{"id":4283,"date":"2022-10-27T05:22:05","date_gmt":"2022-10-27T05:22:05","guid":{"rendered":"https:\/\/aix.web.tr\/?p=4283"},"modified":"2023-10-02T10:22:21","modified_gmt":"2023-10-02T10:22:21","slug":"makine-ogrenmesi-nedir","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/makine-ogrenmesi-nedir\/","title":{"rendered":"What is machine learning?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"4283\" class=\"elementor elementor-4283\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-fc86be6 elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fc86be6\" 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-ca1f5ed\" data-id=\"ca1f5ed\" 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-9c9ebb5 elementor-widget elementor-widget-shortcode\" data-id=\"9c9ebb5\" 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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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 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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-7b4768f\" data-id=\"7b4768f\" 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-374945d elementor-widget elementor-widget-heading\" data-id=\"374945d\" 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\">Makine \u00f6\u011frenmesi nedir?<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-87f8eed elementor-section-content-middle elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"87f8eed\" 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-8ef937a\" data-id=\"8ef937a\" 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-8492251 elementor-widget elementor-widget-heading\" data-id=\"8492251\" 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 tarihi<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9a8e552 elementor-widget elementor-widget-text-editor\" data-id=\"9a8e552\" 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\u011frenmesi, bilgisayarlar\u0131n deneyimlerden \u00f6\u011frenmesine ve bunlar\u0131 a\u00e7\u0131k\u00e7a programlanmadan sonu\u00e7lar\u0131 tahmin etmek i\u00e7in kullanmas\u0131na yard\u0131mc\u0131 olan Yapay Zekan\u0131n ayr\u0131lmaz bir par\u00e7as\u0131d\u0131r. Makine \u00f6\u011frenmesi, bilgisayar sistemlerine a\u00e7\u0131k\u00e7a programlanmadan verilerle &#8220;\u00f6\u011frenme&#8221; (\u00f6rne\u011fin, belirli bir g\u00f6revdeki performans\u0131 a\u015famal\u0131 olarak iyile\u015ftirme) yetene\u011fi vermek i\u00e7in istatistiksel teknikleri kullanan bir bilgisayar bilimi alan\u0131d\u0131r. Makine \u00f6\u011frenmesi ad\u0131 1959&#8217;da, onu &#8220;bilgisayarlara a\u00e7\u0131k\u00e7a programlanmadan \u00f6\u011frenme yetene\u011fi veren bir \u00e7al\u0131\u015fma alan\u0131&#8221; olarak tan\u0131mlayan Arthur Samuel taraf\u0131ndan icat edildi. Yapay zekada \u00f6r\u00fcnt\u00fc tan\u0131ma ve hesaplamal\u0131 \u00f6\u011frenme teorisi \u00e7al\u0131\u015fmas\u0131ndan geli\u015ftirilmi\u015ftir.<\/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-a8088b6 elementor-widget elementor-widget-heading\" data-id=\"a8088b6\" 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, bilgisayar sistemlerine a\u00e7\u0131k\u00e7a programlanmadan verilerle \"\u00f6\u011frenme\" (\u00f6rne\u011fin, belirli bir g\u00f6revdeki performans\u0131 a\u015famal\u0131 olarak iyile\u015ftirme) yetene\u011fi vermek i\u00e7in istatistiksel teknikleri kullanan bir bilgisayar bilimi alan\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-ffe4a99 elementor-widget elementor-widget-text-editor\" data-id=\"ffe4a99\" 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\u011frenmesi, bilgisayar sistemlerine a\u00e7\u0131k\u00e7a programlanmadan verilerle &#8220;\u00f6\u011frenme&#8221; (\u00f6rne\u011fin, belirli bir g\u00f6revdeki performans\u0131 a\u015famal\u0131 olarak iyile\u015ftirme) yetene\u011fi vermek i\u00e7in istatistiksel teknikleri kullanan bir bilgisayar bilimi alan\u0131d\u0131r. Makine \u00f6\u011frenmesi, bilgisayar kullan\u0131m\u0131 yoluyla tahmin yapmaya da odaklanan hesaplama istatistikleriyle yak\u0131ndan ilgilidir. Alana y\u00f6ntemler, teori ve uygulama alanlar\u0131 sa\u011flayan matematiksel optimizasyon ile g\u00fc\u00e7l\u00fc ba\u011flar\u0131 vard\u0131r. Makine \u00f6\u011frenmesi, t\u0131bbi te\u015fhis, istenmeyen posta filtreleme, makine vizyonu, biyolojik s\u0131n\u0131fland\u0131rma (y\u00fcz tan\u0131ma gibi), arama motorlar\u0131 ve do\u011fal dil i\u015fleme dahil olmak \u00fczere \u00e7ok \u00e7e\u015fitli uygulamalarda kullan\u0131lmaktad\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-d3d7490 elementor-widget elementor-widget-heading\" data-id=\"d3d7490\" 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 ad\u0131 1959'da Arthur Samuel taraf\u0131ndan icat edildi.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5060def elementor-widget elementor-widget-text-editor\" data-id=\"5060def\" 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\u011frenmesi, bilgisayarlar\u0131n a\u00e7\u0131k\u00e7a programlanmadan verilerden \u00f6\u011frenmesini sa\u011flayan algoritmalar olu\u015fturan bilgisayar biliminin bir alt alan\u0131d\u0131r. Makine \u00f6\u011frenmesi ad\u0131 1959&#8217;da Arthur Samuel taraf\u0131ndan icat edildi.<\/p><p>&#8220;Makine \u00f6\u011frenmesi&#8221; teriminin <a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-nedir\/\">yapay zeka<\/a> ba\u011flam\u0131nda birka\u00e7 farkl\u0131 anlam\u0131 vard\u0131r. B\u00f6yle bir anlam, bir insan taraf\u0131ndan a\u00e7\u0131k\u00e7a programlanmak yerine, b\u00fcy\u00fck veri k\u00fcmelerinde (tahmin modelleri dahil) otomatik olarak kal\u0131plar\u0131 ke\u015ffetme yetene\u011fine sahip bilgisayar programlar\u0131n\u0131n geli\u015ftirilmesinde uzmanla\u015fm\u0131\u015f, bilgi temsili ve ak\u0131l y\u00fcr\u00fctmenin bir dal\u0131d\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-afed2a5 elementor-widget elementor-widget-image\" data-id=\"afed2a5\" 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\/2022\/10\/Makine-ogrenmesi-nedir.jpg\" class=\"attachment-large size-large wp-image-4285\" alt=\"Makine \u00f6\u011frenmesi nedir?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/10\/Makine-ogrenmesi-nedir.jpg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/10\/Makine-ogrenmesi-nedir-300x169.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/10\/Makine-ogrenmesi-nedir-768x432.jpg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/10\/Makine-ogrenmesi-nedir-18x10.jpg 18w\" sizes=\"(max-width: 843px) 100vw, 843px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Makine \u00f6\u011frenmesi nedir?<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-497ea96 elementor-widget elementor-widget-heading\" data-id=\"497ea96\" 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 zekada \u00f6r\u00fcnt\u00fc tan\u0131ma ve hesaplamal\u0131 \u00f6\u011frenme teorisi \u00e7al\u0131\u015fmas\u0131ndan geli\u015ftirildi.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d62b111 elementor-widget elementor-widget-text-editor\" data-id=\"d62b111\" 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 zekada \u00f6r\u00fcnt\u00fc tan\u0131ma ve hesaplamal\u0131 \u00f6\u011frenme teorisi \u00e7al\u0131\u015fmas\u0131ndan geli\u015fmi\u015ftir.<\/p><p>\u00d6r\u00fcnt\u00fc tan\u0131ma, verilerdeki tekrarlanan desenleri tan\u0131mlama s\u00fcrecidir. Hesaplamal\u0131 \u00f6\u011frenme teorisi, deneyimlerden nas\u0131l \u00f6\u011frenilece\u011fi ve genelle\u015ftirilece\u011fi \u00fczerine yap\u0131lan \u00e7al\u0131\u015fmad\u0131r. \u00d6r\u00fcnt\u00fc tan\u0131ma ve hesaplamal\u0131 \u00f6\u011frenme teorisi, normalde insan zekas\u0131 gerektiren g\u00f6revleri yerine getirebilecek cihazlar geli\u015ftirmeyi ama\u00e7layan yapay zekan\u0131n bir par\u00e7as\u0131d\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-084191f elementor-widget elementor-widget-heading\" data-id=\"084191f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Bir dizi algoritman\u0131n ke\u015ffi, son birka\u00e7 on y\u0131lda katlanarak b\u00fcy\u00fcd\u00fc.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a43c14f elementor-widget elementor-widget-text-editor\" data-id=\"a43c14f\" 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\u011frenmesi 1950&#8217;lerden beri var olsa da, son y\u0131llarda bir r\u00f6nesans ya\u015fad\u0131. Bu k\u0131smen, ara\u015ft\u0131rmalar\u0131 daha do\u011fru algoritmalar ve modeller i\u00e7in te\u015fvik eden artan kullan\u0131labilirlik ve veri kalitesinden kaynaklanmaktad\u0131r. Ancak bu ayn\u0131 zamanda, karma\u015f\u0131k sistemlerden elde edilen sonu\u00e7lar\u0131 tahmin etmek i\u00e7in olas\u0131l\u0131ksal y\u00f6ntemler veya Bayes istatistikleri kullanmak gibi, verileri nas\u0131l anlad\u0131\u011f\u0131m\u0131zdaki temel geli\u015fmeleri de yans\u0131t\u0131r. Bir dizi algoritman\u0131n ke\u015ffi, son birka\u00e7 on y\u0131lda katlanarak b\u00fcy\u00fcd\u00fc.<\/p><p>Makine \u00f6\u011frenmesi algoritmalar\u0131n\u0131n evrimi, kullan\u0131m durumlar\u0131 arac\u0131l\u0131\u011f\u0131yla g\u00f6r\u00fclebilir: art\u0131k \u00fcr\u00fcn tavsiye sistemlerini geli\u015ftirmek i\u00e7in Amazon ve Netflix gibi \u015firketler taraf\u0131ndan kullan\u0131l\u0131yorlar; AlphaGo Zero&#8217;yu (orijinal versiyonu Go&#8217;da profesyonel insan oyuncular\u0131 yenen bir sinir a\u011f\u0131) geli\u015ftiren Google Brain ara\u015ft\u0131rmac\u0131lar\u0131 taraf\u0131ndan; ABD ordusunun s\u00fcr\u00fcc\u00fcs\u00fcz arabalar veya insans\u0131z hava ara\u00e7lar\u0131 gibi otonom ara\u00e7lara y\u00f6nelik DARPA program\u0131 taraf\u0131ndan bile; ve hatta Siri veya Alexa ile ak\u0131ll\u0131 telefonunuzda!<\/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-3409533 elementor-widget elementor-widget-heading\" data-id=\"3409533\" 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, iyi performansa sahip a\u00e7\u0131k algoritmalar tasarlaman\u0131n ve programlaman\u0131n zor veya m\u00fcmk\u00fcn olmad\u0131\u011f\u0131 bir dizi hesaplama g\u00f6revinde kullan\u0131l\u0131r; \u00f6rnek uygulamalar aras\u0131nda e-posta filtreleme, a\u011fa izinsiz giri\u015f yapanlar\u0131n veya veri ihlaline y\u00f6nelik \u00e7al\u0131\u015fan k\u00f6t\u00fc niyetli ki\u015filerin tespiti, optik karakter tan\u0131ma (OCR), s\u0131ralamay\u0131 \u00f6\u011frenme ve bilgisayar g\u00f6r\u00fc\u015f\u00fc say\u0131labilir.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b43fea4 elementor-widget elementor-widget-text-editor\" data-id=\"b43fea4\" 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\u011frenmesi, sistemlere a\u00e7\u0131k\u00e7a programlanmadan deneyimlerden otomatik olarak \u00f6\u011frenme ve iyile\u015ftirme yetene\u011fi sa\u011flayan bir t\u00fcr yapay zekad\u0131r (YZ). Makine \u00f6\u011frenmesi, verilere eri\u015febilen, bunlar\u0131 \u00f6\u011frenmek i\u00e7in kullanabilen, daha sonra bu bilgilere dayanarak tahminler veya kararlar alabilen bilgisayar programlar\u0131n\u0131n geli\u015ftirilmesine odaklan\u0131r.<\/p><p>Makine \u00f6\u011frenmesi algoritmalar\u0131, verilerdeki kal\u0131plar\u0131 inceleyen bir t\u00fcmevar\u0131m s\u00fcreci arac\u0131l\u0131\u011f\u0131yla \u00f6rnek girdilerden bir model olu\u015fturur. Yeni veriler sa\u011fland\u0131\u011f\u0131nda, model onunla ilgili \u00f6zellikleri tahmin edebilir. Bu algoritmalar manuel yakla\u015f\u0131mlardan daha h\u0131zl\u0131 \u00e7al\u0131\u015f\u0131r ve daha az girdi haz\u0131rlama s\u00fcresi gerektirir.<\/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-8e02f21 elementor-widget elementor-widget-heading\" data-id=\"8e02f21\" 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, bilgisayarlar\u0131n deneyimlerden \u00f6\u011frenmesine ve bunlar\u0131 a\u00e7\u0131k\u00e7a programlanmadan sonu\u00e7lar\u0131 tahmin etmek i\u00e7in kullanmas\u0131na yard\u0131mc\u0131 olan Yapay Zekan\u0131n ayr\u0131lmaz bir par\u00e7as\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-e4276fb elementor-widget elementor-widget-text-editor\" data-id=\"e4276fb\" 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\u011frenmesi, bilgisayarlara a\u00e7\u0131k\u00e7a programlanmadan \u00f6\u011frenme yetene\u011fi veren bir yapay zeka dal\u0131d\u0131r. Makine \u00f6\u011frenmesi algoritmalar\u0131, mevcut verilerden bir model olu\u015fturur ve ard\u0131ndan bu modele dayal\u0131 tahminler yapar. Tahminler daha sonra herhangi bir hatay\u0131 d\u00fczelten ve tahminlerinin do\u011frulu\u011funu onaylayan ve bir sonraki yinelemeye daha fazla veri besleyen insanlar taraf\u0131ndan g\u00f6zden ge\u00e7irilir. Bu ileri geri i\u015flem, bir makine kabul edilebilir bir do\u011fruluk d\u00fczeyine ula\u015fana kadar devam eder &#8211; bu noktada, otonom ara\u00e7lar i\u00e7in kullan\u0131lan makine g\u00f6rme sistemlerinde veya kullan\u0131lan y\u00fcz tan\u0131ma yaz\u0131l\u0131mlar\u0131nda oldu\u011fu gibi otomatik bir sistemin veya i\u015flemin par\u00e7as\u0131 olarak konu\u015fland\u0131r\u0131labilir. kolluk kuvvetleri taraf\u0131ndan.<\/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-e112296 elementor-widget elementor-widget-heading\" data-id=\"e112296\" 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-913fa37 elementor-widget elementor-widget-text-editor\" data-id=\"913fa37\" 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\u011frenmesi, yapay zekan\u0131n \u00f6nemli bir par\u00e7as\u0131d\u0131r ve bilgisayarlar\u0131n deneyimlerden \u00f6\u011frenmesini sa\u011flar. Bir\u00e7ok \u015firket taraf\u0131ndan \u00fcr\u00fcnlerini daha ak\u0131ll\u0131, daha verimli ve kullan\u0131m\u0131 daha kolay hale getirmek i\u00e7in kullan\u0131l\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\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-4f3fdd9 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4f3fdd9\" 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-51b3421\" data-id=\"51b3421\" 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-0901022 elementor-widget elementor-widget-image\" data-id=\"0901022\" 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-78d69e4 elementor-widget elementor-widget-heading\" data-id=\"78d69e4\" 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-f660b10 elementor-widget elementor-widget-heading\" data-id=\"f660b10\" 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-770113f elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"770113f\" 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-9766fa2\" data-id=\"9766fa2\" 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-5b03577 elementor-widget elementor-widget-heading\" data-id=\"5b03577\" 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-b96128e premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"b96128e\" 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=\"4283\">\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, 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>\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\/google-gemini-nedir-rehberi\/\" 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\/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>Makine \u00f6\u011frenmesi nedir? Makine \u00f6\u011frenmesi tarihi Makine \u00f6\u011frenmesi, bilgisayarlar\u0131n deneyimlerden \u00f6\u011frenmesine ve bunlar\u0131 a\u00e7\u0131k\u00e7a programlanmadan sonu\u00e7lar\u0131 tahmin etmek i\u00e7in kullanmas\u0131na yard\u0131mc\u0131 olan Yapay Zekan\u0131n ayr\u0131lmaz&hellip;<\/p>","protected":false},"author":1,"featured_media":4285,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[61,63,17,48],"class_list":["post-4283","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-makine-ogrenimi","tag-makine-ogrenmesi","tag-yapay-zeka","tag-yapay-zeka-nedir"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/4283","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=4283"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/4283\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/4285"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=4283"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=4283"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=4283"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}