{"id":2794,"date":"2024-11-03T05:15:11","date_gmt":"2024-11-03T02:15:11","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/makine-ogrenmesi-yapay-zekanin-temeli\/"},"modified":"2024-11-03T05:15:11","modified_gmt":"2024-11-03T02:15:11","slug":"makine-ogrenmesi-yapay-zekanin-temeli","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/makine-ogrenmesi-yapay-zekanin-temeli\/","title":{"rendered":"Makine \u00d6\u011frenmesi: Yapay Zeka&#8217;n\u0131n Temeli"},"content":{"rendered":"<p>Makine \u00d6\u011frenmesi: Yapay Zeka&#8217;n\u0131n Temeli<\/p>\n<p>G\u00fcn\u00fcm\u00fczde teknolojinin h\u0131zla geli\u015fmesiyle birlikte hayat\u0131m\u0131z\u0131n her alan\u0131nda yapay zeka (YZ) uygulamalar\u0131yla kar\u015f\u0131la\u015f\u0131yoruz. Arama motorlar\u0131ndan ak\u0131ll\u0131 telefonlara, sosyal medyadan otonom ara\u00e7lara kadar bir\u00e7ok alanda YZ&#8217;nin etkisi hissediliyor. Yapay zekan\u0131n temelini olu\u015fturan ve b\u00fcy\u00fck bir \u00f6neme sahip olan kavramlardan biri de **makine \u00f6\u011frenmesidir (ML)**.<\/p>\n<h2>Makine \u00d6\u011frenmesi Nedir?<\/h2>\n<p>Makine \u00f6\u011frenmesi, bilgisayarlar\u0131n a\u00e7\u0131k\u00e7a programlanmadan veri analiz ederek \u00f6\u011frenmesini sa\u011flayan bir yapay zeka dal\u0131d\u0131r. Basit\u00e7e ifade etmek gerekirse, makine \u00f6\u011frenmesi algoritmalar\u0131 verileri analiz eder, kal\u0131plar\u0131 bulur ve gelecekteki sonu\u00e7lar\u0131 tahmin etmek i\u00e7in bu kal\u0131plar\u0131 kullan\u0131r. Bu algoritmalar b\u00fcy\u00fck miktarda veriyle e\u011fitilerek belirli bir g\u00f6revi ger\u00e7ekle\u015ftirmek i\u00e7in optimize edilir.<\/p>\n<p>Makine \u00f6\u011frenmesi, bilgisayarlar\u0131n insan m\u00fcdahalesi olmadan veri tabanlar\u0131ndan \u00f6\u011frenmesini sa\u011flar. \u00d6rne\u011fin, bir e-ticaret sitesinde \u00fcr\u00fcn \u00f6nerileri sunmak i\u00e7in kullan\u0131lan algoritmalar, kullan\u0131c\u0131lar\u0131n ge\u00e7mi\u015f al\u0131\u015fveri\u015f ge\u00e7mi\u015fleri, arama sorgular\u0131 ve \u00fcr\u00fcn incelemeleri gibi verileri analiz eder. Bu verilerden elde edilen kal\u0131plar, kullan\u0131c\u0131n\u0131n ilgisini \u00e7ekebilecek di\u011fer \u00fcr\u00fcnleri tahmin etmek i\u00e7in kullan\u0131l\u0131r.<\/p>\n<h2>Makine \u00d6\u011frenmesi T\u00fcrleri<\/h2>\n<p>Makine \u00f6\u011frenmesi algoritmalar\u0131 \u00fc\u00e7 temel kategoriye ayr\u0131labilir:<\/p>\n<ol>\n<li><strong>G\u00f6zetimli \u00d6\u011frenme (Supervised Learning):<\/strong> Bu y\u00f6ntemde, algoritmaya hem giri\u015f verileri hem de istenen \u00e7\u0131kt\u0131 verileri (etiketler) verilir. Algoritman\u0131n amac\u0131, giri\u015f verileriyle \u00e7\u0131kt\u0131 verileri aras\u0131ndaki ili\u015fkiyi \u00f6\u011frenmek ve yeni giri\u015f verileri i\u00e7in do\u011fru \u00e7\u0131kt\u0131lar\u0131 tahmin etmektir. \u00d6rnek olarak, bir e-postan\u0131n spam olup olmad\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in e\u011fitilmi\u015f bir algoritma verilebilir. Algoritma, spam olarak etiketlenmi\u015f e-postalar\u0131n i\u00e7eri\u011fini analiz ederek, gelecekteki e-postalar\u0131n spam olup olmad\u0131\u011f\u0131n\u0131 tahmin edebilir.<\/li>\n<li><strong>G\u00f6zetimsiz \u00d6\u011frenme (Unsupervised Learning):<\/strong> Bu y\u00f6ntemde, algoritmaya yaln\u0131zca giri\u015f verileri verilir. Algoritman\u0131n amac\u0131, verilerdeki gizli kal\u0131plar\u0131 ve yap\u0131lar\u0131 ke\u015ffetmektir. \u00d6rnek olarak, m\u00fc\u015fteri segmentasyonu i\u00e7in kullan\u0131lan bir algoritma verilebilir. Algoritma, m\u00fc\u015fteri al\u0131\u015fveri\u015f al\u0131\u015fkanl\u0131klar\u0131n\u0131, demografik bilgilerini ve di\u011fer verileri analiz ederek, m\u00fc\u015fterileri farkl\u0131 gruplara ay\u0131rabilir.<\/li>\n<li><strong>G\u00fc\u00e7lendirilmi\u015f \u00d6\u011frenme (Reinforcement Learning):<\/strong> Bu y\u00f6ntemde, algoritma bir ortamla etkile\u015fim kurarak \u00f6\u011frenir. Algoritma, ortamda yapt\u0131\u011f\u0131 eylemlerden geri bildirim al\u0131r ve eylemlerini optimize ederek daha y\u00fcksek \u00f6d\u00fcller kazanmay\u0131 hedefler. \u00d6rnek olarak, bir satran\u00e7 oynayan bir algoritma verilebilir. Algoritma, oyun s\u0131ras\u0131nda yapt\u0131\u011f\u0131 hamlelerin sonu\u00e7lar\u0131na g\u00f6re \u00f6\u011frenir ve gelecekte daha iyi hamleler yapmay\u0131 hedefler.<\/li>\n<\/ol>\n<h2>Makine \u00d6\u011frenmesinin Uygulamalar\u0131<\/h2>\n<p>Makine \u00f6\u011frenmesi, g\u00fcn\u00fcm\u00fczde bir\u00e7ok alanda kullan\u0131lmaktad\u0131r. Baz\u0131 \u00f6nemli uygulamalar \u015funlard\u0131r:<\/p>\n<ul>\n<li><strong>G\u00f6r\u00fcnt\u00fc Tan\u0131ma:<\/strong> Nesne tan\u0131ma, y\u00fcz tan\u0131ma ve t\u0131bbi g\u00f6r\u00fcnt\u00fcleme gibi alanlarda kullan\u0131l\u0131r.<\/li>\n<li><strong>Do\u011fal Dil \u0130\u015fleme:<\/strong> Dil \u00e7eviri, metin \u00f6zetleme, duygu analizi ve konu\u015fma tan\u0131ma gibi alanlarda kullan\u0131l\u0131r.<\/li>\n<li><strong>\u00d6neri Sistemleri:<\/strong> E-ticaret sitelerinde \u00fcr\u00fcn \u00f6nerileri, m\u00fczik ve film \u00f6nerileri gibi alanlarda kullan\u0131l\u0131r.<\/li>\n<li><strong>Sahtekarl\u0131k Tespiti:<\/strong> Finansal i\u015flemlerde sahtekarl\u0131klar\u0131 tespit etmek i\u00e7in kullan\u0131l\u0131r.<\/li>\n<li><strong>Otonom Ara\u00e7lar:<\/strong> Ara\u00e7lar\u0131n \u00e7evrelerini alg\u0131lamas\u0131, navigasyon yapmas\u0131 ve s\u00fcr\u00fc\u015f kararlar\u0131 vermesi i\u00e7in kullan\u0131l\u0131r.<\/li>\n<li><strong>T\u0131bbi Te\u015fhis:<\/strong> Hastal\u0131klar\u0131n erken te\u015fhisini koymak ve tedavileri planlamak i\u00e7in kullan\u0131l\u0131r.<\/li>\n<\/ul>\n<h2>Makine \u00d6\u011frenmesiyle \u0130lgili Kaynaklar<\/h2>\n<p>Makine \u00f6\u011frenmesi hakk\u0131nda daha fazla bilgi edinmek i\u00e7in a\u015fa\u011f\u0131daki kaynaklara g\u00f6z atabilirsiniz:<\/p>\n<ul>\n<li><a href=\"https:\/\/www.coursera.org\/learn\/machine-learning\" target=\"_blank\" rel=\"noopener\">Coursera Machine Learning<\/a><\/li>\n<li><a href=\"https:\/\/www.udacity.com\/course\/machine-learning-engineer-nanodegree--nd009\" target=\"_blank\" rel=\"noopener\">Udacity Machine Learning Engineer Nanodegree<\/a><\/li>\n<li><a href=\"https:\/\/developers.google.com\/machine-learning\/crash-course\/\" target=\"_blank\" rel=\"noopener\">Google Machine Learning Crash Course<\/a><\/li>\n<li><a href=\"https:\/\/www.amazon.com\/Hands-Machine-Learning-Scikit-Learn-TensorFlow\/dp\/1492032937\" target=\"_blank\" rel=\"noopener\">Hands-On Machine Learning with Scikit-Learn, Keras &#038; TensorFlow<\/a><\/li>\n<\/ul>\n<h2>Sonu\u00e7<\/h2>\n<p>Makine \u00f6\u011frenmesi, yapay zekan\u0131n \u00f6nemli bir par\u00e7as\u0131d\u0131r ve h\u0131zla geli\u015fen bir aland\u0131r. Makine \u00f6\u011frenmesi algoritmalar\u0131, b\u00fcy\u00fck miktarda veriyi analiz ederek, insan m\u00fcdahalesi olmadan \u00f6\u011frenir ve bir\u00e7ok alanda de\u011ferli \u00e7\u00f6z\u00fcmler sunar. Gelecekte, makine \u00f6\u011frenmesinin daha da yayg\u0131nla\u015fmas\u0131 ve hayat\u0131m\u0131z\u0131 daha da etkilemesi bekleniyor. Makine \u00f6\u011frenmesi hakk\u0131nda daha fazla bilgi edinmek, bu alanda \u00e7al\u0131\u015fan ki\u015filere veya bu alanda \u00e7al\u0131\u015fma isteyen ki\u015filere bir\u00e7ok f\u0131rsat sa\u011flayabilir.<\/p>\n<p>Makine \u00f6\u011frenmesi hakk\u0131nda daha detayl\u0131 bilgi edinmek ve projeler geli\u015ftirmek i\u00e7in kendi web sitemi <a href=\"https:\/\/fatihsoysal.com\" target=\"_blank\" rel=\"noopener\">https:\/\/fatihsoysal.com<\/a> ziyaret edebilirsiniz.<\/p>\n<h2>#Etiketler<\/h2>\n<p>#Makine\u00d6\u011frenmesi #YapayZeka #YZ #ML #G\u00f6zetimli\u00d6\u011frenme #G\u00f6zetimsiz\u00d6\u011frenme #G\u00fc\u00e7lendirilmi\u015f\u00d6\u011frenme #Algoritma #VeriAnalizi #Uygulama #G\u00f6r\u00fcnt\u00fcTan\u0131ma #Do\u011falDil\u0130\u015fleme #\u00d6neriSistemleri #Sahtekarl\u0131kTespiti #OtonomAra\u00e7lar #T\u0131bbiTe\u015fhis #Kaynak #Coursera #Udacity #Google #Kitap #FatihSoysal<\/p>\n","protected":false},"excerpt":{"rendered":"Makine \u00d6\u011frenmesi: Yapay Zeka&#8217;n\u0131n Temeli G\u00fcn\u00fcm\u00fczde teknolojinin h\u0131zla geli\u015fmesiyle birlikte hayat\u0131m\u0131z\u0131n her alan\u0131nda yapay zeka (YZ) uygulamalar\u0131yla kar\u015f\u0131la\u015f\u0131yoruz.&hellip;","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_page_header_type":"","csco_page_load_nextpost":"","csco_page_subscribe_form":"","csco_page_contact_form":"","footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-2794","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.5 (Yoast SEO v25.3.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Makine \u00d6\u011frenmesi: Yapay Zeka&#039;n\u0131n Temeli<\/title>\n<meta name=\"description\" content=\"G\u00fcn\u00fcm\u00fczde teknolojinin h\u0131zla geli\u015fmesiyle birlikte hayat\u0131m\u0131z\u0131n her alan\u0131nda yapay zeka (YZ) uygulamalar\u0131yla kar\u015f\u0131la\u015f\u0131yoruz. Arama motorlar\u0131ndan ak\u0131ll\u0131 telefonlara, sosyal medyadan otonom ara\u00e7lara kadar bir\u00e7ok alanda YZ&#039;nin etkisi hissediliyor. Yapay zekan\u0131n temelini olu\u015fturan ve b\u00fcy\u00fck bir \u00f6neme sahip olan kavramlardan biri de **makine \u00f6\u011frenmesidir (ML)**.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fatihsoysal.com\/blog\/makine-ogrenmesi-yapay-zekanin-temeli\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Makine \u00d6\u011frenmesi: Yapay Zeka&#039;n\u0131n Temeli\" \/>\n<meta property=\"og:description\" content=\"G\u00fcn\u00fcm\u00fczde teknolojinin h\u0131zla geli\u015fmesiyle birlikte hayat\u0131m\u0131z\u0131n her alan\u0131nda yapay zeka (YZ) uygulamalar\u0131yla kar\u015f\u0131la\u015f\u0131yoruz. 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Yapay zekan\u0131n temelini olu\u015fturan ve b\u00fcy\u00fck bir \u00f6neme sahip olan kavramlardan biri de **makine \u00f6\u011frenmesidir (ML)**.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/makine-ogrenmesi-yapay-zekanin-temeli\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2024-11-03T02:15:11+00:00\" \/>\n<meta name=\"author\" content=\"Fatih Soysal\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Fatih Soysal\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/makine-ogrenmesi-yapay-zekanin-temeli\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/makine-ogrenmesi-yapay-zekanin-temeli\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Makine \u00d6\u011frenmesi: Yapay Zeka&#8217;n\u0131n Temeli\",\"datePublished\":\"2024-11-03T02:15:11+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/makine-ogrenmesi-yapay-zekanin-temeli\/\"},\"wordCount\":758,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/makine-ogrenmesi-yapay-zekanin-temeli\/#respond\"]}],\"copyrightYear\":\"2024\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/makine-ogrenmesi-yapay-zekanin-temeli\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/makine-ogrenmesi-yapay-zekanin-temeli\/\",\"name\":\"Makine \u00d6\u011frenmesi: Yapay Zeka'n\u0131n Temeli\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2024-11-03T02:15:11+00:00\",\"description\":\"G\u00fcn\u00fcm\u00fczde teknolojinin h\u0131zla geli\u015fmesiyle birlikte hayat\u0131m\u0131z\u0131n her alan\u0131nda yapay zeka (YZ) uygulamalar\u0131yla kar\u015f\u0131la\u015f\u0131yoruz. 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