{"id":4223,"date":"2022-10-20T08:33:53","date_gmt":"2022-10-20T08:33:53","guid":{"rendered":"https:\/\/aix.web.tr\/?p=4223"},"modified":"2023-10-02T10:22:39","modified_gmt":"2023-10-02T10:22:39","slug":"yapay-zeka-programlari","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/yapay-zeka-programlari\/","title":{"rendered":"Yapay zeka programlar\u0131"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"4223\" class=\"elementor elementor-4223\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-96130a7 elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"96130a7\" 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-9d7995e\" data-id=\"9d7995e\" 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-6ca928c elementor-widget elementor-widget-shortcode\" data-id=\"6ca928c\" 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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\/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-c9c0555\" data-id=\"c9c0555\" 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-1c86e38 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=\"1c86e38\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInRight&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 href=\"https:\/\/aix.web.tr\/ders\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">DERS<\/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\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/konusmalar\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">KONU\u015eMALAR<\/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\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/iletisim\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0130LET\u0130\u015e\u0130M<\/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\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a 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-66cec4a elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"66cec4a\" 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-18e10a4\" data-id=\"18e10a4\" 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-d00d895 elementor-widget elementor-widget-heading\" data-id=\"d00d895\" 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 programlar\u0131<\/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-0807dea elementor-section-content-middle elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0807dea\" 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-009ed30\" data-id=\"009ed30\" 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-43cb9e9 elementor-widget elementor-widget-heading\" data-id=\"43cb9e9\" 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 programlar\u0131 nedir?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2bb68ed elementor-widget elementor-widget-text-editor\" data-id=\"2bb68ed\" 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><a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-nedir\/\">Yapay zeka<\/a> (YZ), bilgilerini g\u00fcncelleyebilen ve sorunlara kendi ba\u015flar\u0131na yeni \u00e7\u00f6z\u00fcmler bulabilen makineler ve programlar olu\u015fturmak i\u00e7in makine \u00f6\u011frenimini kullanan bir bilgisayar bilimi dal\u0131d\u0131r. Yapay zekan\u0131n nihai amac\u0131, normalde insan uzmanl\u0131\u011f\u0131 gerektiren g\u00f6revleri yerine getirebilen bilgisayarl\u0131 \u015femalar olan uzman sistemler \u00fcretmektir. Yapay zeka, yaz\u0131l\u0131mlar\u0131nda ve programlar\u0131nda makine \u00f6\u011freniminin \u00f6zelliklerini i\u00e7ermesine ra\u011fmen, makine \u00f6\u011frenimi ile ayn\u0131 t\u00fcr \u00f6r\u00fcnt\u00fc tabanl\u0131 \u00f6\u011frenmeyi gerektirmez. Bunun yerine yapay zeka, uzman sistemler \u00fcretmek i\u00e7in bulu\u015fsal arama ve optimizasyon algoritmalar\u0131n\u0131n bir kombinasyonunu kullan\u0131r. Bu, bir sorunu veya durumu analiz etmek, istenen sonucun ne oldu\u011funu bulmak ve ard\u0131ndan do\u011fru \u00e7\u00f6z\u00fcm\u00fc bulmak i\u00e7in \u00e7e\u015fitli arama stratejilerini kullanmak i\u00e7in saklanan bilgi ve verileri nas\u0131l kullanabilece\u011fi anlam\u0131na gelir. Bu arama stratejileri tipik olarak deneme yan\u0131lma veya varsay\u0131msal durumlar yaratmay\u0131 i\u00e7eren &#8220;tepe t\u0131rman\u0131\u015f\u0131&#8221;na dayan\u0131r.<\/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-1dc85ce elementor-widget elementor-widget-heading\" data-id=\"1dc85ce\" 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\">Bilgisayarlarla \u00e7al\u0131\u015fma a\u00e7\u0131s\u0131ndan yapay zeka, bilgisayar biliminin bir dal\u0131d\u0131r.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1dc3985 elementor-widget elementor-widget-text-editor\" data-id=\"1dc3985\" 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>Bilgisayarlarla \u00e7al\u0131\u015fma a\u00e7\u0131s\u0131ndan yapay zeka, bilgilerini g\u00fcncelleyebilen ve yeni \u00e7\u00f6z\u00fcmler \u00fcretebilen makineler olu\u015fturmak i\u00e7in makine \u00f6\u011frenimini kullanan bir bilgisayar bilimi dal\u0131d\u0131r. Yapay zekan\u0131n nihai amac\u0131, normalde insan uzmanl\u0131\u011f\u0131 gerektiren g\u00f6revleri yerine getirebilen bilgisayarl\u0131 \u015femalar olan uzman sistemler \u00fcretmektir. Uzman sistemler bilgiye dayal\u0131 ak\u0131l y\u00fcr\u00fctmeyi kullan\u0131r: kullan\u0131c\u0131dan veya di\u011fer kaynaklardan bilgi toplar, i\u015fler ve tahminler veya te\u015fhisler \u00fcretirler.<\/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-ecbb31d elementor-widget elementor-widget-image\" data-id=\"ecbb31d\" 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=\"730\" height=\"411\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/10\/yapay-zeka-programlari.jpg\" class=\"attachment-large size-large wp-image-4224\" alt=\"yapay zeka programlar\u0131\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/10\/yapay-zeka-programlari.jpg 730w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/10\/yapay-zeka-programlari-300x169.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/10\/yapay-zeka-programlari-18x10.jpg 18w\" sizes=\"(max-width: 730px) 100vw, 730px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">yapay zeka programlar\u0131<\/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-5af1515 elementor-widget elementor-widget-heading\" data-id=\"5af1515\" 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\">Bilgilerini g\u00fcncelleyebilen ve yeni \u00e7\u00f6z\u00fcmler \u00fcretebilen makineler ve programlar olu\u015fturmak i\u00e7in makine \u00f6\u011frenimi<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b680bd elementor-widget elementor-widget-text-editor\" data-id=\"5b680bd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>Yapay zekan\u0131n en \u00f6nemli uygulamalar\u0131ndan biri, deneyimlerden \u00f6\u011frenebilen makineler yaratmakt\u0131r. Bir makineyi bir g\u00f6revi yerine getirmek i\u00e7in programlarsan\u0131z, istedi\u011finiz \u015feyi yapar, ancak i\u015fler ters gitti\u011finde uyum sa\u011flayamaz. Ve e\u011fer bir \u015feyler ters giderse, buna neyin sebep oldu\u011funu veya en iyi nas\u0131l d\u00fczeltilece\u011fini bilmenin hi\u00e7bir yolu olmayacak.<\/p><p>Makine \u00f6\u011frenimi, bir bilgisayar\u0131n kendi deneyimlerinden gelen verilere bakabilmesi ve bunlar\u0131 gelecekteki durumlar hakk\u0131nda kararlar veya tahminler yapmak i\u00e7in temel olarak kullanabilmesi anlam\u0131na gelir. \u00d6rne\u011fin: telefonunuzun, selden etkilenen bir b\u00f6lgedeki (\u00f6rne\u011fin Venedik) kullan\u0131c\u0131lar\u0131n nerede bulunduklar\u0131n\u0131 bildirerek acil servislerden yard\u0131m almalar\u0131n\u0131 sa\u011flayan bir uygulamaya sahip oldu\u011funu hayal edin; Bu uygulamada makine \u00f6\u011frenimi etkinle\u015ftirildi\u011finde, ba\u015fka birinin girdisine gerek kalmayacakt\u0131, \u00e7\u00fcnk\u00fc t\u00fcm bilgiler payla\u015f\u0131lan bellek bankalar\u0131na girildi\u011finde, bu bankalar hangi alanlar\u0131n en k\u00f6t\u00fc etkilendi\u011fini otomatik olarak hesaplayacak ve b\u00f6ylece ilk m\u00fcdahale ekipleri \u00e7abalar\u0131n\u0131 buna g\u00f6re hedefleyebilecekti.<\/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-6f48bed elementor-widget elementor-widget-heading\" data-id=\"6f48bed\" 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 zekan\u0131n nihai amac\u0131, uzman sistemler \u00fcretmektir.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a501ef2 elementor-widget elementor-widget-text-editor\" data-id=\"a501ef2\" 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>Uzman sistemler, verilere dayal\u0131 kararlar verebilen bilgisayar programlar\u0131d\u0131r. Genellikle t\u0131bbi te\u015fhis, i\u015f uygulamalar\u0131 ve end\u00fcstriyel otomasyonda kullan\u0131l\u0131rlar.<\/p><p>Uzman sistemler genellikle belirli bir sorunu kendi ba\u015flar\u0131na \u00e7\u00f6zmek i\u00e7in geli\u015ftirilir. Yapay zekan\u0131n nihai amac\u0131, ya\u015fayarak \u00f6\u011frenebilen ve \u00e7evrelerindeki de\u011fi\u015fikliklere uyum sa\u011flayabilen uzman sistemler \u00fcretmektir<\/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-5448513 elementor-widget elementor-widget-heading\" data-id=\"5448513\" 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\">Normalde insan uzmanl\u0131\u011f\u0131 gerektiren g\u00f6revleri ger\u00e7ekle\u015ftirebilen bilgisayarl\u0131 \u015femalar<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b37cc28 elementor-widget elementor-widget-text-editor\" data-id=\"b37cc28\" 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>Uzman sistem, normalde insan uzmanl\u0131\u011f\u0131 gerektiren g\u00f6revleri ger\u00e7ekle\u015ftirebilen bir bilgisayar program\u0131d\u0131r. Bu sistemler genellikle i\u015fletmelerde verimlili\u011fi art\u0131rmak i\u00e7in kullan\u0131l\u0131r, ancak e\u011fitim ve ara\u015ft\u0131rmada da kullan\u0131l\u0131r.<\/p><p>Uzman sistemler tipik olarak \u00fc\u00e7 b\u00f6l\u00fcmden olu\u015fur: belirli bir konu hakk\u0131nda bilgi depolayan bilgi taban\u0131; kurallar\u0131 bu bilgi taban\u0131na uygulayan bir \u00e7\u0131kar\u0131m motoru; ve kullan\u0131c\u0131lar\u0131n sistemle etkile\u015fime girmesine izin veren bir aray\u00fcz. Ancak pratikte, bu bile\u015fenlerin t\u00fcm\u00fc tek bir programa entegre edilmi\u015ftir ve tasar\u0131mc\u0131n\u0131n tercihlerine ba\u011fl\u0131 olarak farkl\u0131 \u015fekillerde yaz\u0131labilir.<\/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-8b8cac4 elementor-widget elementor-widget-heading\" data-id=\"8b8cac4\" 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, makine \u00f6\u011frenimi ile ayn\u0131 t\u00fcr \u00f6r\u00fcnt\u00fc tabanl\u0131 \u00f6\u011frenme gerektirmez<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3960faf elementor-widget elementor-widget-text-editor\" data-id=\"3960faf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>yapay zeka, makine \u00f6\u011frenimi ile ayn\u0131 t\u00fcr \u00f6r\u00fcnt\u00fc tabanl\u0131 \u00f6\u011frenme gerektirmez\u00a0 ancak makine \u00f6\u011frenimi hakk\u0131nda ayr\u0131nt\u0131lara girmeden \u00f6nce, daha geni\u015f olan &#8220;yapay zeka&#8221; alan\u0131na bir g\u00f6z atal\u0131m. Yapay zeka sadece makine \u00f6\u011frenimi de\u011fildir; ba\u015fka bir\u00e7ok \u015feyi de kapsar. Bilgisayarlar\u0131n daha \u00e7ok insan gibi ve daha az bilgisayar gibi d\u00fc\u015f\u00fcnmesini sa\u011flaman\u0131n \u00e7al\u0131\u015fmas\u0131d\u0131r. Daha \u00f6nce Star Trek veya Westworld&#8217;\u00fcn bir b\u00f6l\u00fcm\u00fcn\u00fc izlediyseniz, bu size tan\u0131d\u0131k gelebilir: kendi kendine d\u00fc\u015f\u00fcn\u00fcyormu\u015f gibi g\u00f6r\u00fcnen ve muhtemelen insan efendilerinin isteklerinden ba\u011f\u0131ms\u0131z olarak hareket eden bilgisayarlarla ileti\u015fim kurmak.<\/p><p>Siri&#8217;nin nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 d\u00fc\u015f\u00fcn\u00fcn: Sorgunuzun sonucu olarak size yaln\u0131zca ham veriler vermek veya metin g\u00f6r\u00fcnt\u00fclemek yerine, Siri, bilgileri bir konu\u015fma bi\u00e7iminde (ifadeler dahil) sunar, b\u00f6ylece yaln\u0131zca bilgisayar istemleri arac\u0131l\u0131\u011f\u0131yla yan\u0131t vermekten \u00e7ok daha insani hissettirir. Bu arabirim t\u00fcr\u00fc yaln\u0131zca Apple \u00fcr\u00fcnlerine \u00f6zg\u00fc de\u011fildir; Microsoft Windows&#8217;ta ayr\u0131ca Cortana ve Amazon Alexa cihazlar\u0131 da benzer ilkeler g\u00f6z \u00f6n\u00fcnde bulundurularak tasarlanm\u0131\u015ft\u0131r, bu da onlar\u0131 TV setinizin veya buzdolab\u0131n\u0131n kap\u0131 kolunun yan\u0131ndaki raf\u0131n\u0131zda oturan ba\u015fka bir donan\u0131m par\u00e7as\u0131ndan daha \u00e7ekici g\u00f6r\u00fcnmelerini sa\u011flar.<\/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-e21e5a0 elementor-widget elementor-widget-heading\" data-id=\"e21e5a0\" 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\">Yaz\u0131l\u0131mlar\u0131nda ve programlar\u0131nda makine \u00f6\u011freniminin \u00f6zelliklerini i\u00e7erir. <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-198e449 elementor-widget elementor-widget-text-editor\" data-id=\"198e449\" 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>Makine \u00f6\u011frenimi, yapay zekan\u0131n bir dal\u0131d\u0131r. Bu, makinelerin a\u00e7\u0131k\u00e7a programlanmadan verilerden \u00f6\u011frenmesini sa\u011flayan bir t\u00fcr bilgisayar programlamas\u0131d\u0131r. Makine \u00f6\u011frenimi programlar\u0131na genellikle &#8220;AI&#8221; denir, ancak yapay zeka s\u00f6z konusu oldu\u011funda, makine \u00f6\u011frenimi denklemin yaln\u0131zca bir par\u00e7as\u0131d\u0131r. Yapay zeka (ayn\u0131 zamanda g\u00fc\u00e7l\u00fc yapay zeka olarak da an\u0131l\u0131r), insanlar taraf\u0131ndan sergilenseydi ak\u0131ll\u0131 sayaca\u011f\u0131m\u0131z davran\u0131\u015flar\u0131 sergileyen bilgisayarlar\u0131 ifade eder: \u00f6rne\u011fin, bu hedeflere ula\u015fmak i\u00e7in hedeflere ve planlara sahip olmak.<\/p><p>Bu, yapay olarak ak\u0131ll\u0131 bir program\u0131n, ald\u0131\u011f\u0131 yeni bilgilere dayal\u0131 olarak kararlar verme veya eylemler ger\u00e7ekle\u015ftirme gibi g\u00f6revleri ger\u00e7ekle\u015ftirebilece\u011fi anlam\u0131na gelir &#8211; ve bunlar\u0131n t\u00fcm\u00fc, nas\u0131l oldu\u011fu a\u00e7\u0131k\u00e7a programlanmadan!<\/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-a1082c5 elementor-widget elementor-widget-heading\" data-id=\"a1082c5\" 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\">uzman sistemler \u00fcretmek i\u00e7in bulu\u015fsal arama ve optimizasyon algoritmalar\u0131n\u0131n bir kombinasyonudur. <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fe41b16 elementor-widget elementor-widget-text-editor\" data-id=\"fe41b16\" 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>Uzman sistemler, insan m\u00fcdahalesi olmadan karar verebilen ve sorunlar\u0131 \u00e7\u00f6zebilen bilgisayar programlar\u0131d\u0131r. T\u0131p, <a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ve-finans\/\">finans<\/a> ve bili\u015fim gibi bir\u00e7ok farkl\u0131 alanda kullan\u0131lmaktad\u0131rlar.<\/p><p>Tipik bir uzman sistem, sorunlar\u0131 \u00e7\u00f6zmek i\u00e7in bu ger\u00e7eklerin nas\u0131l bir araya geldi\u011fini a\u00e7\u0131klayan ger\u00e7ekleri ve kurallar\u0131 i\u00e7eren bir bilgi taban\u0131 i\u00e7erir. Bilgi taban\u0131 ayr\u0131ca hem bulu\u015fsal arama algoritmalar\u0131n\u0131 (bir soruna en iyi \u00e7\u00f6z\u00fcm\u00fc bulmak i\u00e7in) hem de optimizasyon algoritmalar\u0131n\u0131 (bir soruna en iyi \u00e7\u00f6z\u00fcm\u00fc bulmak i\u00e7in) kullanan bir \u00e7\u0131kar\u0131m motoru i\u00e7erir. \u00d6rne\u011fin, doktorlar taraf\u0131ndan hastal\u0131klar\u0131 te\u015fhis etmek veya kan \u00f6rneklerindeki kanser h\u00fccrelerini tespit etmek i\u00e7in bir uzman sistem kullan\u0131labilir; doland\u0131r\u0131c\u0131l\u0131k faaliyetlerini belirlemek i\u00e7in muhasebeciler taraf\u0131ndan; ya da birliklerinin m\u00fcmk\u00fcn oldu\u011fu kadar \u00e7abuk zarar g\u00f6rmemesini isteyen askeri komutanlar taraf\u0131ndan.<\/p><p>Yapay zeka programlar\u0131n\u0131 kullanmak i\u00e7in \u015funlar\u0131 yapars\u0131n\u0131z:<\/p><ul><li>Bir sorunu veya durumu analiz etmek i\u00e7in saklanan bilgileri ve verileri kullan\u0131n<\/li><li>\u0130stenen sonucun ne oldu\u011funu anlay\u0131n<\/li><li>Ard\u0131ndan do\u011fru \u00e7\u00f6z\u00fcm\u00fc bulmak i\u00e7in \u00e7e\u015fitli arama stratejileri kullan\u0131n<\/li><\/ul><\/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-d79951d elementor-widget elementor-widget-heading\" data-id=\"d79951d\" 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 ger\u00e7ekten sadece kendi ba\u015f\u0131na deneyimlerden \u00f6\u011frenebilen yaz\u0131l\u0131m anlam\u0131na gelir<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3170fa0 elementor-widget elementor-widget-text-editor\" data-id=\"3170fa0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>Yapay zeka, bilgilerini g\u00fcncelleyebilen ve sorunlara kendi ba\u015flar\u0131na yeni \u00e7\u00f6z\u00fcmler bulabilen makineler ve programlar olu\u015fturmak i\u00e7in makine \u00f6\u011frenimini kullanan bir bilgisayar bilimi dal\u0131d\u0131r.<\/p><p>Yapay zekan\u0131n nihai amac\u0131, normalde insan uzmanl\u0131\u011f\u0131 gerektiren g\u00f6revleri yerine getirebilen bilgisayarl\u0131 \u015femalar olan uzman sistemler \u00fcretmektir.<\/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-ad867c2 elementor-widget elementor-widget-heading\" data-id=\"ad867c2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Sonu\u00e7<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6ac6a7b elementor-widget elementor-widget-text-editor\" data-id=\"6ac6a7b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>Yapay zekan\u0131n gelece\u011fi parlak ve geli\u015fmi\u015f yapay zeka programlar\u0131n\u0131n faydalar\u0131n\u0131 zaten g\u00fcnl\u00fck hayat\u0131m\u0131zda g\u00f6r\u00fcyoruz. \u015eimdi internette bilgi bulman\u0131n on y\u0131l \u00f6ncesine g\u00f6re ne kadar kolay oldu\u011funu bir d\u00fc\u015f\u00fcn\u00fcn! bu programlar daha ak\u0131ll\u0131 hale gelmeye devam ettik\u00e7e, her ad\u0131mda insan yard\u0131m\u0131na ihtiya\u00e7 duymadan sorunlar\u0131 kendi ba\u015flar\u0131na \u00e7\u00f6zme konusunda daha yetenekli hale gelecekler.<\/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-2dbea83 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2dbea83\" 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-1eac0cd\" data-id=\"1eac0cd\" 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-39c7f01 elementor-widget elementor-widget-image\" data-id=\"39c7f01\" 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 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-1d4c407 elementor-widget elementor-widget-heading\" data-id=\"1d4c407\" 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-6067408 elementor-widget elementor-widget-heading\" data-id=\"6067408\" 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-9f4607c elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"9f4607c\" 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-38b8dd8\" data-id=\"38b8dd8\" 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-92fda06 elementor-widget elementor-widget-heading\" data-id=\"92fda06\" 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-ec46688 premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"ec46688\" 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=\"4223\">\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&apos;den Claude&apos;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 programlar\u0131 Yapay zeka programlar\u0131 nedir? Yapay zeka (YZ), bilgilerini g\u00fcncelleyebilen ve sorunlara kendi ba\u015flar\u0131na yeni \u00e7\u00f6z\u00fcmler bulabilen makineler ve programlar olu\u015fturmak i\u00e7in makine&hellip;<\/p>","protected":false},"author":1,"featured_media":4224,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[17,48],"class_list":["post-4223","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\/4223","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=4223"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/4223\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/4224"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=4223"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=4223"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=4223"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}