{"id":5815,"date":"2023-09-25T06:53:25","date_gmt":"2023-09-25T06:53:25","guid":{"rendered":"https:\/\/aix.web.tr\/?p=5815"},"modified":"2023-10-02T10:08:06","modified_gmt":"2023-10-02T10:08:06","slug":"sinir-agi-nedir-tanimi-avantajlari-ve-dezavantajlari-nelerdir","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/sinir-agi-nedir-tanimi-avantajlari-ve-dezavantajlari-nelerdir\/","title":{"rendered":"Sinir A\u011f\u0131 Nedir? Tan\u0131m\u0131, Avantajlar\u0131 ve Dezavantajlar\u0131 Nelerdir?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"5815\" class=\"elementor elementor-5815\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-752e7e9 elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"752e7e9\" 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-ef69cc3\" data-id=\"ef69cc3\" 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 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elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-0f33f4b\" data-id=\"0f33f4b\" 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-e3797c5 elementor-icon-list--layout-inline elementor-align-center animated-slow elementor-list-item-link-full_width elementor-invisible elementor-widget elementor-widget-icon-list\" data-id=\"e3797c5\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInLeft&quot;}\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a 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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-d6168c9 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d6168c9\" data-element_type=\"section\" data-e-type=\"section\" 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-2409ff2\" data-id=\"2409ff2\" 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-ba50a69 elementor-widget elementor-widget-heading\" data-id=\"ba50a69\" 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\">Sinir A\u011f\u0131 Nedir? Tan\u0131m\u0131, Avantajlar\u0131 ve Dezavantajlar\u0131 Nelerdir?<\/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-1cc7cbd elementor-section-content-middle elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1cc7cbd\" 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-4dda0ff\" data-id=\"4dda0ff\" 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-2df0caf elementor-widget elementor-widget-text-editor\" data-id=\"2df0caf\" 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\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"group 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-11\"><div class=\"p-4 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 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><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 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"subtitle\"><p>Sinir a\u011f\u0131, insan beyninin i\u015flevselli\u011fini ve yap\u0131s\u0131n\u0131 taklit etmek amac\u0131yla geli\u015ftirilen bir makine \u00f6\u011frenmesi (ML) modelidir. Bu a\u011flar, karma\u015f\u0131k problemleri \u00e7\u00f6zmek i\u00e7in birbirine ba\u011fl\u0131 d\u00fc\u011f\u00fcmlerden veya n\u00f6ronlardan olu\u015fan karma\u015f\u0131k a\u011flar halinde i\u015fbirli\u011fi yaparlar.<\/p><p>Yapay sinir a\u011flar\u0131 (YSA) veya derin sinir a\u011flar\u0131 olarak da bilinen bu yap\u0131lamlar, daha b\u00fcy\u00fck bir <a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-nedir\/\">yapay zeka<\/a> (YZ) kategorisinin bir par\u00e7as\u0131 olarak kabul edilen derin \u00f6\u011frenme teknolojisinin bir \u00f6rne\u011fini temsil ederler.<\/p><p>Sinir a\u011flar\u0131, geni\u015f bir yelpazedeki uygulamalarda yayg\u0131n olarak kullan\u0131lmaktad\u0131r, bu uygulamalar aras\u0131nda g\u00f6r\u00fcnt\u00fc tan\u0131ma, tahmin temelli modelleme ve do\u011fal dil i\u015fleme (NLP) gibi alanlar bulunmaktad\u0131r. \u00d6zellikle 2000 y\u0131l\u0131ndan bu yana, el yaz\u0131s\u0131 tan\u0131ma, konu\u015fmay\u0131 metne \u00e7evirme, petrol arama veri analizi, hava durumu tahminleri ve y\u00fcz tan\u0131ma gibi ticari uygulamalarda \u00f6nemli geli\u015fmeler kaydedilmi\u015ftir.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/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-e416fd0 elementor-widget elementor-widget-image\" data-id=\"e416fd0\" 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=\"473\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Sinir-Agi-Nedir-Tanimi-Avantajlari-ve-Dezavantajlari-Nelerdir-1024x575.jpg\" class=\"attachment-large size-large wp-image-5820\" alt=\"Sinir A\u011f\u0131 Nedir? Tan\u0131m\u0131, Avantajlar\u0131 ve Dezavantajlar\u0131 Nelerdir?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Sinir-Agi-Nedir-Tanimi-Avantajlari-ve-Dezavantajlari-Nelerdir-1024x575.jpg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Sinir-Agi-Nedir-Tanimi-Avantajlari-ve-Dezavantajlari-Nelerdir-300x168.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Sinir-Agi-Nedir-Tanimi-Avantajlari-ve-Dezavantajlari-Nelerdir-768x431.jpg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Sinir-Agi-Nedir-Tanimi-Avantajlari-ve-Dezavantajlari-Nelerdir-18x10.jpg 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Sinir-Agi-Nedir-Tanimi-Avantajlari-ve-Dezavantajlari-Nelerdir.jpg 1119w\" 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\">Sinir A\u011f\u0131 Nedir? Tan\u0131m\u0131, Avantajlar\u0131 ve Dezavantajlar\u0131 Nelerdir?<\/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-ddb1e7e elementor-widget elementor-widget-heading\" data-id=\"ddb1e7e\" 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 sinir a\u011flar\u0131n\u0131n uygulamalar\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-ea987ff elementor-widget elementor-widget-text-editor\" data-id=\"ea987ff\" 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>G\u00f6r\u00fcnt\u00fc tan\u0131ma, ba\u015flang\u0131\u00e7ta sinir a\u011flar\u0131n\u0131n ba\u015far\u0131l\u0131 bir \u015fekilde uyguland\u0131\u011f\u0131 ilk alanlardan biriydi, ancak teknoloji sonras\u0131nda \u00e7ok daha geni\u015f bir uygulama yelpazesi buldu:<\/p><p>1. Sohbet robotlar\u0131.<br \/>2. Do\u011fal Dil \u0130\u015fleme (NLP), \u00e7eviri ve dil \u00fcretimi.<br \/>3. Borsa tahminleri.<br \/>4. Teslimat s\u00fcr\u00fcc\u00fcs\u00fc rota planlamas\u0131 ve optimizasyonu.<br \/>5. \u0130la\u00e7 ke\u015ffi ve geli\u015ftirilmesi.<br \/>6. Sosyal medya.<br \/>7. Ki\u015fisel asistanlar.<\/p><p>Bu geni\u015f uygulama alanlar\u0131, \u00f6zellikle b\u00fcy\u00fck miktarda veri i\u00e7eren ve kat\u0131 kurallara veya kal\u0131plara dayanan s\u00fcre\u00e7ler i\u00e7in yapay sinir a\u011flar\u0131n\u0131n otomasyon i\u00e7in en uygun aday oldu\u011fu alanlard\u0131r. E\u011fer ilgili veriler bir insan\u0131n makul bir s\u00fcre i\u00e7inde anlam \u00e7\u0131karamayaca\u011f\u0131 kadar b\u00fcy\u00fckse, o zaman bu t\u00fcr s\u00fcre\u00e7ler muhtemelen yapay sinir a\u011flar\u0131yla ba\u015far\u0131yla otomatikle\u015ftirilebilir.<\/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-38abc61 elementor-widget elementor-widget-image\" data-id=\"38abc61\" 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=\"690\" height=\"460\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Sinir-Agi-Nasil-Calisir-ve-Turleri-nelerdir.jpg\" class=\"attachment-large size-large wp-image-5821\" alt=\"Sinir A\u011f\u0131 Nas\u0131l \u00c7al\u0131\u015f\u0131r ve T\u00fcrleri nelerdir?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Sinir-Agi-Nasil-Calisir-ve-Turleri-nelerdir.jpg 690w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Sinir-Agi-Nasil-Calisir-ve-Turleri-nelerdir-300x200.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Sinir-Agi-Nasil-Calisir-ve-Turleri-nelerdir-18x12.jpg 18w\" sizes=\"(max-width: 690px) 100vw, 690px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Sinir A\u011f\u0131 Nas\u0131l \u00c7al\u0131\u015f\u0131r ve T\u00fcrleri nelerdir?<\/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-9e04bf1 elementor-widget elementor-widget-heading\" data-id=\"9e04bf1\" 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 sinir a\u011flar\u0131n\u0131n avantajlar\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-41625be elementor-widget elementor-widget-text-editor\" data-id=\"41625be\" 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=\"snippet-box snippet-box-text\"><div class=\"description\"><div class=\"group 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-7\"><div class=\"p-4 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 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><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 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group 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 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 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><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 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>Yapay sinir a\u011flar\u0131 \u015funlar gibi avantajlar sunar:<\/p><p>1. Paralel \u0130\u015flem Yetenekleri: Yapay sinir a\u011flar\u0131, paralel i\u015flem yeteneklerine sahiptir. Bu da demek oluyor ki a\u011f, ayn\u0131 anda birden fazla g\u00f6revi ger\u00e7ekle\u015ftirebilir.<\/p><p>2. Bilgi Depolama: Yapay sinir a\u011flar\u0131, bilgileri sadece bir veritaban\u0131nda de\u011fil, a\u011f\u0131n tamam\u0131nda saklar. Bu sayede, bir yerdeki veri kayb\u0131 bile a\u011f\u0131n devam etmesini sa\u011flar.<\/p><p>3. Do\u011frusal Olmama: Yapay sinir a\u011flar\u0131, do\u011frusal olmayan ve karma\u015f\u0131k ili\u015fkileri \u00f6\u011frenme ve modelleme yetene\u011fine sahiptir. Bu \u00f6zellik, ger\u00e7ek d\u00fcnya verileri aras\u0131ndaki ili\u015fkileri ba\u015far\u0131l\u0131 bir \u015fekilde modellemeye yard\u0131mc\u0131 olur.<\/p><p>4. Hata Tolerans\u0131: Yapay sinir a\u011flar\u0131, hata tolerans\u0131 ile birlikte gelir. Bu da, bir veya daha fazla h\u00fccrenin bozulmas\u0131 veya ar\u0131zalanmas\u0131n\u0131n \u00e7\u0131kt\u0131 \u00fcretimini etkilemeyece\u011fi anlam\u0131na gelir.<\/p><p>5. Kademeli Yolsuzluk: Yapay sinir a\u011flar\u0131, bir sorun olu\u015ftu\u011funda aniden \u00e7\u00f6kme yerine, zaman i\u00e7inde yava\u015f\u00e7a bozulur. Bu da sistemin daha g\u00fcvenilir olmas\u0131n\u0131 sa\u011flar.<\/p><p>6. S\u0131n\u0131rs\u0131z Giri\u015f De\u011fi\u015fkenleri: Yapay sinir a\u011flar\u0131, giri\u015f de\u011fi\u015fkenlerinin nas\u0131l da\u011f\u0131t\u0131laca\u011f\u0131na dair herhangi bir k\u0131s\u0131tlama getirmez, b\u00f6ylece \u00e7ok \u00e7e\u015fitli verilerle \u00e7al\u0131\u015fabilir.<\/p><p>7. G\u00f6zleme Dayal\u0131 Kararlar: Makine \u00f6\u011frenmesi sayesinde yapay sinir a\u011flar\u0131, olaylardan \u00f6\u011frenir ve g\u00f6zlemlere dayal\u0131 olarak kararlar alabilir.<\/p><p>8. D\u00fczensiz Veri \u0130\u015fleme: Yapay sinir a\u011flar\u0131, b\u00fcy\u00fck miktarlardaki verileri i\u015fleyebilir, s\u0131ralayabilir ve kategorilere ay\u0131rabilir, b\u00f6ylece verileri d\u00fczenleme konusunda son derece etkilidir.<\/p><p>9. Gizli \u0130li\u015fkileri \u00d6\u011frenme Yetene\u011fi: Yapay sinir a\u011flar\u0131, verilerdeki gizli ili\u015fkileri belirli bir komut olmadan \u00f6\u011frenebilir. Bu, de\u011fi\u015fken verileri ve sabit olmayan varyans\u0131 daha iyi modelleme yetene\u011fi sunar.<\/p><p>10. Verileri Genelle\u015ftirme Yetene\u011fi: Yapay sinir a\u011flar\u0131, g\u00f6r\u00fcnmeyen verilerden g\u00f6r\u00fcnmeyen ili\u015fkileri genelle\u015ftirme ve \u00e7\u0131kar\u0131m yapma yetene\u011fine sahiptir, bu da yapay sinir a\u011flar\u0131n\u0131n g\u00f6r\u00fcnmeyen verilerin \u00e7\u0131kt\u0131s\u0131n\u0131 tahmin edebilme yetene\u011fi anlam\u0131na gelir.<\/p><\/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-cd07c3f elementor-widget elementor-widget-image\" data-id=\"cd07c3f\" 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 loading=\"lazy\" decoding=\"async\" width=\"639\" height=\"360\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Gecmisten-gunumuze-sinir-agi-sinir-aglarinin-tarihi.jpg\" class=\"attachment-large size-large wp-image-5823\" alt=\"Ge\u00e7mi\u015ften G\u00fcn\u00fcm\u00fcze Sinir A\u011f\u0131 (Sinir A\u011flar\u0131&#039;n\u0131n Tarihi)\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Gecmisten-gunumuze-sinir-agi-sinir-aglarinin-tarihi.jpg 639w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Gecmisten-gunumuze-sinir-agi-sinir-aglarinin-tarihi-300x169.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Gecmisten-gunumuze-sinir-agi-sinir-aglarinin-tarihi-18x10.jpg 18w\" sizes=\"(max-width: 639px) 100vw, 639px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Ge\u00e7mi\u015ften G\u00fcn\u00fcm\u00fcze Sinir A\u011f\u0131 (Sinir A\u011flar\u0131'n\u0131n Tarihi)<\/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-0c5e7af elementor-widget elementor-widget-heading\" data-id=\"0c5e7af\" 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 sinir a\u011flar\u0131n\u0131n dezavantajlar\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-c579f51 elementor-widget elementor-widget-text-editor\" data-id=\"c579f51\" 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=\"snippet-box snippet-box-text\"><div class=\"description\"><div class=\"group 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-7\"><div class=\"p-4 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 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><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 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group 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 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 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><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 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>Sinir a\u011flar\u0131n\u0131n pek \u00e7ok avantaj\u0131n\u0131n yan\u0131 s\u0131ra, baz\u0131 dezavantajlar\u0131 da mevcuttur:<\/p><p>1. Kural Eksikli\u011fi: Sinir a\u011flar\u0131n\u0131n uygun yap\u0131lar\u0131n\u0131 belirlemek i\u00e7in kesin kurallar\u0131n eksikli\u011fi, uygun yapay sinir a\u011f\u0131 mimarisini yaln\u0131zca deneme, hata ve deneyim yoluyla bulman\u0131n gerekti\u011fi anlam\u0131na gelir.<\/p><p>2. Donan\u0131m Ba\u011f\u0131ml\u0131l\u0131\u011f\u0131: Paralel i\u015fleme yetene\u011fine sahip i\u015flemcilere ihtiya\u00e7 duyulmas\u0131, sinir a\u011flar\u0131n\u0131 donan\u0131ma ba\u011f\u0131ml\u0131 hale getirir.<\/p><p>3. Say\u0131sal \u00c7eviri: Sinir a\u011flar\u0131, say\u0131sal bilgilerle \u00e7al\u0131\u015f\u0131r; bu nedenle t\u00fcm problemlerin yapay sinir a\u011f\u0131na sunulmadan \u00f6nce say\u0131lara d\u00f6n\u00fc\u015ft\u00fcr\u00fclmesi gerekir.<\/p><p>4. G\u00fcven Eksikli\u011fi: Yapay sinir a\u011flar\u0131n\u0131n en b\u00fcy\u00fck dezavantajlar\u0131ndan biri, \u00e7\u00f6z\u00fcm\u00fcn nedenini veya nas\u0131l ger\u00e7ekle\u015fti\u011fini a\u00e7\u0131klayamamalar\u0131d\u0131r. Bu, a\u011flarda g\u00fcven eksikli\u011fine yol a\u00e7ar.<\/p><p>5. Yanl\u0131\u015f Sonu\u00e7lar: Yapay sinir a\u011flar\u0131, uygun \u015fekilde e\u011fitilmedi\u011finde s\u0131k s\u0131k eksik veya hatal\u0131 sonu\u00e7lar \u00fcretebilir.<\/p><p>6. Kara Kutu Do\u011fas\u0131: Sinir a\u011flar\u0131n\u0131n tahminlerini veya veri kategorizasyonunu anlamak, yapay zeka modelinin &#8220;kara kutu&#8221; do\u011fas\u0131 nedeniyle zor olabilir.<\/p><\/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\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-0ecc151 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0ecc151\" 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-bc4a487\" data-id=\"bc4a487\" 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-46eae7e elementor-widget elementor-widget-image\" data-id=\"46eae7e\" 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-520c9f5 elementor-widget elementor-widget-heading\" data-id=\"520c9f5\" 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-794db8d elementor-widget elementor-widget-heading\" data-id=\"794db8d\" 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-e2690f9 elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"e2690f9\" 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-be16d44\" data-id=\"be16d44\" 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-721a0e5 elementor-widget elementor-widget-heading\" data-id=\"721a0e5\" 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-3f9c6be premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"3f9c6be\" 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\r\n\t\t\r\n\r\n\t\t\t\t<div class=\"premium-blog-wrap  premium-blog-even\" data-page=\"5815\">\r\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\r\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\r\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\r\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\r\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>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\r\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>\r\n\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\r\n\r\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\r\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/chatgptden-claudea-neden-geciliyor\/\" target=\"_self\">\r\n\t\t\t\tChatGPT&#8217;den Claude&#8217;a Neden Ge\u00e7iliyor?\t\t\t<\/a>\r\n\t\t<\/p>\r\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\t\t<\/div>\r\n\t\t\r\n\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\r\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\r\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\r\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\r\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\r\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, 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class=\"premium-blog-inner-container\">\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\r\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/google-gemini-nedir-rehberi\/\" target=\"_self\">\r\n\t\t\t\tGoogle Gemini Nedir? Kapsaml\u0131 Rehber ve \u00d6zellikler\t\t\t<\/a>\r\n\t\t<\/p>\r\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\t\t<\/div>\r\n\t\t\r\n\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\r\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\r\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\r\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\r\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\r\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>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\r\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>\r\n\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\r\n\r\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\r\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ulusal-altyapi-yonetimi\/\" target=\"_self\">\r\n\t\t\t\tYapay Zeka Ulusal Altyap\u0131 m\u0131 Oluyor? Stratejik G\u00fc\u00e7 Sava\u015f\u0131\t\t\t<\/a>\r\n\t\t<\/p>\r\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\t\t<\/div>\r\n\t\t\r\n\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\r\n\t\t\r\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>Sinir A\u011f\u0131 Nedir? Tan\u0131m\u0131, Avantajlar\u0131 ve Dezavantajlar\u0131 Nelerdir? Sinir a\u011f\u0131, insan beyninin i\u015flevselli\u011fini ve yap\u0131s\u0131n\u0131 taklit etmek amac\u0131yla geli\u015ftirilen bir makine \u00f6\u011frenmesi (ML) modelidir. Bu&hellip;<\/p>","protected":false},"author":1,"featured_media":5820,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[17],"class_list":["post-5815","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-yapay-zeka"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5815","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=5815"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5815\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/5820"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=5815"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=5815"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=5815"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}