha y\u00fcksek oldu\u011funu belirleyebilir. Bir yapay zeka m\u00fchendisi ise bu bilgiyi otomatik bir \u00fcr\u00fcn olu\u015fturmak, al\u0131\u015fveri\u015f \u00f6nerisi arac\u0131 veya hedefli bir e-posta pazarlama kampanyas\u0131 gibi insan m\u00fcdahalesine gerek olmadan kullanmak i\u00e7in bir ara\u00e7 geli\u015ftirecektir.<\/p><p><a href=\"https:\/\/www.entanglement.ai\/\" target=\"_blank\" rel=\"noopener\">Siber tehdit tespitine odaklanan Entanglement <\/a>adl\u0131 kuantum bili\u015fim ve yapay zeka giri\u015fiminde \u00e7al\u0131\u015fan yapay zeka m\u00fchendisi Andrew Seligson, yapay zeka m\u00fchendislerinin yapt\u0131klar\u0131n\u0131, veri bilimcilerinin son be\u015f veya 10 y\u0131ld\u0131r yapt\u0131klar\u0131 bir t\u00fcr &#8220;b\u00fcy\u00fcme&#8221; olarak tan\u0131mlamaktad\u0131r.<\/p><p>Seligson, &#8220;Veri bilimi ve veri m\u00fchendisli\u011fi rollerinde b\u00fcy\u00fck bir de\u011fi\u015fiklik ya\u015fand\u0131,&#8221; diyor. &#8220;Bu, yapay zeka m\u00fchendislerinin olduk\u00e7a geni\u015f bir beceri setine sahip olmalar\u0131 gerekti\u011fi anlam\u0131na geliyor. Veri bilimi, m\u00fchendislik, yapay zeka ve makine \u00f6\u011frenimi alanlar\u0131nda \u00e7ok \u00e7e\u015fitli konularda \u00e7al\u0131\u015fabilen bir ki\u015fi.&#8221; \u015feklinde a\u00e7\u0131klamalarda bulundu.<\/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-9335e04 elementor-widget elementor-widget-image\" data-id=\"9335e04\" 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=\"468\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/2023te-Nasil-Yapay-Zeka-Muhendisi-Olunur.jpg\" class=\"attachment-large size-large wp-image-5516\" alt=\"2023&#039;te Nas\u0131l Yapay Zeka M\u00fchendisi Olunur?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/2023te-Nasil-Yapay-Zeka-Muhendisi-Olunur.jpg 900w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/2023te-Nasil-Yapay-Zeka-Muhendisi-Olunur-300x167.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/2023te-Nasil-Yapay-Zeka-Muhendisi-Olunur-768x427.jpg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/2023te-Nasil-Yapay-Zeka-Muhendisi-Olunur-18x10.jpg 18w\" 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 Nas\u0131l Yapay Zeka M\u00fchendisi Olunur?<\/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-67d6c97 elementor-widget elementor-widget-heading\" data-id=\"67d6c97\" 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 M\u00fchendisleri i\u00e7in \u00d6nemli Beceriler\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eea8563 elementor-widget elementor-widget-text-editor\" data-id=\"eea8563\" 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<h4><strong>YAZILIM M\u00dcHEND\u0130SL\u0130\u011e\u0130 VE PROGRAMLAMA BECER\u0130LER\u0130<\/strong><\/h4><p>Bir yapay zeka m\u00fchendisi olarak, yapay zekan\u0131n \u00e7e\u015fitli y\u00f6nlerine dair geni\u015f ve sa\u011flam bilgiye ek olarak, yaz\u0131l\u0131m m\u00fchendisli\u011fi becerileri de hayati \u00f6neme sahiptir. Bu alanda en yayg\u0131n kullan\u0131lan diller aras\u0131nda Python, R, Java ve C++ bulunmaktad\u0131r.<\/p><h4><strong>MATEMAT\u0130K VE \u0130STAT\u0130ST\u0130K BECER\u0130LER\u0130<\/strong><\/h4><p>Makine \u00f6\u011frenimi modelleri matematiksel ilkeler \u00fczerine kuruldu\u011fundan, istatistik ve olas\u0131l\u0131k yapay zeka m\u00fchendisli\u011finin temel bile\u015fenlerindendir. Ayn\u0131 zamanda, bir yapay zeka m\u00fchendisinin belirli bir modelin ge\u00e7erlili\u011fini ve do\u011frulu\u011funu de\u011ferlendirmesi gerekti\u011finde, istatistiksel anlaml\u0131l\u0131k gibi kavramlar\u0131n sa\u011flam bir anlay\u0131\u015fa sahip olmas\u0131 yard\u0131mc\u0131 olacakt\u0131r.<\/p><h4><strong>PROBLEM \u00c7\u00d6ZME, \u0130LET\u0130\u015e\u0130M VE ELE\u015eT\u0130REL D\u00dc\u015e\u00dcNME BECER\u0130LER\u0130<\/strong><\/h4><p>Yapay zeka m\u00fchendisi olmak, \u00f6zellikle problem \u00e7\u00f6zme, ileti\u015fim ve ele\u015ftirel d\u00fc\u015f\u00fcnme becerileri gerektirdi\u011fi i\u00e7in sosyal yetenekleri de i\u00e7ermektedir. Seligson, m\u00fczik kompozisyonu ve dini \u00e7al\u0131\u015fmalar alan\u0131nda e\u011fitim ge\u00e7mi\u015fine sahip olmas\u0131ndan dolay\u0131, \u00f6zellikle ileti\u015fim konusunda teknik olmayan ge\u00e7mi\u015fine g\u00fcvenmek zorunda kald\u0131\u011f\u0131n\u0131 belirtiyor.<\/p><p>Seligson, &#8220;M\u00fchendisler, iyi teknik \u00e7al\u0131\u015fmalara sahip olman\u0131n yan\u0131 s\u0131ra, kendilerini teknik olmayan biri olarak a\u00e7\u0131k, \u00f6zl\u00fc ve mant\u0131kl\u0131 bir \u015fekilde ifade edebilme becerisine de sayg\u0131 g\u00f6sterirler&#8221; diyor. &#8220;STEM alan\u0131nda \u00e7al\u0131\u015ft\u0131\u011f\u0131m i\u00e7in, eski becerilerimin \u00e7o\u011funun h\u00e2l\u00e2 de\u011ferli oldu\u011funu fark ettim.&#8221;<\/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-de54e68 elementor-widget elementor-widget-heading\" data-id=\"de54e68\" 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 M\u00fchendisi E\u011fitim Gereksinimleri  \n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9f526eb elementor-widget elementor-widget-text-editor\" data-id=\"9f526eb\" 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>Rol gereksinimlerine uygun olarak, \u00e7e\u015fitli yapay zeka m\u00fchendisi pozisyonlar\u0131 genellikle bilgisayar bilimi, veri bilimi veya bilgi teknolojisi alanlar\u0131nda lisans derecesine sahip olmay\u0131 gerektirir. Programlama ve veri i\u015fleme gibi teknik becerilere hakim olmak da kritiktir. Daha y\u00fcksek seviyeli pozisyonlar hedefleyenler veya \u00f6zel makine \u00f6\u011frenimi projelerine ilgi duyanlar, yapay zeka veya ilgili bir disiplinde y\u00fcksek lisans derecesi edinmekten avantaj sa\u011flayabilirler.<\/p><p>Yapay zeka m\u00fchendisleri genellikle bilgisayar bilimi veya yaz\u0131l\u0131m m\u00fchendisli\u011fi ge\u00e7mi\u015fine sahip olabilir, ancak bu zorunlu bir \u015fart de\u011fildir. Adaylar, h\u0131zland\u0131r\u0131lm\u0131\u015f e\u011fitim kamplar\u0131 veya e\u011fitim kurslar\u0131 arac\u0131l\u0131\u011f\u0131yla bilgi edinebilecekleri gibi, ki\u015fisel projeler geli\u015ftirerek de yapay zeka uzmanl\u0131klar\u0131n\u0131 geli\u015ftirebilirler. Bu \u015fekilde, geleneksel akademik yollar\u0131n d\u0131\u015f\u0131nda da yapay zeka alan\u0131nda yetkinlik kazanmak m\u00fcmk\u00fcnd\u00fcr.<\/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-5578f56 elementor-widget elementor-widget-heading\" data-id=\"5578f56\" 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 M\u00fchendisi Nas\u0131l Olunur?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-994e46a elementor-widget elementor-widget-text-editor\" data-id=\"994e46a\" 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>Ba\u015far\u0131l\u0131 bir yapay zeka m\u00fchendisi olmak, ki\u015finin \u00f6\u011frenme arzusuna, sekt\u00f6re olan tutkusuna ve kendisi i\u00e7in yaratt\u0131\u011f\u0131 f\u0131rsatlara ba\u011fl\u0131d\u0131r.<\/p><h4><strong>Gerekli Teknik Becerileri \u00d6\u011frenmek<\/strong><\/h4><p>Yapay zeka m\u00fchendisi olarak \u00e7al\u0131\u015fmak, sadece programlama ve matematikle s\u0131n\u0131rl\u0131 kalmay\u0131p ayn\u0131 zamanda yapay zeka algoritmalar\u0131 ve bunlar\u0131n \u00e7er\u00e7evelerle nas\u0131l uygulanaca\u011f\u0131 konusunda kapsaml\u0131 teknik bilgi gerektirir. Do\u011frusal regresyon ve karar a\u011fa\u00e7lar\u0131 gibi yayg\u0131n makine \u00f6\u011frenimi algoritmalar\u0131n\u0131n yan\u0131 s\u0131ra, derin \u00f6\u011frenme alan\u0131nda yinelenen sinir a\u011flar\u0131 ve \u00fcretken rakip a\u011flar\u0131 gibi algoritmalar da \u00f6nemlidir. Bu ba\u011flamda, Theano, TensorFlow ve PyTorch gibi yayg\u0131n yapay zeka \u00e7er\u00e7eveleri \u00f6\u011frenilmelidir.<\/p><p>Haque, CVS Health&#8217;ten, &#8220;Kendi kendine \u00f6\u011frenmenin \u00f6nemli oldu\u011funu d\u00fc\u015f\u00fcn\u00fcyorum, \u00e7\u00fcnk\u00fc size her \u015feyi \u00f6\u011freten birisi olmayacak&#8221; diyor. &#8220;Liseyi bitirmi\u015f ve iyi programlama becerilerine sahip herkes ba\u015flayabilir.&#8221; Codecademy, Simplilearn gibi \u00e7evrimi\u00e7i platformlarda ve yerel kaynaklarda, yapay zeka alan\u0131nda tonlarca e\u011fitim kayna\u011f\u0131 bulunmaktad\u0131r. Temelleri bilmek, yapay zekan\u0131n geli\u015fimini takip etmenin yan\u0131 s\u0131ra, bu alanda ba\u015far\u0131l\u0131 olman\u0131n anahtar\u0131d\u0131r.<\/p><p>Duke \u00dcniversitesi&#8217;nden Abdullah, &#8220;Her \u015fey de\u011fi\u015firken temelleri biliyorsan\u0131z, h\u00e2l\u00e2 neler olup bitti\u011fini anlayabilirsiniz&#8221; diyor.<\/p><h4><strong>\u0130lgi Alanlar\u0131n\u0131z\u0131 Daraltman\u0131za Yard\u0131mc\u0131 Olacak Bir Mentor Bulun<\/strong><\/h4><p>Abdullah, yapay zeka alan\u0131nda detayl\u0131 bir \u015fekilde kendi ba\u015f\u0131na \u00f6\u011frenmenin zorlay\u0131c\u0131 olabilece\u011fini belirtiyor, \u00f6zellikle kariyerin erken a\u015famalar\u0131ndaysan\u0131z ve ilgi alanlar\u0131n\u0131z\u0131 daraltmak istiyorsan\u0131z. Aktif bir mentor bulmak, alanda nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131za dair net bir fikir edinmenizi sa\u011flar ve hatta odaklanman\u0131za yard\u0131mc\u0131 olabilir.<\/p><p>\u0130lgi alanlar\u0131n\u0131z belirlendi\u011finde, belirli ara\u00e7lar\u0131 veya teknolojiyi \u00f6\u011frenmeye odaklan\u0131n. Bu sayede, yapay zeka alan\u0131ndaki geni\u015f konu yelpazesinde s\u0131k\u0131\u015f\u0131p kalmadan ilerleyebilirsiniz.<\/p><h4><strong>Deneyim Yoluyla \u00d6\u011frenin<\/strong><\/h4><p>Abdullah, yapay zeka m\u00fchendisli\u011finde kariyer yapman\u0131n bir sonraki ad\u0131m\u0131n\u0131n &#8220;\u00f6\u011frenme ve uygulama aras\u0131nda bir denge kurmak&#8221; oldu\u011funu vurguluyor. \u00d6\u011frenmek \u00f6nemlidir ancak bir ders kitab\u0131 veya kurs sizi s\u0131n\u0131rl\u0131 bir noktaya kadar getirebilir. Bu teknolojiyi \u00f6\u011frenmenin ve al\u0131\u015fman\u0131n en iyi yolu bazen ona atlamak ve denemektir.<\/p><p>Seligson, &#8220;Yetenek veya problem \u00e7\u00f6zme yetene\u011fine sahip olmak bir \u015feydir. T\u00fcm bunlara sahip olsan\u0131z bile, bir m\u00fchendis olarak fark etmek ve bir nevi de\u011ferlendirmek i\u00e7in yine de \u00e7ok fazla tekrar yapman\u0131z gerekiyor&#8221; diyor. Bu s\u00fcreci bir spor yapmaya benzeterek ekliyor, &#8220;Ger\u00e7ekten h\u0131zl\u0131, uzun veya g\u00fc\u00e7l\u00fc olsan\u0131z bile, oyunu anlamadan sahaya \u00e7\u0131kt\u0131\u011f\u0131n\u0131zda hatalar yapabilirsiniz. Ancak sahada daha fazla zaman ge\u00e7irdik\u00e7e, oyunun ak\u0131\u015f\u0131n\u0131 daha iyi anlamaya ba\u015flars\u0131n\u0131z.&#8221;<\/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-15889e8 elementor-widget elementor-widget-heading\" data-id=\"15889e8\" 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 M\u00fchendisli\u011finin Gelece\u011fi\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bdf4b5a elementor-widget elementor-widget-text-editor\" data-id=\"bdf4b5a\" 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>Bu alan\u0131n varl\u0131\u011f\u0131n\u0131 unutmamak olduk\u00e7a \u00f6nemlidir. Yapay zeka, h\u0131zla geli\u015fip geni\u015fledik\u00e7e, bu teknolojiyle \u00e7al\u0131\u015fan bireylerin g\u00f6rev tan\u0131mlar\u0131 da ayn\u0131 \u00f6l\u00e7\u00fcde de\u011fi\u015fiyor.<\/p><p>Sadece on y\u0131l i\u00e7inde, yapay zeka alan\u0131nda kaydedilen b\u00fcy\u00fck ilerlemelere \u015fahit olduk: sanal ev ak\u0131ll\u0131 cihazlar\u0131, s\u00fcr\u00fcc\u00fcs\u00fcz arabalar, y\u00fcz tan\u0131ma robotlar\u0131, ChatGPT ve daha bir\u00e7ok \u00f6rnek. Yapay zeka, sadece birka\u00e7 y\u0131l i\u00e7inde sa\u011fl\u0131k hizmetlerinden \u00fcretime, \u00fcretimden sanata kadar bir\u00e7ok alanda devrim yaratt\u0131.<\/p><p>&#8220;Be\u015f y\u0131l \u00f6nce ayn\u0131 g\u00f6r\u00fcnm\u00fcyordu ve gelecekte de ayn\u0131 olaca\u011f\u0131n\u0131 d\u00fc\u015f\u00fcnm\u00fcyorum.&#8221;<\/p><p>Gelece\u011fe bakt\u0131\u011f\u0131m\u0131zda, teknoloji end\u00fcstrisi yapay zekan\u0131n s\u0131n\u0131rlar\u0131n\u0131 zorlamaya devam edecek ve bu da yapay zeka m\u00fchendislerinin g\u00fcnl\u00fck \u00e7al\u0131\u015fmalar\u0131n\u0131, \u00f6zellikle de artan endi\u015felerin oldu\u011fu \u00f6nyarg\u0131 ve gizlilik konular\u0131nda, ka\u00e7\u0131n\u0131lmaz bir \u015fekilde yeniden tan\u0131mlayacak.<\/p><p>Shandar, &#8220;Yapay zeka, bizim yapt\u0131\u011f\u0131m\u0131z kadar iyidir. Modellerimizi olu\u015ftururken d\u00fc\u015f\u00fcnceli ve vicdanl\u0131 olmazsak, yapay zekam\u0131z da adaletsiz ve vicdans\u0131z olacakt\u0131r&#8221; diyor. &#8220;Be\u015f y\u0131l \u00f6nce ayn\u0131 g\u00f6r\u00fcnm\u00fcyordu ve gelecekte de ayn\u0131 olaca\u011f\u0131n\u0131 kesinlikle d\u00fc\u015f\u00fcnm\u00fcyorum.&#8221;<\/p><p>Seligson, de\u011fi\u015fimin &#8220;devrim niteli\u011findeki de\u011fi\u015fime kar\u015f\u0131 evrimsel de\u011fi\u015fim&#8221; oldu\u011funu belirtiyor. &#8220;\u0130nsanlar\u0131n yapay zeka \u00fcretme \u015feklinde b\u00fcy\u00fck, devrim niteli\u011finde bir de\u011fi\u015fiklik g\u00f6rmeyece\u011fimizi d\u00fc\u015f\u00fcnm\u00fcyorum&#8221; diyor. Ancak, otomatik yapay zeka ve makine \u00f6\u011frenimi gibi konular daha yayg\u0131n hale geldik\u00e7e, yapay zeka m\u00fchendisli\u011finin ger\u00e7eklerinin \u00f6n\u00fcm\u00fczdeki birka\u00e7 y\u0131l i\u00e7inde de\u011fi\u015fece\u011fini d\u00fc\u015f\u00fcn\u00fcyor. &#8220;Evrimsel de\u011fi\u015fiklikler, uzun vadede devrim niteli\u011findedir.&#8221;<\/p><p>Ancak gelecek be\u015f, on y\u0131l ve sonras\u0131nda, yapay zeka bizi hangi y\u00f6nlere s\u00fcr\u00fcklerse s\u00fcr\u00fcklesin, yapay zeka m\u00fchendisleri bu de\u011fi\u015fimin tam merkezinde olacak.<\/p><p>Haque, &#8220;Son teknoloji etkileyici ve \u00e7ok haval\u0131&#8221; diyor. &#8220;Bu teknolojiyle kendimin ve ba\u015fkalar\u0131n\u0131n hayatlar\u0131n\u0131 nas\u0131l olumlu y\u00f6nde de\u011fi\u015ftirebilece\u011fim konusunda son derece g\u00fc\u00e7l\u00fc hissediyorum.&#8221;<\/p>\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-19e990d elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"19e990d\" 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-17de172\" data-id=\"17de172\" 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-dae403a elementor-widget elementor-widget-image\" data-id=\"dae403a\" 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-1a68c9a elementor-widget elementor-widget-heading\" data-id=\"1a68c9a\" 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-e5c21a4 elementor-widget elementor-widget-heading\" data-id=\"e5c21a4\" 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-9d26a6c elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"9d26a6c\" 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-484e186\" data-id=\"484e186\" 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-2f9c05f elementor-widget elementor-widget-heading\" data-id=\"2f9c05f\" 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-6c3dba1 premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"6c3dba1\" 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=\"6306\">\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>Yapay Zeka M\u00fchendisi Nedir? Yapay zeka m\u00fchendisi, bir organizasyonun yapay zeka uygulamalar\u0131n\u0131 olu\u015fturarak, entegre ederek, test ederek ve s\u00fcrd\u00fcrerek sorumludur. Bu, sadece derin bir yapay&hellip;<\/p>","protected":false},"author":1,"featured_media":6307,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[130,17,129],"class_list":["post-6306","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-muhendis","tag-yapay-zeka","tag-yapay-zeka-muhendisi"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/6306","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=6306"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/6306\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/6307"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=6306"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=6306"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=6306"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}