{"id":29171,"date":"2024-03-14T23:52:56","date_gmt":"2024-03-14T20:52:56","guid":{"rendered":"https:\/\/www.karekod.org\/blog\/?p=29171"},"modified":"2025-05-01T19:34:35","modified_gmt":"2025-05-01T16:34:35","slug":"yapay-zekanin-teknik-tarihi-ve-etkileri","status":"publish","type":"post","link":"https:\/\/www.karekod.org\/blog\/yapay-zekanin-teknik-tarihi-ve-etkileri\/","title":{"rendered":"Yapay Zekan\u0131n Teknik Tarihi ve Etkileri"},"content":{"rendered":"\n<p>Yapay zeka (AI), insan zekas\u0131n\u0131 taklit eden ve problem \u00e7\u00f6zme, \u00f6\u011frenme ve karar verme gibi g\u00f6revleri yerine getirebilen bilgisayar sistemlerini ifade eder. AI tarihi, antik Yunan felsefesine kadar uzan\u0131r, ancak modern AI alan\u0131 1950&#8217;lerde ortaya \u00e7\u0131km\u0131\u015ft\u0131r. O zamandan beri, AI \u00f6nemli ilerlemeler kaydetmi\u015ftir ve g\u00fcn\u00fcm\u00fczde bir\u00e7ok farkl\u0131 alanda kullan\u0131lmaktad\u0131r. Bu makalede, <strong>yapay zekan\u0131n teknik tarihi<\/strong> ve t\u00fcrleri hakk\u0131nda detayl\u0131 bilgilendirme sunaca\u011f\u0131z.<\/p><div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0130\u00e7indekiler<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u0130\u00e7indekiler Tablosunu A\u00e7\/Kapat\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.karekod.org\/blog\/yapay-zekanin-teknik-tarihi-ve-etkileri\/#Yapay_Zekanin_Teknik_Tarihi\" >Yapay Zekan\u0131n Teknik Tarihi<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.karekod.org\/blog\/yapay-zekanin-teknik-tarihi-ve-etkileri\/#Yapay_Zeka_Ilk_Ne_Zaman_Ortaya_Cikti\" >Yapay Zeka \u0130lk Ne Zaman Ortaya \u00c7\u0131kt\u0131?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.karekod.org\/blog\/yapay-zekanin-teknik-tarihi-ve-etkileri\/#Yapay_Zeka_Turleri\" >Yapay Zeka T\u00fcrleri<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.karekod.org\/blog\/yapay-zekanin-teknik-tarihi-ve-etkileri\/#Yapay_Zekanin_Farkli_Alanlari_ve_Uygulamalari\" >Yapay Zekan\u0131n Farkl\u0131 Alanlar\u0131 ve Uygulamalar\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.karekod.org\/blog\/yapay-zekanin-teknik-tarihi-ve-etkileri\/#Gunumuzde_En_Onemli_10_Yapay_Zeka_Uygulamasi\" >G\u00fcn\u00fcm\u00fczde En \u00d6nemli 10 Yapay Zeka Uygulamas\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.karekod.org\/blog\/yapay-zekanin-teknik-tarihi-ve-etkileri\/#Yapay_Zekanin_Teknik_Tarihi_SSS\" >Yapay Zekan\u0131n Teknik Tarihi SSS<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Yapay_Zekanin_Teknik_Tarihi\"><\/span>Yapay Zekan\u0131n Teknik Tarihi<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1080\" src=\"https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-tarihi-1.jpeg\" alt=\"Yapay Zeka Tarihi\" class=\"wp-image-29177\" srcset=\"https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-tarihi-1.jpeg 1920w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-tarihi-1-300x169.jpeg 300w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-tarihi-1-1024x576.jpeg 1024w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-tarihi-1-768x432.jpeg 768w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-tarihi-1-1536x864.jpeg 1536w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-tarihi-1-730x411.jpeg 730w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-tarihi-1-350x197.jpeg 350w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-tarihi-1-1100x619.jpeg 1100w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><figcaption class=\"wp-element-caption\">Yapay Zekan\u0131n Teknik Tarihi<\/figcaption><\/figure>\n\n\n\n<p><strong>1940&#8217;lar:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Alan Turing, Enigma kodunu k\u0131rmak i\u00e7in &#8220;Turing Makinesi&#8221;ni geli\u015ftirir.<\/li>\n\n\n\n<li>John von Neumann, &#8220;bilgisayar beyni&#8221; fikrini ortaya atar.<\/li>\n<\/ul>\n\n\n\n<p><strong>1950&#8217;ler:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>John McCarthy, &#8220;yapay zeka&#8221; terimini icat eder.<\/li>\n\n\n\n<li>Dartmouth Ara\u015ft\u0131rma Projesi, yapay zekan\u0131n ilk akademik konferanslar\u0131ndan biridir.<\/li>\n\n\n\n<li>Samuel, dama oynayabilen bir bilgisayar program\u0131 olan &#8220;The Learning Machine&#8221;i geli\u015ftirir.<\/li>\n<\/ul>\n\n\n\n<p><strong>1960&#8217;lar:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Makine \u00f6\u011frenmesi ve bilgisayarl\u0131 g\u00f6r\u00fc\u015f gibi alt alanlar geli\u015fmeye ba\u015flar.<\/li>\n\n\n\n<li>GPS arama algoritmas\u0131 geli\u015ftirilir.<\/li>\n<\/ul>\n\n\n\n<p><strong>1970&#8217;ler:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Yapay zeka ara\u015ft\u0131rmalar\u0131nda &#8220;k\u0131\u015f&#8221; d\u00f6nemi ba\u015flar.<\/li>\n\n\n\n<li>Sembolik mant\u0131k ve \u00fcretim sistemleri gibi yakla\u015f\u0131mlar hakimdir.<\/li>\n<\/ul>\n\n\n\n<p><strong>1980&#8217;ler:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Uzman sistemler gibi baz\u0131 uygulamalar ticari ba\u015far\u0131 elde eder.<\/li>\n\n\n\n<li>Lisp programlama dili yayg\u0131nla\u015f\u0131r.<\/li>\n<\/ul>\n\n\n\n<p><strong>1990&#8217;lar:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0130nternet&#8217;in y\u00fckseli\u015fi ve b\u00fcy\u00fck veri k\u00fcmelerinin kullan\u0131labilirli\u011fi, AI&#8217;de yeniliklere yol a\u00e7ar.<\/li>\n\n\n\n<li>Yapay sinir a\u011flar\u0131 tekrar ilgi g\u00f6rmeye ba\u015flar.<\/li>\n<\/ul>\n\n\n\n<p><strong>2000&#8217;ler:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Derin \u00f6\u011frenme algoritmalar\u0131 geli\u015ftirilir.<\/li>\n\n\n\n<li>AI&#8217;de \u00f6nemli ilerleme kaydedilir.<\/li>\n<\/ul>\n\n\n\n<p><strong>2010&#8217;lar:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI, sa\u011fl\u0131k, finans, \u00fcretim ve perakende gibi bir\u00e7ok sekt\u00f6rde yayg\u0131n olarak kullan\u0131l\u0131r hale gelir.<\/li>\n\n\n\n<li>AlphaGo gibi yenilik\u00e7i projeler, AI potansiyelini g\u00f6sterir.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Yapay_Zeka_Ilk_Ne_Zaman_Ortaya_Cikti\"><\/span>Yapay Zeka \u0130lk Ne Zaman Ortaya \u00c7\u0131kt\u0131?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Yapay Zekan\u0131n Tarihi #1 - Herkes \u0130\u00e7in Yapay Zeka - B\u00f6l\u00fcm 1\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/awk_jSEW9ZQ?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">Yapay Zekan\u0131n Teknik Tarihi<\/figcaption><\/figure>\n\n\n\n<p>Yapay zekan\u0131n (AI) tek bir kesin ba\u015flang\u0131\u00e7 tarihi yoktur. Farkl\u0131 bak\u0131\u015f a\u00e7\u0131lar\u0131na g\u00f6re, AI ilk k\u0131v\u0131lc\u0131mlar\u0131 farkl\u0131 zamanlara uzanabilir:<\/p>\n\n\n\n<p><strong>1. Antik Yunan:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>M.\u00d6. 5. y\u00fczy\u0131lda, Yunan filozof&nbsp;<strong><a href=\"https:\/\/en.wikipedia.org\/wiki\/Eudoxus_of_Cnidus\">Eudoxus of Cnidus<\/a><\/strong>, bir robot in\u015fa etme fikrini savunmu\u015ftur.<\/li>\n\n\n\n<li>Bu robot, g\u00fcne\u015f saatlerini otomatik olarak ayarlayabilen ve basit matematiksel i\u015flemleri yapabilen bir makine olarak tasarlanm\u0131\u015ft\u0131r.<\/li>\n<\/ul>\n\n\n\n<p><strong>2. Orta \u00c7a\u011f:<\/strong><\/p>\n\n\n\n<ol start=\"13\" class=\"wp-block-list\">\n<li>y\u00fczy\u0131lda,&nbsp;<strong>Roger Bacon<\/strong>, &#8220;Opus Tertium&#8221; adl\u0131 eserinde, sihirli aynalar ve konu\u015fabilen makineler gibi yapay zeka unsurlar\u0131n\u0131 i\u00e7eren f\u00fct\u00fcristik bir d\u00fcnya tasvir etmi\u015ftir.<\/li>\n<\/ol>\n\n\n\n<p><strong>3. R\u00f6nesans:<\/strong><\/p>\n\n\n\n<ol start=\"16\" class=\"wp-block-list\">\n<li>y\u00fczy\u0131lda,&nbsp;<strong>Leonardo da Vinci<\/strong>, robotlar ve di\u011fer otomatik makineler i\u00e7in tasar\u0131mlar \u00e7izmi\u015ftir.<\/li>\n<\/ol>\n\n\n\n<p><strong>4. 17. Y\u00fczy\u0131l:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>1642&#8217;de,&nbsp;<strong>Ren\u00e9 Descartes<\/strong>, &#8220;D\u00fc\u015f\u00fcnen Makine&#8221; adl\u0131 eserinde, hayvanlar\u0131n ve insanlar\u0131n nas\u0131l i\u015fledi\u011fini anlamak i\u00e7in mekanik modeller kullanmay\u0131 \u00f6nermi\u015ftir.<\/li>\n<\/ul>\n\n\n\n<p><strong>5. 19. Y\u00fczy\u0131l:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>1837&#8217;de,&nbsp;<strong>Charles Babbage<\/strong>, analitik motoru icat etmi\u015ftir.<\/li>\n\n\n\n<li>Bu motor, karma\u015f\u0131k matematiksel hesaplamalar\u0131 otomatik olarak yapabilen ilk programlanabilir makine olarak kabul edilir.<\/li>\n<\/ul>\n\n\n\n<p><strong>6. 20. Y\u00fczy\u0131l:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>1940&#8217;larda,&nbsp;<strong>Alan Turing<\/strong>, Enigma kodunu k\u0131rmak i\u00e7in kullan\u0131lan &#8220;Turing Makinesi&#8221;ni geli\u015ftirmi\u015ftir.<\/li>\n\n\n\n<li>Bu makine, modern bilgisayarlar\u0131n temelini olu\u015fturmu\u015ftur.<\/li>\n\n\n\n<li>1950&#8217;lerde,&nbsp;<strong>John McCarthy<\/strong>, &#8220;yapay zeka&#8221; terimini icat etmi\u015f ve Dartmouth Ara\u015ft\u0131rma Projesi&#8217;ni ba\u015flatm\u0131\u015ft\u0131r.<\/li>\n\n\n\n<li>Bu proje, AI alan\u0131ndaki ilk \u00f6nemli akademik \u00e7al\u0131\u015fmalardan biridir.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Yapay_Zeka_Turleri\"><\/span>Yapay Zeka T\u00fcrleri<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>1. Sembolik Yapay Zeka:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Mant\u0131k ve kurallara dayal\u0131 sistemlerdir.<\/li>\n\n\n\n<li>Uzman sistemler bu kategorinin tipik \u00f6rnekleridir.<\/li>\n\n\n\n<li>Sembolik temsil ve mant\u0131ksal \u00e7\u0131kar\u0131m yoluyla problem \u00e7\u00f6zerler.<\/li>\n<\/ul>\n\n\n\n<p><strong>2. Ba\u011flant\u0131c\u0131 Yapay Zeka:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>N\u00f6ron a\u011flar\u0131na dayal\u0131 sistemlerdir.<\/li>\n\n\n\n<li>Yapay sinir a\u011flar\u0131 bu kategorinin en pop\u00fcler \u00f6rne\u011fidir.<\/li>\n\n\n\n<li>Verilerden \u00f6r\u00fcnt\u00fcleri \u00f6\u011frenerek tahminlerde bulunur ve problem \u00e7\u00f6zerler.<\/li>\n<\/ul>\n\n\n\n<p><strong>3. Evrimsel Yapay Zeka:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Do\u011fal seleksiyon ilkesine dayal\u0131 sistemlerdir.<\/li>\n\n\n\n<li>Genetik algoritmalar bu kategorinin \u00f6nemli bir \u00f6rne\u011fidir.<\/li>\n\n\n\n<li>Do\u011fal seleksiyondan ilham alarak problem \u00e7\u00f6z\u00fcmleri i\u00e7in optimize edilmi\u015f \u00e7\u00f6z\u00fcmler ararlar.<\/li>\n<\/ul>\n\n\n\n<p><strong>4. Makine \u00d6\u011frenmesi:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Verilerden otomatik olarak \u00f6\u011frenen sistemlerdir.<\/li>\n\n\n\n<li>Destek vekt\u00f6r makineleri bu kategorinin \u00f6nemli bir \u00f6rne\u011fidir.<\/li>\n\n\n\n<li>G\u00f6revleri yerine getirmek i\u00e7in veri tabanl\u0131 modeller geli\u015ftirirler.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Yapay_Zekanin_Farkli_Alanlari_ve_Uygulamalari\"><\/span>Yapay Zekan\u0131n Farkl\u0131 Alanlar\u0131 ve Uygulamalar\u0131<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"731\" src=\"https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-robot-1024x731.webp\" alt=\"Yapay Zeka Robot\" class=\"wp-image-29174\" srcset=\"https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-robot-1024x731.webp 1024w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-robot-300x214.webp 300w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-robot-768x549.webp 768w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-robot-1536x1097.webp 1536w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-robot-730x521.webp 730w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-robot-350x250.webp 350w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-robot-1100x786.webp 1100w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-robot.webp 1680w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Yapay Zeka Robot<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><th><strong>Tan\u0131m<\/strong><\/th><th><strong>\u00d6nemli Algoritmalar<\/strong><\/th><th><strong>\u00d6nemli Uygulamalar<\/strong><\/th><\/tr><tr><td>Dijital g\u00f6r\u00fcnt\u00fclerden bilgi \u00e7\u0131karmay\u0131 ama\u00e7lar.<\/td><td>&#8211; Konvol\u00fcsyonlu Sinir A\u011flar\u0131 (CNN)<\/td><td>&#8211; Y\u00fcz Tan\u0131ma<\/td><\/tr><tr><td>Metin ve konu\u015fmay\u0131 i\u015flemeye odaklan\u0131r.<\/td><td>&#8211; Tekrarlayan Sinir A\u011flar\u0131 (RNN)<\/td><td>&#8211; Makine \u00c7evirisi<\/td><\/tr><tr><td>Konu\u015fma sinyallerini metne d\u00f6n\u00fc\u015ft\u00fcrmeyi ama\u00e7lar.<\/td><td>&#8211; Mel-Frekansa D\u00f6n\u00fc\u015ft\u00fcrme (MFCC)<\/td><td>&#8211; Sanal Asistanlar<\/td><\/tr><tr><td>Verilerden otomatik olarak \u00f6\u011frenmeyi ve tahminlerde bulunmay\u0131 sa\u011flar.<\/td><td>&#8211; Destek Vekt\u00f6r Makineleri (SVM)<\/td><td>&#8211; Spam Filtreleme<\/td><\/tr><tr><td>Yapay sinir a\u011flar\u0131n\u0131 kullanarak karma\u015f\u0131k problemleri \u00e7\u00f6zmeyi ama\u00e7lar.<\/td><td>&#8211; Generatif Adversarial A\u011flar (GAN)<\/td><td>&#8211; T\u0131bbi G\u00f6r\u00fcnt\u00fcleme<\/td><\/tr><tr><td>Ak\u0131ll\u0131 robotlar tasarlama ve \u00fcretmeyi ama\u00e7lar.<\/td><td>&#8211; Takviye \u00d6\u011frenmesi<\/td><td>&#8211; Otonom Ara\u00e7lar<\/td><\/tr><tr><td>G\u00f6revleri otomatik olarak yerine getirmeyi sa\u011flar.<\/td><td>&#8211; \u00dcretim Sistemleri<\/td><td>&#8211; End\u00fcstriyel Otomasyon<\/td><\/tr><tr><td>Belirli bir alandaki bilgi ve deneyimi taklit etmeyi ama\u00e7lar.<\/td><td>&#8211; \u00dcretim Kurallar\u0131<\/td><td>&#8211; T\u0131bbi Te\u015fhis<\/td><\/tr><tr><td>B\u00fcy\u00fck veri k\u00fcmelerinden bilgi \u00e7\u0131karmay\u0131 ama\u00e7lar.<\/td><td>&#8211; Apriori Algoritmas\u0131<\/td><td>&#8211; M\u00fc\u015fteri Davran\u0131\u015f\u0131 Analizi<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">Yapay Zekan\u0131n Farkl\u0131 Alanlar\u0131<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Gunumuzde_En_Onemli_10_Yapay_Zeka_Uygulamasi\"><\/span>G\u00fcn\u00fcm\u00fczde En \u00d6nemli 10 Yapay Zeka Uygulamas\u0131<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>1. Derin \u00d6\u011frenme:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>B\u00fcy\u00fck veri k\u00fcmelerinden \u00f6\u011frenmek i\u00e7in yapay sinir a\u011flar\u0131n\u0131 kullan\u0131r.<\/li>\n\n\n\n<li>G\u00f6r\u00fcnt\u00fc tan\u0131ma, do\u011fal dil i\u015fleme ve konu\u015fma tan\u0131ma gibi alanlarda kullan\u0131l\u0131r.<\/li>\n<\/ul>\n\n\n\n<p><strong>2. Makine \u00d6\u011frenmesi:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Verilerden otomatik olarak \u00f6\u011frenen algoritmalar geli\u015ftirir.<\/li>\n\n\n\n<li>\u00d6neri sistemleri, doland\u0131r\u0131c\u0131l\u0131k tespiti ve risk de\u011ferlendirmesi gibi alanlarda kullan\u0131l\u0131r.<\/li>\n<\/ul>\n\n\n\n<p><strong>3. Bilgisayarl\u0131 G\u00f6r\u00fc\u015f:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Dijital kameralardan ve sens\u00f6rlerden gelen g\u00f6r\u00fcnt\u00fcleri analiz eder.<\/li>\n\n\n\n<li>Y\u00fcz tan\u0131ma, nesne tespiti ve otonom ara\u00e7lar gibi alanlarda kullan\u0131l\u0131r.<\/li>\n<\/ul>\n\n\n\n<p><strong>4. Do\u011fal Dil \u0130\u015fleme:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0130nsan dilini anlamak ve i\u015flemek i\u00e7in algoritmalar geli\u015ftirir.<\/li>\n\n\n\n<li>Makine \u00e7evirisi, sohbet botlar\u0131 ve metin \u00f6zetleme gibi alanlarda kullan\u0131l\u0131r.<\/li>\n<\/ul>\n\n\n\n<p><strong>5. Robotik:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Karma\u015f\u0131k g\u00f6revleri yerine getirebilen robotlar tasarlar ve \u00fcretir.<\/li>\n\n\n\n<li>Cerrahi robotlar, otonom robotlar ve end\u00fcstriyel robotlar gibi alanlarda kullan\u0131l\u0131r.<\/li>\n<\/ul>\n\n\n\n<p><strong>6. Otomasyon:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u00dcretim hatlar\u0131 ve m\u00fc\u015fteri hizmetleri gibi alanlarda g\u00f6revleri otomatikle\u015ftirir.<\/li>\n\n\n\n<li>Verimlili\u011fi ve \u00fcretkenli\u011fi art\u0131rmak i\u00e7in kullan\u0131l\u0131r.<\/li>\n<\/ul>\n\n\n\n<p><strong>7. Sanal Ger\u00e7eklik ve Art\u0131r\u0131lm\u0131\u015f Ger\u00e7eklik:<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"755\" src=\"https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-tarihi-1024x755.webp\" alt=\"Yapay Zeka Tarihi\" class=\"wp-image-29175\" srcset=\"https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-tarihi-1024x755.webp 1024w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-tarihi-300x221.webp 300w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-tarihi-768x566.webp 768w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-tarihi-1536x1133.webp 1536w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-tarihi-730x538.webp 730w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-tarihi-350x258.webp 350w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-tarihi-1100x811.webp 1100w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2024\/03\/yapay-zeka-tarihi.webp 1627w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Yapay Zeka Tarihi<\/figcaption><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Kullan\u0131c\u0131lara sanal deneyimler sunmak i\u00e7in kullan\u0131l\u0131r.<\/li>\n\n\n\n<li>E\u011fitim, e\u011flence ve oyun gibi alanlarda kullan\u0131l\u0131r.<\/li>\n<\/ul>\n\n\n\n<p><strong>8. Biyoinformatik:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Genom dizileme ve protein katlama gibi biyolojik verileri analiz eder.<\/li>\n\n\n\n<li>\u0130la\u00e7 ke\u015ffi ve ki\u015fiselle\u015ftirilmi\u015f t\u0131p gibi alanlarda kullan\u0131l\u0131r.<\/li>\n<\/ul>\n\n\n\n<p><strong>9. Siber G\u00fcvenlik:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Siber sald\u0131r\u0131lar\u0131 tespit etmek ve \u00f6nlemek i\u00e7in kullan\u0131l\u0131r.<\/li>\n\n\n\n<li>A\u011f g\u00fcvenli\u011fi ve veri koruma gibi alanlarda kullan\u0131l\u0131r.<\/li>\n<\/ul>\n\n\n\n<p><strong>10. Uzay Ara\u015ft\u0131rmalar\u0131:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Uzay ara\u00e7lar\u0131n\u0131 kontrol etmek ve karma\u015f\u0131k problemleri \u00e7\u00f6zmek i\u00e7in kullan\u0131l\u0131r.<\/li>\n\n\n\n<li>Ke\u015fif ve robotik gibi alanlarda kullan\u0131l\u0131r.<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>G\u00fcnl\u00fck hayat\u0131m\u0131z\u0131n her an\u0131na n\u00fcfuz eden yapay zeka, fark etmeden kulland\u0131\u011f\u0131m\u0131z bir\u00e7ok cihaz\u0131n ve uygulaman\u0131n arkas\u0131ndaki beyindir. Ak\u0131ll\u0131 telefonlar\u0131m\u0131zdan arabalar\u0131m\u0131za, robot asistanlar\u0131m\u0131zdan sanal d\u00fcnyalara kadar yapay zeka, varl\u0131\u011f\u0131n\u0131 sessizce s\u00fcrd\u00fcr\u00fcyor.<\/p>\n<cite>Karekod Blog<\/cite><\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Yapay_Zekanin_Teknik_Tarihi_SSS\"><\/span>Yapay Zekan\u0131n Teknik Tarihi SSS<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1710448322790\"><strong class=\"schema-faq-question\">Yapay zekan\u0131n temelinde yatan fikir nedir?<\/strong> <p class=\"schema-faq-answer\">\u0130nsan zekas\u0131n\u0131 taklit edebilen ve problem \u00e7\u00f6zebilen, \u00f6\u011frenebilen ve karar verebilen bilgisayar sistemleri geli\u015ftirme fikri yatar.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1710448330634\"><strong class=\"schema-faq-question\">Yapay zekan\u0131n ilk uygulamalar\u0131 nelerdir?<\/strong> <p class=\"schema-faq-answer\">Yapay zekan\u0131n ilk uygulamalar\u0131, 1950&#8217;lerde oyun programlama ve dama gibi oyunlarda rakip olabilen bilgisayar programlar\u0131 geli\u015ftirmeye odaklanm\u0131\u015ft\u0131r. Daha sonra, t\u0131p te\u015fhisi, finansal modelleme ve robot kontrol\u00fc gibi alanlarda da kullan\u0131lmaya ba\u015flanm\u0131\u015ft\u0131r.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1710448340587\"><strong class=\"schema-faq-question\">Yapay zekada &#8220;k\u0131\u015f&#8221; d\u00f6nemi nedir?<\/strong> <p class=\"schema-faq-answer\">1970&#8217;lerde, yapay zekada &#8220;k\u0131\u015f&#8221; olarak bilinen bir d\u00f6nem ya\u015fanm\u0131\u015ft\u0131r. Bu d\u00f6nemde, sembolik mant\u0131\u011fa dayal\u0131 sistemlerin s\u0131n\u0131rlamalar\u0131 ortaya \u00e7\u0131km\u0131\u015f ve AI ara\u015ft\u0131rmalar\u0131na olan ilgi azalm\u0131\u015ft\u0131r.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1710448346934\"><strong class=\"schema-faq-question\">Yapay zekada &#8220;yeniden do\u011fu\u015f&#8221; olarak adland\u0131r\u0131lan d\u00f6nem ne zaman ba\u015flad\u0131?<\/strong> <p class=\"schema-faq-answer\">1980&#8217;lerin sonlar\u0131nda, yapay sinir a\u011flar\u0131 ve derin \u00f6\u011frenme gibi yeni tekniklerin geli\u015ftirilmesiyle AI bir &#8220;yeniden do\u011fu\u015f&#8221; d\u00f6nemi ba\u015flad\u0131. Bu geli\u015fmeler, AI bir\u00e7ok alanda \u00f6nemli ilerleme kaydetmesine imkan sa\u011flam\u0131\u015ft\u0131r.<\/p> <\/div> <\/div>\n\n\n\n<p><strong>\u0130lgili Ba\u011flant\u0131lar:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.karekod.org\/blog\/yapay-zeka-coinleri\/\">Yapay Zeka Coinleri<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.karekod.org\/blog\/yapay-zeka-ai-ve-insan-davranisi\/\">Yapay Zeka ve \u0130nsan Davran\u0131\u015flar\u0131<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.karekod.org\/blog\/chatgpt-plus-fiyati\/\">ChatGPT Fiyatlar\u0131<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.karekod.org\/blog\/yapay-zeka-destekli-haber-zuum-ai-news\/\">Yapay Zeka Destekli Haber<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Yapay zeka (AI), insan zekas\u0131n\u0131 taklit eden ve problem \u00e7\u00f6zme, \u00f6\u011frenme ve karar verme gibi g\u00f6revleri yerine getirebilen bilgisayar sistemlerini [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":29178,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[18],"tags":[],"class_list":["post-29171","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-teknoloji"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Yapay Zekan\u0131n Teknik Tarihi ve Etkileri - Karekod Blog<\/title>\n<meta name=\"description\" content=\"Yapay Zekan\u0131n Teknik Tarihi: 1940&#039;lar:Alan Turing, Enigma kodunu k\u0131rmak i\u00e7in &quot;Turing Makinesi&quot;ni geli\u015ftirir. John von Neumann..\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.karekod.org\/blog\/yapay-zekanin-teknik-tarihi-ve-etkileri\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Yapay Zekan\u0131n Teknik Tarihi ve Etkileri - Karekod Blog\" \/>\n<meta property=\"og:description\" content=\"Yapay Zekan\u0131n Teknik Tarihi: 1940&#039;lar:Alan Turing, Enigma kodunu k\u0131rmak i\u00e7in &quot;Turing Makinesi&quot;ni geli\u015ftirir. 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