{"id":1040,"date":"2016-12-18T19:25:26","date_gmt":"2016-12-18T17:25:26","guid":{"rendered":"http:\/\/guvensahin.com\/?p=1040"},"modified":"2016-12-18T19:29:32","modified_gmt":"2016-12-18T17:29:32","slug":"machine-learning-nedir","status":"publish","type":"post","link":"https:\/\/guvensahin.com\/tr\/machine-learning-nedir\/","title":{"rendered":"Machine Learning Nedir ?"},"content":{"rendered":"<p>Bu yaz\u0131da sizlerle machine learning kavram\u0131na de\u011finece\u011fiz. <a href=\"https:\/\/en.wikipedia.org\/wiki\/Machine_learning\">Machine learning<\/a> \u00f6ncelikle bilgisayar bilimlerinin bir alt dal\u0131d\u0131r. <a href=\"https:\/\/en.wikipedia.org\/wiki\/Arthur_Samuel\">Arthur Samuel<\/a>&#8216;e g\u00f6re bilgisayarlar\u0131n ek bir programlamaya gerek kalmadan kendi kendine \u00f6\u011frenmesi demektir. Machine learning&#8217;in amac\u0131 bilgisayarlar\u0131n\/makinelerin ald\u0131klar\u0131 verileri incelemesi ve bu veri \u00fczerinden ak\u0131lc\u0131 kararlar verebilmelerinin sa\u011flanmas\u0131d\u0131r. Bu sebeple machine learning <a title=\"\u0130statistik\" href=\"https:\/\/tr.wikipedia.org\/wiki\/%C4%B0statistik\">istatistik<\/a>, <a href=\"https:\/\/tr.wikipedia.org\/wiki\/Veri_madencili%C4%9Fi\">data mining<\/a>, <a href=\"https:\/\/tr.wikipedia.org\/wiki\/Yapay_zek%C3%A2\">yapay zeka<\/a>, <a href=\"https:\/\/tr.wikipedia.org\/wiki\/Olas%C4%B1l%C4%B1k_kuram%C4%B1\">olas\u0131l\u0131k kuram\u0131<\/a> ba\u015fta olmak \u00fczere pek \u00e7ok konuyla ili\u015fkilidir.<\/p>\n<p>&nbsp;<\/p>\n<p>Verilerimiz b\u00fcy\u00fcd\u00fck\u00e7e onu inceleyip, analiz edip sonras\u0131nda mant\u0131kl\u0131 kararlar almak zorla\u015f\u0131yor, daha fazla zaman al\u0131yor. Machine learning ile bunu insanlar yerimize makinelere yapt\u0131rarak hem h\u0131z kazan\u0131yoruz, hemde hata olas\u0131l\u0131\u011f\u0131n\u0131 \u00e7ok azalt\u0131yoruz. \u0130nsanlar\u0131n ba\u015fedemeye\u011fi b\u00fcy\u00fckl\u00fckteki verileri analiz edebiliyoruz.<\/p>\n<p>Machine learning&#8217;e verilebilecek en basit \u00f6rneklerden biri e-ticaret sitelerindeki \u00fcr\u00fcn \u00f6nerileri fonksiyonudur. Tra\u015f b\u0131\u00e7a\u011f\u0131 sat\u0131n alanlar\u0131n \u00e7o\u011fu ayn\u0131 zamanda tra\u015f jelide al\u0131yorsa, siz sepetinize tra\u015f b\u0131\u00e7a\u011f\u0131 ekledi\u011finizde site size alman\u0131z i\u00e7in tra\u015f jelini de \u00f6nerecektir.<\/p>\n<p>Keza ayn\u0131 \u015fekilde spotify da devaml\u0131 <a href=\"https:\/\/tr.wikipedia.org\/wiki\/Epica\">epica<\/a> dinliyorsan\u0131z haftal\u0131k ke\u015fif listenizte <a href=\"https:\/\/tr.wikipedia.org\/wiki\/Within_Temptation\">within temptation<\/a>&#8216;\u0131n \u015fark\u0131lar\u0131n\u0131 g\u00f6rmeniz \u00e7ok olas\u0131. \u00c7\u00fcnk\u00fc ikiside benzer t\u00fcrde \u015fark\u0131lar yapan gruplar ve birini dinleyenler genellikle di\u011ferinide dinliyor ve seviyor. Basit bir algoritma ile site size bunu sunabiliyor.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/guvensahin.com\/tr\/wp-content\/uploads\/2016\/12\/machine-learning-logo2.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1043\" src=\"https:\/\/guvensahin.com\/tr\/wp-content\/uploads\/2016\/12\/machine-learning-logo2.png\" alt=\"\" width=\"620\" height=\"620\" srcset=\"https:\/\/guvensahin.com\/tr\/wp-content\/uploads\/2016\/12\/machine-learning-logo2.png 620w, https:\/\/guvensahin.com\/tr\/wp-content\/uploads\/2016\/12\/machine-learning-logo2-150x150.png 150w, https:\/\/guvensahin.com\/tr\/wp-content\/uploads\/2016\/12\/machine-learning-logo2-300x300.png 300w, https:\/\/guvensahin.com\/tr\/wp-content\/uploads\/2016\/12\/machine-learning-logo2-60x60.png 60w\" sizes=\"auto, (max-width: 620px) 100vw, 620px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p>Bir ba\u015fka \u00f6rnek ise gmail gibi email hizmeti veren firmalar\u0131n kulland\u0131\u011f\u0131. Gmail, kullan\u0131c\u0131lar\u0131n\u0131n spam i\u015faretledi\u011fi maillerin i\u00e7eri\u011fini analiz ediyor. Spam emaillerin profilini \u00e7\u0131kar\u0131yor. Daha \u00f6nce spam g\u00f6ndermemi\u015f yeni bir g\u00f6nderenden spam bir email geldi\u011finde, email&#8217;in i\u00e7eri\u011fini analiz ederek onun spam oldu\u011funu anlay\u0131p art\u0131k hi\u00e7bir kullan\u0131c\u0131n\u0131n i\u015faretlemesine gerek kalmadan direkt spam klas\u00f6r\u00fcn\u00fcze g\u00f6nderebiliyor.<\/p>\n<p>&nbsp;<\/p>\n<p>Machine learning&#8217;in kullan\u0131m\u0131 giderek art\u0131yor. \u00d6rne\u011fin microsoft&#8217;un azure \u00fczerinden sundu\u011fu, isteyen herkesin \u00f6zellikle \u015firketlerin kullanabilece\u011fi machine learning hizmeti <a href=\"https:\/\/azure.microsoft.com\/tr-tr\/services\/machine-learning\/\">var<\/a>. Bu hizmet i\u00e7inde haz\u0131r componentler ve haz\u0131r algoritmalar bulunuyor.<\/p>\n<p>Yak\u0131n zamanda bankalar birine kredi verip vermeyece\u011fini banka personeli yerine makinelere b\u0131rakacaklar. Yada facebook elindeki verilerle size en uygun e\u015f aday\u0131n\u0131 \u00f6nerebilecek.<\/p>\n<p>&nbsp;<\/p>\n<p>Bu yaz\u0131da daha derine inmeden burada noktal\u0131yorum. \u00c7ok ilgi \u00e7ekici bir konu. Daha fazla bilgi isteyenler i\u00e7in bu <a href=\"https:\/\/www.reddit.com\/r\/MachineLearning\/\">subrettit&#8217;i \u00f6nerebilirim<\/a>. Ayr\u0131ca udemy de pek \u00e7ok kurs <a href=\"https:\/\/www.udemy.com\/courses\/search\/?q=machine%20learning\">bulunuyor<\/a>. Bu arada data minig ve machine learning d\u00fcnyas\u0131nda R ve Python dilleri olduk\u00e7a pop\u00fcler. <a href=\"https:\/\/www.datacamp.com\/community\/tutorials\/r-or-python-for-data-analysis\">Bu yaz\u0131da<\/a> dilleri tan\u0131tan \u00e7ok g\u00fczel bir kar\u015f\u0131la\u015ft\u0131rma yap\u0131lm\u0131\u015f.<\/p>\n<p>Ho\u015f\u00e7akal\u0131n.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Bu yaz\u0131da sizlerle machine learning kavram\u0131na de\u011finece\u011fiz. Machine learning \u00f6ncelikle bilgisayar bilimlerinin bir alt dal\u0131d\u0131r. Arthur Samuel&#8216;e g\u00f6re bilgisayarlar\u0131n ek bir programlamaya gerek kalmadan kendi kendine \u00f6\u011frenmesi demektir. Machine learning&#8217;in amac\u0131 bilgisayarlar\u0131n\/makinelerin ald\u0131klar\u0131 verileri incelemesi ve bu veri \u00fczerinden ak\u0131lc\u0131 kararlar verebilmelerinin sa\u011flanmas\u0131d\u0131r. Bu sebeple machine learning istatistik, data mining, yapay zeka, olas\u0131l\u0131k kuram\u0131 ba\u015fta&hellip;&nbsp;<a href=\"https:\/\/guvensahin.com\/tr\/machine-learning-nedir\/\" rel=\"bookmark\">Daha fazlas\u0131n\u0131 oku &raquo;<span class=\"screen-reader-text\">Machine Learning Nedir ?<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":1042,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"categories":[239],"tags":[346,348,347],"class_list":["post-1040","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-programlama","tag-machine-learning","tag-veri-madenciligi","tag-yapay-zeka"],"_links":{"self":[{"href":"https:\/\/guvensahin.com\/tr\/wp-json\/wp\/v2\/posts\/1040","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/guvensahin.com\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/guvensahin.com\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/guvensahin.com\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/guvensahin.com\/tr\/wp-json\/wp\/v2\/comments?post=1040"}],"version-history":[{"count":7,"href":"https:\/\/guvensahin.com\/tr\/wp-json\/wp\/v2\/posts\/1040\/revisions"}],"predecessor-version":[{"id":1049,"href":"https:\/\/guvensahin.com\/tr\/wp-json\/wp\/v2\/posts\/1040\/revisions\/1049"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/guvensahin.com\/tr\/wp-json\/wp\/v2\/media\/1042"}],"wp:attachment":[{"href":"https:\/\/guvensahin.com\/tr\/wp-json\/wp\/v2\/media?parent=1040"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/guvensahin.com\/tr\/wp-json\/wp\/v2\/categories?post=1040"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/guvensahin.com\/tr\/wp-json\/wp\/v2\/tags?post=1040"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}