{"id":2775,"date":"2024-11-03T00:30:12","date_gmt":"2024-11-02T21:30:12","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/derin-ogrenme-modellerinin-egitimi-icin-ornek-veri-seti-egitim-modelleri-ayarlar-ve-json-dosyalari\/"},"modified":"2024-11-03T00:30:12","modified_gmt":"2024-11-02T21:30:12","slug":"derin-ogrenme-modellerinin-egitimi-icin-ornek-veri-seti-egitim-modelleri-ayarlar-ve-json-dosyalari","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/derin-ogrenme-modellerinin-egitimi-icin-ornek-veri-seti-egitim-modelleri-ayarlar-ve-json-dosyalari\/","title":{"rendered":"Derin \u00d6\u011frenme Modellerinin E\u011fitimi \u0130\u00e7in \u00d6rnek Veri Seti, E\u011fitim Modelleri, Ayarlar ve JSON Dosyalar\u0131"},"content":{"rendered":"<p>Derin \u00d6\u011frenme Modellerinin E\u011fitimi \u0130\u00e7in \u00d6rnek Veri Seti, E\u011fitim Modelleri, Ayarlar ve JSON Dosyalar\u0131<\/p>\n<p>Derin \u00f6\u011frenme, bilgisayar bilimi alan\u0131nda b\u00fcy\u00fck ilerlemeler kaydetti ve art\u0131k do\u011fal dil i\u015fleme, g\u00f6r\u00fcnt\u00fc tan\u0131ma ve \u00f6ng\u00f6r\u00fcc\u00fc modelleme gibi \u00e7e\u015fitli g\u00f6revlerde kullan\u0131l\u0131yor. Ancak derin \u00f6\u011frenme modellerinin e\u011fitilmesi, b\u00fcy\u00fck miktarda veri ve hesaplama g\u00fcc\u00fc gerektiriyor. Bu makalede, derin \u00f6\u011frenme modelleri e\u011fitirken kullan\u0131labilecek \u00f6rnek veri setlerini, e\u011fitilmi\u015f modelleri, ayarlar\u0131 ve JSON dosyalar\u0131n\u0131 ele alaca\u011f\u0131z.<\/p>\n<h2>\u00d6rnek E\u011fitim Veri Seti<\/h2>\n<p>Derin \u00f6\u011frenme modelleri i\u00e7in kullan\u0131labilecek bir\u00e7ok \u00f6rnek e\u011fitim veri seti mevcut. Bu veri setleri, \u00e7e\u015fitli kaynaklardan, \u00f6rne\u011fin g\u00f6r\u00fcnt\u00fc tan\u0131ma, do\u011fal dil i\u015fleme ve zaman serisi analizi gibi alanlarda bulunabilir.  \u00d6rnek olarak, ImageNet veri seti 14 milyon g\u00f6r\u00fcnt\u00fc i\u00e7erir ve 20 bin farkl\u0131 s\u0131n\u0131fa ayr\u0131lm\u0131\u015ft\u0131r. Bu veri seti, g\u00f6r\u00fcnt\u00fc tan\u0131ma modelleri i\u00e7in yayg\u0131n olarak kullan\u0131lmaktad\u0131r. <\/p>\n<p>E\u011fitim veri setini se\u00e7erken, \u015funlar\u0131 g\u00f6z \u00f6n\u00fcnde bulundurmak \u00f6nemlidir:<\/p>\n<ul>\n<li>Veri setinin boyutu<\/li>\n<li>Veri setinin \u00e7e\u015fitlili\u011fi<\/li>\n<li>Veri setinin kalitesi<\/li>\n<\/ul>\n<p>B\u00fcy\u00fck ve \u00e7e\u015fitli bir veri seti, daha do\u011fru ve genel ge\u00e7er bir model olu\u015fturmaya yard\u0131mc\u0131 olur. Veri setinin kalitesi, verinin do\u011frulu\u011fu ve tutarl\u0131l\u0131\u011f\u0131 ile ilgilidir. Kaliteli veriler, daha do\u011fru bir model olu\u015fturmaya yard\u0131mc\u0131 olur.<\/p>\n<h2>E\u011fitilmi\u015f Modeller<\/h2>\n<p>Derin \u00f6\u011frenme modelleri olu\u015fturmak i\u00e7in zaman ve hesaplama g\u00fcc\u00fc gerektirir. Neyse ki, bu modelleri \u00f6nceden e\u011fitmi\u015f ve toplulu\u011fa a\u00e7\u0131k hale getiren bir\u00e7ok ara\u015ft\u0131rmac\u0131 ve \u015firket var. Bu \u00f6nceden e\u011fitilmi\u015f modeller, yeni bir g\u00f6reve uyarlanabilir veya ince ayar yap\u0131labilir. <\/p>\n<p>\u00d6rne\u011fin, Google taraf\u0131ndan e\u011fitilmi\u015f BERT (Bidirectional Encoder Representations from Transformers) modeli, do\u011fal dil i\u015fleme g\u00f6revleri i\u00e7in yayg\u0131n olarak kullan\u0131l\u0131r. \u00d6ncelikle b\u00fcy\u00fck bir metin veri seti \u00fczerinde e\u011fitilen BERT, yeni dil modelleri olu\u015fturmak i\u00e7in ba\u015flang\u0131\u00e7 noktas\u0131 olarak kullan\u0131labilir.<\/p>\n<h2>Ayarlar ve JSON Dosyalar\u0131<\/h2>\n<p>Derin \u00f6\u011frenme modelleri, bir dizi hiperparametre ile ayarlanabilir. Bu hiperparametreler, modelin davran\u0131\u015f\u0131n\u0131 ve performans\u0131n\u0131 etkiler. \u00d6rnek hiperparametreler aras\u0131nda \u00f6\u011frenme oran\u0131, toplu boyut ve katman say\u0131s\u0131 bulunur.<\/p>\n<p>Hiperparametreler, genellikle bir JSON dosyas\u0131nda ayarlan\u0131r. Bu dosya, modeli e\u011fitmek i\u00e7in kullan\u0131lan t\u00fcm parametreleri i\u00e7erir. JSON dosyas\u0131,  \u00e7al\u0131\u015fmalar\u0131 tekrarlamak ve farkl\u0131 modellerin performans\u0131n\u0131 kar\u015f\u0131la\u015ft\u0131rmak i\u00e7in faydal\u0131d\u0131r. <\/p>\n<h2>Tam E\u011fitim Yap\u0131land\u0131rmalar\u0131<\/h2>\n<p>Derin \u00f6\u011frenme modellerinin e\u011fitilmesi, bir dizi ad\u0131m i\u00e7eren karma\u015f\u0131k bir s\u00fcre\u00e7tir. Bunlar aras\u0131nda veri \u00f6n i\u015fleme, model olu\u015fturma, e\u011fitim ve de\u011ferlendirme yer al\u0131r.<\/p>\n<p>E\u011fitim yap\u0131land\u0131rmas\u0131, t\u00fcm bu ad\u0131mlar\u0131n ve ilgili parametrelerin bir tan\u0131m\u0131n\u0131 i\u00e7erir.  Bu,  bir modeli e\u011fitmek i\u00e7in kullan\u0131lan t\u00fcm ad\u0131mlar\u0131 ve parametreleri belgelemek ve ayn\u0131 i\u015flemi tekrarlamak i\u00e7in kullan\u0131labilen bir yol sa\u011flar. Bu da ara\u015ft\u0131rma \u00e7al\u0131\u015fmalar\u0131 i\u00e7in \u00f6nemli bir ayr\u0131nt\u0131d\u0131r. <\/p>\n<h2>Sonu\u00e7<\/h2>\n<p>Bu makalede, derin \u00f6\u011frenme modelleri e\u011fitirken kullan\u0131labilecek \u00f6rnek veri setleri, e\u011fitilmi\u015f modeller, ayarlar ve JSON dosyalar\u0131 ele al\u0131nd\u0131. Bu kaynaklar, derin \u00f6\u011frenme modellerinin olu\u015fturulmas\u0131n\u0131 ve kullan\u0131lmas\u0131n\u0131 kolayla\u015ft\u0131r\u0131r. <\/p>\n<p>Derin \u00f6\u011frenme, bilgisayar bilimi alan\u0131nda h\u0131zla geli\u015fen bir aland\u0131r.  Daha fazla veri ve hesaplama g\u00fcc\u00fcyle, derin \u00f6\u011frenme modelleri daha do\u011fru ve daha karma\u015f\u0131k hale gelmektedir. Derin \u00f6\u011frenme, \u00f6n\u00fcm\u00fczdeki y\u0131llarda bir\u00e7ok farkl\u0131 alanda b\u00fcy\u00fck bir etki yaratmaya devam edecektir.<\/p>\n<p>Daha fazla bilgi i\u00e7in, l\u00fctfen <a href=\"https:\/\/fatihsoysal.com\">web sitemi<\/a> ziyaret edin.<\/p>\n<h2>#Etiketler<\/h2>\n<p>#Derin\u00d6\u011frenme #VeriSeti #E\u011fitimModeli #Ayarlar #JSON #Yap\u0131land\u0131rma #Makine\u00d6\u011frenmesi #YapayZeka #BilgisayarBilimi #VeriBilimi #VeriAnalizi #FatihSoysal<\/p>\n","protected":false},"excerpt":{"rendered":"Derin \u00d6\u011frenme Modellerinin E\u011fitimi \u0130\u00e7in \u00d6rnek Veri Seti, E\u011fitim Modelleri, Ayarlar ve JSON Dosyalar\u0131 Derin \u00f6\u011frenme, bilgisayar bilimi&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-2775","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>Derin \u00d6\u011frenme Modellerinin E\u011fitimi \u0130\u00e7in \u00d6rnek Veri Seti, E\u011fitim Modelleri, Ayarlar ve JSON Dosyalar\u0131<\/title>\n<meta name=\"description\" content=\"Derin \u00f6\u011frenme, bilgisayar bilimi alan\u0131nda b\u00fcy\u00fck ilerlemeler kaydetti ve art\u0131k do\u011fal dil i\u015fleme, g\u00f6r\u00fcnt\u00fc tan\u0131ma ve \u00f6ng\u00f6r\u00fcc\u00fc modelleme gibi \u00e7e\u015fitli g\u00f6revlerde kullan\u0131l\u0131yor. Ancak derin \u00f6\u011frenme modellerinin e\u011fitilmesi, b\u00fcy\u00fck miktarda veri ve hesaplama g\u00fcc\u00fc gerektiriyor. Bu makalede, derin \u00f6\u011frenme modelleri e\u011fitirken kullan\u0131labilecek \u00f6rnek veri setlerini, e\u011fitilmi\u015f modelleri, ayarlar\u0131 ve JSON dosyalar\u0131n\u0131 ele alaca\u011f\u0131z.\" \/>\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\/derin-ogrenme-modellerinin-egitimi-icin-ornek-veri-seti-egitim-modelleri-ayarlar-ve-json-dosyalari\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Derin \u00d6\u011frenme Modellerinin E\u011fitimi \u0130\u00e7in \u00d6rnek Veri Seti, E\u011fitim Modelleri, Ayarlar ve JSON Dosyalar\u0131\" \/>\n<meta property=\"og:description\" content=\"Derin \u00f6\u011frenme, bilgisayar bilimi alan\u0131nda b\u00fcy\u00fck ilerlemeler kaydetti ve art\u0131k do\u011fal dil i\u015fleme, g\u00f6r\u00fcnt\u00fc tan\u0131ma ve \u00f6ng\u00f6r\u00fcc\u00fc modelleme gibi \u00e7e\u015fitli g\u00f6revlerde kullan\u0131l\u0131yor. Ancak derin \u00f6\u011frenme modellerinin e\u011fitilmesi, b\u00fcy\u00fck miktarda veri ve hesaplama g\u00fcc\u00fc gerektiriyor. Bu makalede, derin \u00f6\u011frenme modelleri e\u011fitirken kullan\u0131labilecek \u00f6rnek veri setlerini, e\u011fitilmi\u015f modelleri, ayarlar\u0131 ve JSON dosyalar\u0131n\u0131 ele alaca\u011f\u0131z.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/derin-ogrenme-modellerinin-egitimi-icin-ornek-veri-seti-egitim-modelleri-ayarlar-ve-json-dosyalari\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2024-11-02T21:30:12+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=\"3 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/derin-ogrenme-modellerinin-egitimi-icin-ornek-veri-seti-egitim-modelleri-ayarlar-ve-json-dosyalari\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/derin-ogrenme-modellerinin-egitimi-icin-ornek-veri-seti-egitim-modelleri-ayarlar-ve-json-dosyalari\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Derin \u00d6\u011frenme Modellerinin E\u011fitimi \u0130\u00e7in \u00d6rnek Veri Seti, E\u011fitim Modelleri, Ayarlar ve JSON Dosyalar\u0131\",\"datePublished\":\"2024-11-02T21:30:12+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/derin-ogrenme-modellerinin-egitimi-icin-ornek-veri-seti-egitim-modelleri-ayarlar-ve-json-dosyalari\/\"},\"wordCount\":669,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/derin-ogrenme-modellerinin-egitimi-icin-ornek-veri-seti-egitim-modelleri-ayarlar-ve-json-dosyalari\/#respond\"]}],\"copyrightYear\":\"2024\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/derin-ogrenme-modellerinin-egitimi-icin-ornek-veri-seti-egitim-modelleri-ayarlar-ve-json-dosyalari\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/derin-ogrenme-modellerinin-egitimi-icin-ornek-veri-seti-egitim-modelleri-ayarlar-ve-json-dosyalari\/\",\"name\":\"Derin \u00d6\u011frenme Modellerinin E\u011fitimi \u0130\u00e7in \u00d6rnek Veri Seti, E\u011fitim Modelleri, Ayarlar ve JSON Dosyalar\u0131\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2024-11-02T21:30:12+00:00\",\"description\":\"Derin \u00f6\u011frenme, bilgisayar bilimi alan\u0131nda b\u00fcy\u00fck ilerlemeler kaydetti ve art\u0131k do\u011fal dil i\u015fleme, g\u00f6r\u00fcnt\u00fc tan\u0131ma ve \u00f6ng\u00f6r\u00fcc\u00fc modelleme gibi \u00e7e\u015fitli g\u00f6revlerde kullan\u0131l\u0131yor. 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