{"id":5291,"date":"2023-08-22T08:11:34","date_gmt":"2023-08-22T08:11:34","guid":{"rendered":"https:\/\/aix.web.tr\/?p=5291"},"modified":"2023-08-22T08:11:35","modified_gmt":"2023-08-22T08:11:35","slug":"tum-temelleriyle-yapay-zeka","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/tum-temelleriyle-yapay-zeka\/","title":{"rendered":"T\u00fcm Temelleriyle Yapay Zeka"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"5291\" class=\"elementor elementor-5291\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-961182e elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"961182e\" 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-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9dd831e\" data-id=\"9dd831e\" 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-e1acbfd elementor-widget elementor-widget-shortcode\" data-id=\"e1acbfd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1494\" class=\"elementor elementor-1494\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6a0c6bf elementor-section-height-min-height elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed 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data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;slideshow&quot;,&quot;background_slideshow_gallery&quot;:[{&quot;id&quot;:531,&quot;url&quot;:&quot;http:\\\/\\\/www.aix.web.tr\\\/wp-content\\\/uploads\\\/2019\\\/12\\\/ezgif.com-video-to-gif-1.gif&quot;}],&quot;shape_divider_bottom&quot;:&quot;mountains&quot;,&quot;background_slideshow_loop&quot;:&quot;yes&quot;,&quot;background_slideshow_slide_duration&quot;:5000,&quot;background_slideshow_slide_transition&quot;:&quot;fade&quot;,&quot;background_slideshow_transition_duration&quot;:500}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" opacity=\"0.33\" 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-d7dde2c\" data-id=\"d7dde2c\" 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-d2f5374 elementor-widget elementor-widget-heading\" data-id=\"d2f5374\" 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\">T\u00fcm Temelleriyle Yapay Zeka<\/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-fb53d6b elementor-section-content-middle elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fb53d6b\" 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-e2e9aad\" data-id=\"e2e9aad\" 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-5efd909 elementor-widget elementor-widget-text-editor\" data-id=\"5efd909\" 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 class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">Yapay Zeka&#8217;y\u0131 \u00e7evreleyen yalanlar\u0131 ve hem ger\u00e7ek hem de potansiyel olarak bir\u00e7ok kullan\u0131m\u0131n\u0131 \u00f6\u011frenmek i\u00e7in \u00e7aba sarf etmeniz gerekir. Bu blog yaz\u0131m\u0131zda, YZ teknolojisine s\u0131f\u0131rdan de\u011finece\u011fiz.<\/span><\/p><p class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\"><a href=\"http:\/\/chat.openai.com\" target=\"_blank\" rel=\"noopener\">ChatGPT<\/a> gibi Yapay Zeka&#8217;n\u0131n en abart\u0131l\u0131 kullan\u0131mlar\u0131ndan baz\u0131lar\u0131, hi\u00e7bir yerden ortaya \u00e7\u0131kmam\u0131\u015f gibi g\u00f6r\u00fcn\u00fcyor, ancak ger\u00e7ekte, uzun y\u0131llar s\u00fcren geli\u015fimin ve verileri i\u015flemek i\u00e7in binlerce saatlik pahal\u0131 ekipman\u0131n \u00e7al\u0131\u015ft\u0131r\u0131lmas\u0131n\u0131n doruk noktas\u0131d\u0131r. Nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 anlamak, YZ&#8217;y\u0131 \u00e7evreleyen baz\u0131 korkular\u0131 yat\u0131\u015ft\u0131rmak i\u00e7in uzun bir yol kat edebilir, i\u015flerimizi almaktan hayat\u0131m\u0131z\u0131 almaya kadar her \u015feyi yapacakt\u0131r.<\/span><\/p><p class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">Her \u015feyin alt\u0131nda, YZ sistemlerinin birlikte \u00e7al\u0131\u015fmas\u0131 gereken bir\u00e7ok hareketli par\u00e7as\u0131 vard\u0131r. Teknolojik yetenekler alan\u0131n h\u0131rslar\u0131n\u0131 yakalad\u0131\u011f\u0131 i\u00e7in mevcut YZ yaz\u0131na yol a\u00e7an birden fazla par\u00e7an\u0131n k\u00fcm\u00fclatif at\u0131l\u0131mlar\u0131yd\u0131. \u00d6yleyse onu par\u00e7alayal\u0131m.<\/span><\/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-b74cb63 elementor-widget elementor-widget-image\" data-id=\"b74cb63\" 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=\"614\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Tum-Temelleriyle-Yapay-Zeka-1024x746.png\" class=\"attachment-large size-large wp-image-5293\" alt=\"T\u00fcm Temelleriyle Yapay Zeka\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Tum-Temelleriyle-Yapay-Zeka-1024x746.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Tum-Temelleriyle-Yapay-Zeka-300x219.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Tum-Temelleriyle-Yapay-Zeka-768x560.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Tum-Temelleriyle-Yapay-Zeka-16x12.png 16w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Tum-Temelleriyle-Yapay-Zeka.png 1400w\" 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\">T\u00fcm Temelleriyle <a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-nedir\/\">Yapay Zeka<\/a><\/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-029591d elementor-widget elementor-widget-heading\" data-id=\"029591d\" 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 nedir?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6b8d2e elementor-widget elementor-widget-text-editor\" data-id=\"c6b8d2e\" 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 class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">Yapay zeka, bir bilgisayar\u0131n veya bilgisayar kontroll\u00fc bir cihaz\u0131n, karma\u015f\u0131k g\u00f6revleri \u00f6\u011frenme ve ger\u00e7ekle\u015ftirme yetene\u011fi gibi ak\u0131ll\u0131 varl\u0131klarla yayg\u0131n olarak ili\u015fkilendirilen g\u00f6revleri yerine getirme yetene\u011fidir.<\/span><\/p><p class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">Kendi zihnini geli\u015ftirece\u011fi korkusuna ra\u011fmen, bir yapay zeka sisteminin inisiyatifi yoktur. Yapmak \u00fczere programland\u0131\u011f\u0131 \u015feyi ve kendisine s\u00f6ylendi\u011fi zaman yapar. Yapay genel zeka (AGI) ad\u0131 verilen farkl\u0131 bir teknoloji daha fazla inisiyatife sahiptir ve \u00f6\u011frendiklerine g\u00f6re hareket eder. Ancak AGI, en iyimser projeksiyonlarla bile uzun y\u0131llar uzaktad\u0131r.<\/span><\/p><p class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">Bir\u00e7ok farkl\u0131 YZ t\u00fcr\u00fc vard\u0131r, ancak hepsi \u00f6\u011frenme yoluyla bir sistemi otomatikle\u015ftirme ve hata potansiyelini ortadan kald\u0131rma konusunda ortak bir hedefi payla\u015f\u0131r. En yayg\u0131n YZ tekniklerinden baz\u0131lar\u0131 \u015funlard\u0131r:<\/span><\/p><p class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">Makine \u00f6\u011frenmesi: Makine \u00f6\u011frenmesi (ML), sistemlerin verilerden \u00f6\u011frenmesini sa\u011flar. Makine \u00f6\u011frenmesi algoritmalar\u0131 b\u00fcy\u00fck miktarda veri \u00fczerinde e\u011fitilir ve daha sonra bu verileri potansiyel bir bilgisayar korsan\u0131ndan g\u00f6r\u00fcnt\u00fc tan\u0131maya, tahminlerde bulunmaya veya karar vermeye kadar her \u015feyi tan\u0131mak i\u00e7in kullanabilirler.<\/span><\/p><p class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">Do\u011fal dil i\u015fleme: Do\u011fal dil i\u015fleme (NLP), sistemlerin insan dili girdisini anlamas\u0131n\u0131 ve i\u015flemesini sa\u011flar. Arama ve arama motoru gibi girdiler genellikle bir dizi anahtar kelime arac\u0131l\u0131\u011f\u0131yla yap\u0131l\u0131r. NLP sistemleri, ba\u011flam t\u00fcretmek i\u00e7in tam c\u00fcmle yap\u0131lar\u0131 \u00fczerinde \u00e7al\u0131\u015f\u0131r.<\/span><\/p><p class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">G\u00f6r\u00fcnt\u00fc i\u015fleme: G\u00f6r\u00fcnt\u00fc i\u015fleme, sistemlerin \u00e7evrelerindeki d\u00fcnyadan g\u00f6r\u00fcnt\u00fcleri ve nesneleri g\u00f6rmelerini ve tan\u0131malar\u0131n\u0131 sa\u011flar. \u0130zinsiz giri\u015f tespiti i\u00e7in g\u00fcvenlik sistemlerinden kendi kendini s\u00fcren arabalara kadar her \u015feyde kullan\u0131l\u0131r.<\/span><\/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-a5fa92c elementor-widget elementor-widget-heading\" data-id=\"a5fa92c\" 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\">Modeller d\u00fcnyay\u0131 dola\u015ft\u0131r\u0131r\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2078948 elementor-widget elementor-widget-text-editor\" data-id=\"2078948\" 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 class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">Yapay zeka, model olarak adland\u0131r\u0131lan \u015fey \u00fczerinde \u00e7al\u0131\u015f\u0131r. Bir YZ modeli, g\u00f6r\u00fcnt\u00fc tan\u0131ma, do\u011fal dil i\u015fleme, sahtekarl\u0131k alg\u0131lama veya di\u011ferleri gibi belirli bir g\u00f6revi ger\u00e7ekle\u015ftirmek \u00fczere e\u011fitilmi\u015f bir bilgisayar program\u0131d\u0131r.<\/span><\/p><p class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">YZ modelleri b\u00fcy\u00fck miktarda veri \u00fczerinde e\u011fitilir. Veriler, modele belirlenen g\u00f6revini nas\u0131l ger\u00e7ekle\u015ftirece\u011fini \u00f6\u011fretmek i\u00e7in kullan\u0131l\u0131r. Bir YZ modeli e\u011fitildikten sonra, yeni veriler \u00fczerinde tahminlerde bulunmak i\u00e7in kullan\u0131labilir.<\/span><\/p><p class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">Bunlar \u00fc\u00e7 yoldan biriyle \u00f6\u011fretilir: modellerin etiketli veriler veya do\u011fru cevapla etiketlenmi\u015f veriler \u00fczerinde e\u011fitildi\u011fi denetimli \u00f6\u011frenme; do\u011fru cevapla etiketlenmemi\u015f veriler \u00fczerinde e\u011fitilen denetimsiz \u00f6\u011frenme modelleri; ve modellerin deneme yan\u0131lma yoluyla e\u011fitildi\u011fi ve istenen sonu\u00e7lara yol a\u00e7an eylemlerde bulunmak i\u00e7in bir \u00f6d\u00fcl verildi\u011fi peki\u015ftirmeli \u00f6\u011frenme.<\/span><\/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-68ede3d elementor-widget elementor-widget-image\" data-id=\"68ede3d\" 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=\"474\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/makineogrenmesi-1024x576.webp\" class=\"attachment-large size-large wp-image-5065\" alt=\"makin eogrenmesi\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/makineogrenmesi-1024x576.webp 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/makineogrenmesi-300x169.webp 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/makineogrenmesi-768x432.webp 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/makineogrenmesi-1536x864.webp 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/makineogrenmesi-18x10.webp 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/makineogrenmesi.webp 1921w\" 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\">makine ogrenmesi<\/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-4a98ee0 elementor-widget elementor-widget-heading\" data-id=\"4a98ee0\" 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\">Makine \u00f6\u011frenmesi iki ad\u0131ml\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-4bc166d elementor-widget elementor-widget-text-editor\" data-id=\"4bc166d\" 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 class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">Makine \u00f6\u011frenmesi, modellerin yap\u0131ld\u0131\u011f\u0131, e\u011fitim ve \u00e7\u0131kar\u0131mdan olu\u015fan iki b\u00f6l\u00fcml\u00fc bir s\u00fcre\u00e7tir. E\u011fitim, g\u00f6r\u00fcnt\u00fc tan\u0131ma, metin tan\u0131ma veya davran\u0131\u015fsal anormallikleri tespit etme gibi bir g\u00f6revi yerine getirmek i\u00e7in bir makine \u00f6\u011frenmesi modelini \u00f6\u011fretme s\u00fcrecidir. Bu, modele b\u00fcy\u00fck miktarda veri besleyerek ve verilerden \u00f6\u011frenmesine izin vererek yap\u0131l\u0131r. Veri k\u00fcmesi ne kadar b\u00fcy\u00fck olursa, e\u015fle\u015fme o kadar do\u011fru olur &#8211; teoride, yine de.<\/span><\/p><p class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">Bu, e\u011fitim k\u0131sm\u0131 i\u00e7in en h\u0131zl\u0131, en g\u00fc\u00e7l\u00fc i\u015flemcilerin kullan\u0131ld\u0131\u011f\u0131 en yo\u011fun i\u015flem gerektiren k\u0131s\u0131md\u0131r. E\u011fitim parametrelerinin boyutuna ba\u011fl\u0131 olarak, y\u00fcksek performansl\u0131 i\u015flemcileri maksimum h\u0131zda ve kullan\u0131mda \u00e7al\u0131\u015ft\u0131rmak haftalarca, hatta aylarca s\u00fcrebilir.<\/span><\/p><p class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">\u00c7\u0131kar\u0131m, yeni veriler \u00fczerinde tahminlerde bulunmak i\u00e7in e\u011fitilmi\u015f bir makine \u00f6\u011frenmesi modeli kullanma i\u015flemidir. Bu, modele yeni verileri besleyerek ve bir tahmin yapmas\u0131n\u0131 isteyerek yap\u0131l\u0131r. Model daha sonra yeni veriler hakk\u0131nda bir tahminde bulunmak i\u00e7in e\u011fitildi\u011fi veriler hakk\u0131ndaki bilgisini kullanacakt\u0131r.<\/span><\/p><p class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">\u00c7\u0131kar\u0131m k\u0131sm\u0131 \u00e7ok daha kolayd\u0131r. \u00c7\u0131kar\u0131m, girdiyi e\u011fitimle e\u015fle\u015ftiriyor. \u00d6rne\u011fin, y\u00fcz tan\u0131mada, model milyonlarca olmasa da binlerce y\u00fcz \u00fczerinde e\u011fitilecek ve \u00e7\u0131kar\u0131m, mevcut y\u00fcz veritaban\u0131ndakilerle yeni bir y\u00fcz\u00fc e\u015fle\u015ftirecektir.<\/span><\/p><p class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">\u00dcretken YZ, \u015fu anda en \u00e7ok tart\u0131\u015f\u0131lan YZ t\u00fcrlerinden biridir. Bazen konu\u015fma YZ ile ayn\u0131 kategoriye konur, \u00e7\u00fcnk\u00fc insan-makine etkile\u015fimi i\u00e7in kullan\u0131l\u0131r.<\/span><\/p><p class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">Eski sohbet robotlar\u0131, kullan\u0131c\u0131 giri\u015findeki anahtar kelimeleri tan\u0131yarak ve bunlar\u0131 \u00f6nceden yaz\u0131lm\u0131\u015f veya mevcut yan\u0131t metinleriyle e\u015fle\u015ftirerek \u00e7al\u0131\u015f\u0131r. \u00dcretken YZ ile, cevap YZ sistemi taraf\u0131ndan yerinde \u00fcretilir. Ayn\u0131 soruyu tekrar tekrar sorabilir ve her seferinde biraz farkl\u0131 bir cevap alabilirsiniz.<\/span><\/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-e6e379c elementor-widget elementor-widget-heading\" data-id=\"e6e379c\" 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\">GPU'nun \u00d6nemi\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ba6c802 elementor-widget elementor-widget-text-editor\" data-id=\"ba6c802\" 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 class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">T\u00fcm donan\u0131m ilerlemeleri aras\u0131nda, GPU&#8217;nun bir YZ i\u015flemcisi olarak ortaya \u00e7\u0131k\u0131\u015f\u0131 en \u00f6nemlisi olmu\u015ftur. GPU&#8217;lar onlarca y\u0131ld\u0131r etrafta dola\u015f\u0131yor, ancak video oyunlar\u0131nda 3D grafikleri h\u0131zland\u0131rmaya adanm\u0131\u015ft\u0131.<\/span><\/p><p class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">GPU&#8217;lar\u0131n temel \u00f6zelli\u011fi, b\u00fcy\u00fck \u00f6l\u00e7\u00fcde paralel kayan nokta i\u015flemcileri olmalar\u0131d\u0131r. Kayan nokta matemati\u011fi, 3B grafiklerin boyut, renk, \u0131\u015f\u0131k ve \u015fekil olarak nas\u0131l i\u015flendi\u011fidir. Ayr\u0131ca, kayan nokta matemati\u011finin YZ i\u00e7in hayati \u00f6nem ta\u015f\u0131d\u0131\u011f\u0131 da olur, \u00e7\u00fcnk\u00fc bilgisayarlardaki say\u0131lar\u0131 temsil etmenin en etkili yoludur.<\/span><\/p><p class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">Kayan noktal\u0131 say\u0131lar tamsay\u0131lardan daha verimlidir, \u00e7\u00fcnk\u00fc daha geni\u015f bir de\u011fer aral\u0131\u011f\u0131n\u0131 temsil edebilirler. Tamsay\u0131lar yaln\u0131zca tam say\u0131lar\u0131 temsil edebilirken, kayan noktal\u0131 say\u0131lar hem tam say\u0131lar\u0131 hem de kesirleri temsil edebilir.<\/span><\/p><p class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">Yakla\u015f\u0131k 20 y\u0131l \u00f6nce, Nvidia bu potansiyeli fark etti ve GPU teknolojisini yaln\u0131zca 3D oyunlar\u0131n h\u0131zland\u0131r\u0131lmas\u0131 i\u00e7in de\u011fil, YZ i\u015fleme i\u00e7in de bir ara\u00e7 olarak konumland\u0131rmaya ba\u015flad\u0131. Geli\u015ftiricilerin GPU&#8217;suna \u00f6zel olarak programlamalar\u0131na izin veren CUDA adl\u0131 bir programlama dili geli\u015ftirdi ve CUDA&#8217;n\u0131n d\u00fcnyadaki bilgisayar bilimleri okullar\u0131nda \u00f6\u011fretilmesi i\u00e7in 20 y\u0131ll\u0131k bir \u00e7aba sarf etti.<\/span><\/p><p class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">Bu y\u00fczden Nvidia, YZ ile bu kadar g\u00fc\u00e7l\u00fc bir \u015fekilde ba\u011flant\u0131l\u0131. GPU alan\u0131ndaki tek ger\u00e7ek rakibi AMD, uzun y\u0131llar boyunca hayatta kalmak i\u00e7in m\u00fccadele ediyordu. \u015eirket k\u00f6\u015feyi d\u00f6nd\u00fc ve \u015fimdi YZ yar\u0131\u015f\u0131na daha fazla kat\u0131l\u0131mc\u0131 olmak i\u00e7in uyumlu bir \u00e7aba sarf ediyor, ancak yeti\u015fmek i\u00e7in uzun bir yolu var.<\/span><\/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-972f9d9 elementor-widget elementor-widget-heading\" data-id=\"972f9d9\" 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\">Algoritmalar her \u015feydir\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1a73346 elementor-widget elementor-widget-text-editor\" data-id=\"1a73346\" 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 class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">Yapay zeka geli\u015ftirmede kullan\u0131lan \u00e7ok \u00e7e\u015fitli programlama dilleri vard\u0131r: Python, C ++, Java, R ve LISP, di\u011ferleri aras\u0131nda. Programc\u0131lar genellikle en iyi bildikleri dille \u00e7al\u0131\u015f\u0131rlar ve Python en pop\u00fcler olan\u0131d\u0131r \u00e7\u00fcnk\u00fc \u00f6\u011frenmesi en kolay olan\u0131d\u0131r ve geli\u015ftiricilerin kullanmas\u0131 i\u00e7in \u00e7ok b\u00fcy\u00fck bir mevcut kod k\u00fct\u00fcphanesi vard\u0131r.<\/span><\/p><p class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">\u00c7ok daha \u00f6nemli olan \u015fey, YZ&#8217;da kullan\u0131lan algoritmalard\u0131r. Bir algoritma, \u00f6zellikle bir bilgisayar taraf\u0131ndan hesaplamalar veya di\u011fer baz\u0131 g\u00f6rev odakl\u0131 i\u015flemler ger\u00e7ekle\u015ftirilirken uyulmas\u0131 gereken bir dizi kural olarak tan\u0131mlanabilir. Bunlar, YZ \u00f6n plana \u00e7\u0131kmadan \u00e7ok \u00f6nce vard\u0131. \u00d6rne\u011fin, Amazon&#8217;da her al\u0131\u015fveri\u015f yapt\u0131\u011f\u0131n\u0131zda, ilginizi \u00e7ekebilecek di\u011fer \u00fcr\u00fcnler i\u00e7in \u00f6nerilerde bulunur. Bu bir algoritman\u0131n sonucudur.<\/span><\/p><p class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">Algoritmalar birka\u00e7 kategoriye ayr\u0131l\u0131r:<\/span><\/p><p class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">Problem \u00e7\u00f6zme: Bu algoritmalar, istenen bir sonuca ula\u015fmak i\u00e7in gerekli sistematik bir ad\u0131m ad\u0131m prosed\u00fcr ve mant\u0131ksal kurallar sa\u011flar. Bunlar \u00f6r\u00fcnt\u00fc tan\u0131ma, veri analizi, karar verme ve tahminler gibi g\u00f6revlerde kullan\u0131l\u0131r.<\/span><\/p><p class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">\u00d6\u011frenme ve adaptasyon: Bu algoritmalar, YZ modellerinin olas\u0131 her senaryo i\u00e7in a\u00e7\u0131k\u00e7a programlanmadan kal\u0131plar\u0131 tan\u0131mas\u0131na, tahminlerde bulunmas\u0131na ve de\u011fi\u015fen ko\u015fullara uyum sa\u011flamas\u0131na olanak tan\u0131r.<\/span><\/p><p class=\"ContentParagraph ContentParagraph_align_left\"><span class=\"ContentText ContentText_variant_bodyNormal\">Karar verme ve optimizasyon: Bu algoritmalar, mevcut verilere dayanarak YZ sistemlerinde ak\u0131ll\u0131 kararlar almak ve s\u00fcre\u00e7leri optimize etmek i\u00e7in kullan\u0131l\u0131r. Bir \u00f6rnek, bir GPS sisteminde g\u00f6r\u00fcnt\u00fclenen en iyi rota olabilir.<\/span><\/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-25081f8 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"25081f8\" 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-9a10528\" data-id=\"9a10528\" 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-3ad7cb0 elementor-widget elementor-widget-image\" data-id=\"3ad7cb0\" 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-98b7587 elementor-widget elementor-widget-heading\" data-id=\"98b7587\" 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-ad677a1 elementor-widget elementor-widget-heading\" data-id=\"ad677a1\" 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-8634556 elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"8634556\" 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-e393999\" data-id=\"e393999\" 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-0d4284d elementor-widget elementor-widget-heading\" data-id=\"0d4284d\" 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-15bd29f premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"15bd29f\" 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=\"5291\">\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>T\u00fcm Temelleriyle Yapay Zeka Yapay Zeka&#8217;y\u0131 \u00e7evreleyen yalanlar\u0131 ve hem ger\u00e7ek hem de potansiyel olarak bir\u00e7ok kullan\u0131m\u0131n\u0131 \u00f6\u011frenmek i\u00e7in \u00e7aba sarf etmeniz gerekir. Bu blog&hellip;<\/p>","protected":false},"author":1,"featured_media":5293,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[17,48],"class_list":["post-5291","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-yapay-zeka","tag-yapay-zeka-nedir"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5291","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=5291"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5291\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/5293"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=5291"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=5291"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=5291"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}