{"id":3450,"date":"2024-09-10T21:08:16","date_gmt":"2024-09-10T21:08:16","guid":{"rendered":"https:\/\/www.vipservis.com\/blog\/?p=3450"},"modified":"2024-09-10T21:08:16","modified_gmt":"2024-09-10T21:08:16","slug":"makine-ogrenmesi-machine-learning-nedir","status":"publish","type":"post","link":"https:\/\/www.vipservis.com\/blog\/makine-ogrenmesi-machine-learning-nedir\/","title":{"rendered":"Makine \u00d6\u011frenmesi (Machine Learning) Nedir?"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_79_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=\"Toggle Table of Content\"><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: #ff0f0f;color:#ff0f0f\" 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: #ff0f0f;color:#ff0f0f\" 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-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.vipservis.com\/blog\/makine-ogrenmesi-machine-learning-nedir\/#Makine_Ogrenmesi_Machine_Learning_Nedir\" >Makine \u00d6\u011frenmesi (Machine Learning) Nedir?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.vipservis.com\/blog\/makine-ogrenmesi-machine-learning-nedir\/#Makine_Ogrenmesinin_Temel_Bilesenleri\" >Makine \u00d6\u011frenmesinin Temel Bile\u015fenleri<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.vipservis.com\/blog\/makine-ogrenmesi-machine-learning-nedir\/#Makine_Ogrenmesinin_Turleri\" >Makine \u00d6\u011frenmesinin 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.vipservis.com\/blog\/makine-ogrenmesi-machine-learning-nedir\/#Makine_Ogrenmesinin_Uygulama_Alanlari\" >Makine \u00d6\u011frenmesinin Uygulama Alanlar\u0131<\/a><\/li><\/ul><\/nav><\/div>\n<h3><span class=\"ez-toc-section\" id=\"Makine_Ogrenmesi_Machine_Learning_Nedir\"><\/span>Makine \u00d6\u011frenmesi (Machine Learning) Nedir?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Makine \u00f6\u011frenmesi (Machine Learning), yapay zekan\u0131n (AI) bir dal\u0131 olup, bilgisayarlar\u0131n verilerden \u00f6\u011frenmesini ve zamanla daha iyi sonu\u00e7lar \u00fcretmesini sa\u011flayan bir teknoloji alan\u0131d\u0131r. Bu teknoloji, algoritmalar ve istatistiksel y\u00f6ntemler kullanarak sistemlerin deneyimlerden \u00f6\u011frenmesini ve gelecekteki veriler \u00fczerinde tahminler yapmas\u0131n\u0131 m\u00fcmk\u00fcn k\u0131lar.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Makine_Ogrenmesinin_Temel_Bilesenleri\"><\/span>Makine \u00d6\u011frenmesinin Temel Bile\u015fenleri<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>1. Veriler:<\/strong> Makine \u00f6\u011frenmesinin temelini veriler olu\u015fturur. Bu veriler, algoritmalar\u0131n e\u011fitim s\u00fcrecinde kullan\u0131lan bilgi kaynaklar\u0131d\u0131r ve modelin do\u011frulu\u011funu etkiler.<\/p>\n<p><strong>2. Algoritmalar:<\/strong> Makine \u00f6\u011frenmesi algoritmalar\u0131, verilerden \u00f6\u011frenmek ve tahminler yapmak i\u00e7in matematiksel ve istatistiksel y\u00f6ntemler kullan\u0131r. Regresyon, s\u0131n\u0131fland\u0131rma ve k\u00fcmeleme gibi algoritmalar yayg\u0131nd\u0131r.<\/p>\n<p><strong>3. E\u011fitim (Training):<\/strong> E\u011fitim s\u00fcreci, modelin verilerle \u00f6\u011frenmesini ve kal\u0131plar\u0131 tan\u0131mas\u0131n\u0131 sa\u011flar. Bu a\u015famada, model veriler \u00fczerindeki ili\u015fkileri \u00f6\u011frenir.<\/p>\n<p><strong>4. Test Etme (Testing):<\/strong> Test a\u015famas\u0131nda, modelin performans\u0131 de\u011ferlendirilir. Yeni ve g\u00f6r\u00fcnmeyen veriler \u00fczerinde modelin ne kadar do\u011fru tahminler yapt\u0131\u011f\u0131n\u0131 \u00f6l\u00e7mek i\u00e7in test verileri kullan\u0131l\u0131r.<\/p>\n<p><strong>5. Tahmin (Prediction):<\/strong> E\u011fitim ve test a\u015famalar\u0131ndan sonra, makine \u00f6\u011frenmesi modeli yeni veriler \u00fczerinde tahminlerde bulunabilir. Bu tahminler, modelin \u00f6\u011frendi\u011fi bilgileri temel al\u0131r.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Makine_Ogrenmesinin_Turleri\"><\/span>Makine \u00d6\u011frenmesinin T\u00fcrleri<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>1. Denetimli \u00d6\u011frenme (Supervised Learning):<\/strong> Bu t\u00fcrde, model etiketlenmi\u015f verilerle e\u011fitilir. Model, bu veriler \u00fczerinden do\u011fru sonu\u00e7lar\u0131 \u00f6\u011frenir ve yeni veriler i\u00e7in tahminler yapar. \u00d6rnek algoritmalar aras\u0131nda lineer regresyon ve destek vekt\u00f6r makineleri (SVM) bulunur.<\/p>\n<p><strong>2. Denetimsiz \u00d6\u011frenme (Unsupervised Learning):<\/strong> Denetimsiz \u00f6\u011frenme, etiketlenmemi\u015f verilerle \u00e7al\u0131\u015f\u0131r. Model, veri i\u00e7indeki gizli yap\u0131lar\u0131 ve kal\u0131plar\u0131 ke\u015ffeder. K\u00fcmeleme ve boyut indirgeme gibi teknikler bu kategoride yer al\u0131r.<\/p>\n<p><strong>3. Yar\u0131 Denetimli \u00d6\u011frenme (Semi-Supervised Learning):<\/strong> Bu y\u00f6ntem, hem etiketlenmi\u015f hem de etiketlenmemi\u015f veriler kullanarak modelin performans\u0131n\u0131 art\u0131r\u0131r. \u00d6zellikle etiketlenmi\u015f veri miktar\u0131n\u0131n az oldu\u011fu durumlarda etkilidir.<\/p>\n<p><strong>4. Peki\u015ftirmeli \u00d6\u011frenme (Reinforcement Learning):<\/strong> Peki\u015ftirmeli \u00f6\u011frenme, bir ajan\u0131n \u00e7evresinden \u00f6d\u00fcller veya cezalar alarak \u00f6\u011frenmesini sa\u011flar. Bu t\u00fcr \u00f6\u011frenme, \u00f6zellikle oyun oynama ve robotik kontrol gibi uygulamalarda kullan\u0131l\u0131r.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Makine_Ogrenmesinin_Uygulama_Alanlari\"><\/span>Makine \u00d6\u011frenmesinin Uygulama Alanlar\u0131<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>1. Sa\u011fl\u0131k:<\/strong> Makine \u00f6\u011frenmesi, hastal\u0131klar\u0131n erken te\u015fhisinden, ki\u015fiselle\u015ftirilmi\u015f tedavi planlar\u0131na kadar sa\u011fl\u0131k sekt\u00f6r\u00fcnde geni\u015f bir uygulama alan\u0131 sunar.<\/p>\n<p><strong>2. Finans:<\/strong> Finans sekt\u00f6r\u00fcnde, makine \u00f6\u011frenmesi risk analizi, doland\u0131r\u0131c\u0131l\u0131k tespiti ve algoritmik ticaret gibi alanlarda kullan\u0131l\u0131r.<\/p>\n<p><strong>3. E-Ticaret:<\/strong> Ki\u015fiselle\u015ftirilmi\u015f \u00f6neri sistemleri, m\u00fc\u015fteri davran\u0131\u015flar\u0131n\u0131 analiz etme ve stok y\u00f6netimi gibi e-ticaret uygulamalar\u0131 makine \u00f6\u011frenmesi ile geli\u015ftirilebilir.<\/p>\n<p><strong>4. Otonom Ara\u00e7lar:<\/strong> Makine \u00f6\u011frenmesi, otonom ara\u00e7lar\u0131n \u00e7evresini anlamas\u0131n\u0131 ve kararlar almas\u0131n\u0131 sa\u011flayarak, s\u00fcr\u00fcc\u00fcs\u00fcz ara\u00e7 teknolojisinin temelini olu\u015fturur.<\/p>\n<p>Makine \u00f6\u011frenmesi, verilerden \u00f6\u011frenme ve tahmin yapma yetene\u011fi ile teknoloji d\u00fcnyas\u0131nda devrim yarat\u0131yor. Yapay zeka uygulamalar\u0131nda \u00f6nemli bir rol oynayan bu teknoloji, \u00e7e\u015fitli end\u00fcstrilerde etkili \u00e7\u00f6z\u00fcmler sunarak gelecekte daha da geni\u015f bir kullan\u0131m alan\u0131 bulacakt\u0131r. 2024&#8217;te, makine \u00f6\u011frenmesinin sundu\u011fu f\u0131rsatlar\u0131 de\u011ferlendirmek ve bu teknolojiyi i\u015f s\u00fcre\u00e7lerinize entegre etmek, rekabet avantaj\u0131 sa\u011flayabilir.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Makine \u00d6\u011frenmesi (Machine Learning) Nedir? Makine \u00f6\u011frenmesi (Machine Learning), yapay zekan\u0131n (AI) bir dal\u0131 olup, bilgisayarlar\u0131n verilerden \u00f6\u011frenmesini ve zamanla daha iyi sonu\u00e7lar \u00fcretmesini sa\u011flayan bir teknoloji alan\u0131d\u0131r. Bu teknoloji, algoritmalar ve istatistiksel y\u00f6ntemler kullanarak sistemlerin deneyimlerden \u00f6\u011frenmesini ve gelecekteki veriler \u00fczerinde tahminler yapmas\u0131n\u0131 m\u00fcmk\u00fcn k\u0131lar. Makine \u00d6\u011frenmesinin Temel Bile\u015fenleri 1. Veriler: Makine \u00f6\u011frenmesinin temelini [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2141,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[9412,9413,9406,9405,9408,9411,9418,9422,9417,9407,9419,9416,9421,9423,9410,9409,9420,9415,3249,9414],"class_list":["post-3450","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-genel","tag-denetimli-ogrenme","tag-denetimsiz-ogrenme","tag-machine-learning","tag-makine-ogrenmesi","tag-makine-ogrenmesi-2024","tag-makine-ogrenmesi-algoritmalari","tag-makine-ogrenmesi-e-ticaret","tag-makine-ogrenmesi-egitim","tag-makine-ogrenmesi-finans","tag-makine-ogrenmesi-nedir","tag-makine-ogrenmesi-otonom-araclar","tag-makine-ogrenmesi-saglik","tag-makine-ogrenmesi-tahmin","tag-makine-ogrenmesi-test-etme","tag-makine-ogrenmesi-turleri","tag-makine-ogrenmesi-uygulamalari","tag-makine-ogrenmesi-veri-analizi","tag-pekistirmeli-ogrenme","tag-yapay-zeka","tag-yari-denetimli-ogrenme"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Makine \u00d6\u011frenmesi (Machine Learning) Nedir? - Vipservis Blog<\/title>\n<meta name=\"description\" content=\"&quot;Makine \u00f6\u011frenmesi nedir? 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