{"id":1200,"date":"2018-12-19T17:46:47","date_gmt":"2018-12-19T15:46:47","guid":{"rendered":"https:\/\/www.guzel.net.tr\/blog\/?p=1200"},"modified":"2018-12-19T19:28:05","modified_gmt":"2018-12-19T17:28:05","slug":"1200","status":"publish","type":"post","link":"https:\/\/www.guzel.net.tr\/blog\/genel\/1200.html","title":{"rendered":"Yapay Zeka Nedir?"},"content":{"rendered":"<p>Bilgisayar bilimlerinin alt ba\u015fl\u0131klar\u0131ndan biri olan \u201cYapay Zeka\u201d mefhumu literat\u00fcre 1956 y\u0131l\u0131nda, Stanford \u00dcniversitesi\u2019nde g\u00f6rev yapan John McCarty taraf\u0131ndan kazand\u0131r\u0131ld\u0131. Yapay zeka, \u00fczerine \u00e7e\u015fitli yaz\u0131l\u0131mlar kurulmu\u015f bir makinenin veya bir bilgisayar program\u0131n\u0131n kendi ba\u015f\u0131na d\u00fc\u015f\u00fcnme ve \u00f6\u011frenme yetisi kazanmas\u0131 anlam\u0131na geliyor. Yapay zeka d\u00fc\u015f\u00fcncesinin temelinde kendi ba\u015f\u0131na hareket edebilen, d\u00fc\u015f\u00fcnebilen ve insanlar gibi \u00f6\u011frenebilen makineler \u00fcretmek fikri yat\u0131yor. Yapay zekaya herhangi bir soru veya i\u015flem y\u00f6nlendirildi\u011finde daha \u00f6nce ayn\u0131 soruya verdi\u011fi t\u00fcm yan\u0131tlar\u0131 de\u011ferlendirerek i\u00e7lerinden en mant\u0131kl\u0131 olan\u0131 se\u00e7ip size sunuyor. Ancak yapay zeka bundan \u00e7ok daha fazlas\u0131 olarak kar\u015f\u0131m\u0131za \u00e7\u0131k\u0131yor. Yapay zekay\u0131 bu kadar k\u0131s\u0131tl\u0131 bir konu ile s\u0131n\u0131rland\u0131rmak yanl\u0131\u015f. Derin \u00d6\u011frenme (Deep Learning) ve Makine \u00d6\u011frenimi (Machine Learning) gibi kavramlar\u0131 a\u00e7\u0131klamak yapay zekay\u0131 do\u011fru tan\u0131mlamam\u0131z a\u00e7\u0131s\u0131ndan daha detayl\u0131 ve kapsay\u0131c\u0131.<\/p>\n<p><b>Makine \u00d6\u011frenimi (Machine Learning) Nedir?<\/b><\/p>\n<p>Makine \u00f6\u011freniminin dayand\u0131\u011f\u0131 temel, girilen verileri al\u0131p \u00e7e\u015fitli algoritmalar kullan\u0131larak bu verileri yeni verilere d\u00f6n\u00fc\u015ft\u00fcr\u00fcp farkl\u0131 \u00e7\u0131kt\u0131lar ortaya \u00e7\u0131karan ve bu \u00e7\u0131kt\u0131lar \u00fczerinden \u00e7e\u015fitli istatistiki veri analizleri toplamas\u0131d\u0131r.<\/p>\n<p>Makine \u00f6\u011frenimi, veri madencili\u011fi ve tahmin modellemesinde yer alan s\u00fcre\u00e7ler ile benzer bir yap\u0131dad\u0131r. Her \u00fc\u00e7\u00fc de veri aramay\u0131 ve program eylemlerini buna g\u00f6re ayarlamay\u0131 gerektirmektedir. Bu duruma \u00f6rnek vermek gerekirse, Google\u2019dan veya herhangi ba\u015fka bir arama motorundan al\u0131\u015fveri\u015f yapmak amac\u0131yla bir \u015feyler aratt\u0131\u011f\u0131n\u0131z\u0131 d\u00fc\u015f\u00fcn\u00fcn. Bu i\u015flemi yapt\u0131ktan hemen sonra internette sat\u0131n almak istedi\u011finiz \u015fey ile ilgili s\u00fcrekli reklamlar kar\u015f\u0131n\u0131za \u00e7\u0131kt\u0131\u011f\u0131n\u0131 siz de farketmi\u015fsinizdir. Bunun sebebi, \u00f6neri motorlar\u0131n\u0131n neredeyse ger\u00e7ek zamanl\u0131 olarak online reklam yay\u0131n\u0131n\u0131 ki\u015fiye \u00f6zel hale getirmek i\u00e7in makine \u00f6\u011frenimini kullanmas\u0131d\u0131r. Ki\u015fiselle\u015ftirilmi\u015f pazarlamaya ek olarak, di\u011fer makine \u00f6\u011frenimi kullan\u0131m alanlar\u0131 aras\u0131nda spam filtreleme, a\u011f g\u00fcvenli\u011fi tehdidi alg\u0131lama, sahtek\u00e2rl\u0131k tespiti gibi durumlar da yer almaktad\u0131r.<\/p>\n<p>Makine \u00f6\u011frenimi algoritmalar\u0131\u00a0genel olarak denetlenen veya denetlenmeyen olarak ikiye ayr\u0131l\u0131r. Alg\u0131lanan algoritmalar,\u00a0algoritma \u00f6\u011frenimi\u00a0esnas\u0131nda tahminlerin do\u011fru olup olmad\u0131\u011f\u0131 hakk\u0131nda geri bildirim sa\u011flar. Ayn\u0131 zamanda hem girdi hem de \u00e7\u0131kt\u0131y\u0131 sa\u011flamak i\u00e7in\u00a0makine \u00f6\u011frenim\u00a0becerileri ile birlikte bir veri bilimcisi veya veri analistine ihtiya\u00e7 duyulur. Veri bilimcileri, modelin hangi de\u011fi\u015fkenleri analiz edece\u011fini ve hangi tahminleri geli\u015ftirmek i\u00e7in kullanaca\u011f\u0131n\u0131 belirler.<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/www.guzel.net.tr\/blog\/wp-content\/uploads\/2018\/12\/shutterstock_1039097026-2.jpg\"><img decoding=\"async\" class=\"alignnone size-full wp-image-1202\" src=\"https:\/\/www.guzel.net.tr\/blog\/wp-content\/uploads\/2018\/12\/shutterstock_1039097026-2.jpg\" alt=\"\" width=\"575\" height=\"355\" srcset=\"https:\/\/www.guzel.net.tr\/blog\/wp-content\/uploads\/2018\/12\/shutterstock_1039097026-2.jpg 575w, https:\/\/www.guzel.net.tr\/blog\/wp-content\/uploads\/2018\/12\/shutterstock_1039097026-2-300x185.jpg 300w\" sizes=\"(max-width: 575px) 100vw, 575px\" \/><\/a><\/p>\n<p><b>Derin \u00d6\u011frenme (Deep Learning) Nedir?<\/b><\/p>\n<p>Ne kadar \u00e7ok veri bulunursa yapay zeka \u00f6zellikleri o kadar fazla a\u00e7\u0131\u011fa \u00e7\u0131kacakt\u0131r ve i\u015fler daha da karma\u015f\u0131k hale gelecektir. Karma\u015f\u0131k hale geldik\u00e7e yapay zekadan, makine \u00f6\u011frenimine ge\u00e7i\u015f olacakt\u0131r. Daha da karma\u015f\u0131k hale gelmeye ba\u015flay\u0131nca makine \u00f6\u011freniminden, derin \u00f6\u011frenime ge\u00e7i\u015fler ba\u015flayacakt\u0131r. Sisteminizde ne denli \u00e7ok veriniz varsa yapay zekan\u0131z o kadar iyi \u00e7al\u0131\u015facakt\u0131r.<\/p>\n<p>Makine \u00f6\u011frenimi tek katmanda i\u015flem yap\u0131yorken derin \u00f6\u011frenme birden fazla katmanda e\u015f zamanl\u0131 olarak i\u015flem yapmaktad\u0131r. Bir makine grubu \u00f6\u011frenim algoritmalar\u0131n\u0131 e\u015f zamanl\u0131 bir \u015fekilde kullanarak tek i\u015flemde sonuca ula\u015fmaya \u00e7al\u0131\u015f\u0131yor. \u00d6rne\u011fin; bir \u0131spanak resmi ile bir mandalina resmini ay\u0131rmam\u0131z gerekiyor. Makine \u00f6\u011freniminde, insanlar\u0131n bug\u00fcne kadar edinmi\u015f oldu\u011fu deneyimleri, bir tak\u0131m y\u00f6nergeler vas\u0131tas\u0131yla makineye tan\u0131tmaya \u00e7al\u0131\u015f\u0131yorsunuz. Turuncu ise muhtemelen mandalinad\u0131r, ye\u015fil ise \u0131spanakt\u0131r gibi veya yuvarlak ise muhtemelen mandalinad\u0131r, yaprak \u015feklindeyse muhtemelen \u0131spanakt\u0131r gibi bir\u00e7ok \u00f6zelli\u011fi tan\u0131mlaman\u0131z gerekiyor. Halbuki derin \u00f6\u011frenme bu de\u011fi\u015fikli\u011fi kendi ba\u015f\u0131na \u00f6\u011frenebiliyor. Sadece \u0131spanak ve mandalina resimlerini derin \u00f6\u011frenme sistemine g\u00f6stererek kendisine ait kurallar\u0131n\u0131 olu\u015fturuyor, de\u011fi\u015fiklikleri ortaya \u00e7\u0131karabilmek i\u00e7in renk ve \u015feklin ana ay\u0131r\u0131c\u0131 nitelikler oldu\u011funu kendi ba\u015f\u0131na fark ediyor. B\u00f6ylece temel insan becerilerine hi\u00e7 ihtiya\u00e7 duymadan, kendi ayr\u0131\u015ft\u0131r\u0131c\u0131 yeteneklerini kendi kazanarak i\u015flemlerini ger\u00e7ekle\u015ftirebiliyor.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Bilgisayar bilimlerinin alt ba\u015fl\u0131klar\u0131ndan biri olan \u201cYapay Zeka\u201d mefhumu literat\u00fcre 1956 y\u0131l\u0131nda, Stanford \u00dcniversitesi\u2019nde g\u00f6rev yapan John McCarty taraf\u0131ndan kazand\u0131r\u0131ld\u0131. Yapay zeka, \u00fczerine \u00e7e\u015fitli yaz\u0131l\u0131mlar kurulmu\u015f bir makinenin veya bir bilgisayar program\u0131n\u0131n kendi ba\u015f\u0131na d\u00fc\u015f\u00fcnme ve \u00f6\u011frenme yetisi kazanmas\u0131 anlam\u0131na&#8230;<\/p>\n","protected":false},"author":3,"featured_media":1201,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1200","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-genel"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Yapay Zeka Nedir? - G\u00fczel Hosting Internet Hizmetleri - Blog<\/title>\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.guzel.net.tr\/blog\/genel\/1200.html\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Yapay Zeka Nedir? - G\u00fczel Hosting Internet Hizmetleri - Blog\" \/>\n<meta property=\"og:description\" content=\"Bilgisayar bilimlerinin alt ba\u015fl\u0131klar\u0131ndan biri olan \u201cYapay Zeka\u201d mefhumu literat\u00fcre 1956 y\u0131l\u0131nda, Stanford \u00dcniversitesi\u2019nde g\u00f6rev yapan John McCarty taraf\u0131ndan kazand\u0131r\u0131ld\u0131. 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