{"id":12836,"date":"2025-02-18T15:30:10","date_gmt":"2025-02-18T12:30:10","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-egitiminde-devrim-veri-ihtiyaci-yariya-inerken-performans-%20-artti\/"},"modified":"2025-02-18T15:30:10","modified_gmt":"2025-02-18T12:30:10","slug":"yapay-zeka-egitiminde-devrim-veri-ihtiyaci-yariya-inerken-performans-%20-artti","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-egitiminde-devrim-veri-ihtiyaci-yariya-inerken-performans-%20-artti\/","title":{"rendered":"Yapay Zeka E\u011fitiminde Devrim: Veri \u0130htiyac\u0131 Yar\u0131ya \u0130nerken Performans %20 Artt\u0131"},"content":{"rendered":"<p><body><\/p>\n<p>Yapay Zeka E\u011fitiminde Devrim: Veri \u0130htiyac\u0131 Yar\u0131ya \u0130nerken Performans %20 Artt\u0131<\/p>\n<p>Yapay zeka alan\u0131ndaki en b\u00fcy\u00fck zorluklardan biri, etkili bir e\u011fitim i\u00e7in gereken b\u00fcy\u00fck veri miktar\u0131d\u0131r.  Ancak, son zamanlarda geli\u015ftirilen yeni bir e\u011fitim y\u00f6ntemi, bu sorunu \u00f6nemli \u00f6l\u00e7\u00fcde azaltmay\u0131 ba\u015fard\u0131.  Ara\u015ft\u0131rmac\u0131lar, veri ihtiyac\u0131n\u0131 yar\u0131ya indirirken, ayn\u0131 zamanda model performans\u0131n\u0131 %20 oran\u0131nda art\u0131ran bir teknik ortaya koydular.  Bu geli\u015fme, yapay zeka uygulamalar\u0131n\u0131n daha geni\u015f bir alanda ve daha az maliyetle kullan\u0131lmas\u0131n\u0131 sa\u011flayabilir.<\/p>\n<p>\u00d6ncelikle, bu y\u00f6ntemin nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 anlamak \u00f6nemlidir.  Klasik yapay zeka e\u011fitim y\u00f6ntemlerinde, modellerin e\u011fitilmesi i\u00e7in devasa veri setlerine ihtiya\u00e7 duyulmaktad\u0131r.  Bu veri setlerinin toplanmas\u0131, temizlenmesi ve i\u015flenmesi ise hem zaman al\u0131c\u0131 hem de maliyetli bir s\u00fcre\u00e7tir.  Yeni y\u00f6ntem ise, veri verimlili\u011fini art\u0131ran yenilik\u00e7i bir yakla\u015f\u0131m sunmaktad\u0131r.  Bu yakla\u015f\u0131m\u0131n detaylar\u0131 hen\u00fcz tam olarak a\u00e7\u0131klanmam\u0131\u015f olsa da, temel prensip, verilerin daha etkili bir \u015fekilde kullan\u0131lmas\u0131n\u0131 sa\u011flayan yeni algoritmalar ve tekniklere dayanmaktad\u0131r.<\/p>\n<p>Bu \u00e7\u0131\u011f\u0131r a\u00e7an geli\u015fmenin etkileri olduk\u00e7a geni\u015f kapsaml\u0131d\u0131r.  \u00d6rne\u011fin, sa\u011fl\u0131k alan\u0131nda, s\u0131n\u0131rl\u0131 veri setleriyle \u00e7al\u0131\u015fan ara\u015ft\u0131rmac\u0131lar i\u00e7in bu y\u00f6ntem b\u00fcy\u00fck bir kolayl\u0131k sa\u011flayacakt\u0131r.  Nadir hastal\u0131klar\u0131n te\u015fhisinde kullan\u0131lan modellerin e\u011fitilmesi i\u00e7in daha az veriye ihtiya\u00e7 duyulacak ve b\u00f6ylece daha h\u0131zl\u0131 ve verimli sonu\u00e7lar elde edilebilecektir.  Benzer \u015fekilde, otonom ara\u00e7lar\u0131n geli\u015ftirilmesi ve di\u011fer yapay zeka uygulamalar\u0131 da bu y\u00f6ntemden olumlu y\u00f6nde etkilenecektir.<\/p>\n<p>Elbette, bu y\u00f6ntemin baz\u0131 s\u0131n\u0131rlamalar\u0131 da olabilir.  Hen\u00fcz yayg\u0131n olarak kullan\u0131labilir de\u011fil ve  uygulamas\u0131n\u0131n baz\u0131 zorluklar \u00e7\u0131karabilece\u011fi d\u00fc\u015f\u00fcn\u00fcl\u00fcyor.   Ancak, potansiyel faydalar\u0131 g\u00f6z \u00f6n\u00fcne al\u0131nd\u0131\u011f\u0131nda, bu yeni e\u011fitim y\u00f6nteminin yapay zeka alan\u0131nda devrim yaratma potansiyeli olduk\u00e7a y\u00fcksektir.  Gelecekte, bu y\u00f6ntemin geli\u015ftirilmesi ve daha geni\u015f kullan\u0131m alanlar\u0131na yay\u0131lmas\u0131yla daha da g\u00fc\u00e7l\u00fc ve verimli yapay zeka modellerinin ortaya \u00e7\u0131kmas\u0131n\u0131 bekleyebiliriz.<\/p>\n<p>Daha fazla bilgi i\u00e7in <a href=\"https:\/\/dev.to\/mikeyoung44\/new-ai-training-method-cuts-data-needs-in-half-while-boosting-performance-by-20-4a76\">buradaki<\/a> \u0130ngilizce makaleye g\u00f6z atabilirsiniz.  Ayr\u0131ca, yapay zeka ve makine \u00f6\u011frenmesi alan\u0131ndaki di\u011fer \u00e7al\u0131\u015fmalar\u0131m i\u00e7in <a href=\"https:\/\/fatihsoysal.com\">ki\u015fisel web sitemi<\/a> ziyaret edebilirsiniz.<\/p>\n<p>Bu yeni y\u00f6ntemin,  yapay zeka alan\u0131nda ya\u015fanan veri a\u00e7l\u0131\u011f\u0131n\u0131 \u00f6nemli \u00f6l\u00e7\u00fcde azaltmas\u0131 ve uygulamalar\u0131n geli\u015fmesine ivme kazand\u0131rmas\u0131 bekleniyor.  Bu geli\u015fme, gelecekte daha g\u00fc\u00e7l\u00fc ve daha yayg\u0131n yapay zeka uygulamalar\u0131 g\u00f6rmemizi sa\u011flayacak gibi g\u00f6r\u00fcn\u00fcyor.  Sonu\u00e7 olarak, bu geli\u015fme yapay zekan\u0131n gelece\u011fi i\u00e7in olduk\u00e7a umut verici bir i\u015farettir.<\/p>\n<h3>Anahtar Kelimeler<\/h3>\n<p>#YapayZeka #Makine\u00d6\u011frenmesi #AI #VeriAzaltma #PerformansArt\u0131\u015f\u0131 #E\u011fitimY\u00f6ntemi #Derin\u00d6\u011frenme #VeriVerimlili\u011fi<\/p>\n<p><\/body><br \/>\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"Yapay Zeka E\u011fitiminde Devrim: Veri \u0130htiyac\u0131 Yar\u0131ya \u0130nerken Performans %20 Artt\u0131 Yapay zeka alan\u0131ndaki en b\u00fcy\u00fck zorluklardan biri,&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-12836","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>Yapay Zeka E\u011fitiminde Devrim: Veri \u0130htiyac\u0131 Yar\u0131ya \u0130nerken Performans Artt\u0131<\/title>\n<meta name=\"description\" content=\"Yapay zeka alan\u0131ndaki en b\u00fcy\u00fck zorluklardan biri, etkili bir e\u011fitim i\u00e7in gereken b\u00fcy\u00fck veri miktar\u0131d\u0131r. Ancak, son zamanlarda geli\u015ftirilen yeni bir e\u011fitim y\u00f6ntemi, bu sorunu \u00f6nemli \u00f6l\u00e7\u00fcde azaltmay\u0131 ba\u015fard\u0131. Ara\u015ft\u0131rmac\u0131lar, veri ihtiyac\u0131n\u0131 yar\u0131ya indirirken, ayn\u0131 zamanda model performans\u0131n\u0131 oran\u0131nda art\u0131ran bir teknik ortaya koydular. Bu geli\u015fme, yapay zeka uygulamalar\u0131n\u0131n daha geni\u015f bir alanda ve daha az maliyetle kullan\u0131lmas\u0131n\u0131 sa\u011flayabilir.\" \/>\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\/yapay-zeka-egitiminde-devrim-veri-ihtiyaci-yariya-inerken-performans-%20-artti\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Yapay Zeka E\u011fitiminde Devrim: Veri \u0130htiyac\u0131 Yar\u0131ya \u0130nerken Performans %20 Artt\u0131\" \/>\n<meta property=\"og:description\" content=\"Yapay zeka alan\u0131ndaki en b\u00fcy\u00fck zorluklardan biri, etkili bir e\u011fitim i\u00e7in gereken b\u00fcy\u00fck veri miktar\u0131d\u0131r. Ancak, son zamanlarda geli\u015ftirilen yeni bir e\u011fitim y\u00f6ntemi, bu sorunu \u00f6nemli \u00f6l\u00e7\u00fcde azaltmay\u0131 ba\u015fard\u0131. Ara\u015ft\u0131rmac\u0131lar, veri ihtiyac\u0131n\u0131 yar\u0131ya indirirken, ayn\u0131 zamanda model performans\u0131n\u0131 oran\u0131nda art\u0131ran bir teknik ortaya koydular. Bu geli\u015fme, yapay zeka uygulamalar\u0131n\u0131n daha geni\u015f bir alanda ve daha az maliyetle kullan\u0131lmas\u0131n\u0131 sa\u011flayabilir.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-egitiminde-devrim-veri-ihtiyaci-yariya-inerken-performans- -artti\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2025-02-18T12:30:10+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=\"2 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-egitiminde-devrim-veri-ihtiyaci-yariya-inerken-performans-%20-artti\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-egitiminde-devrim-veri-ihtiyaci-yariya-inerken-performans-%20-artti\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Yapay Zeka E\u011fitiminde Devrim: Veri \u0130htiyac\u0131 Yar\u0131ya \u0130nerken Performans %20 Artt\u0131\",\"datePublished\":\"2025-02-18T12:30:10+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-egitiminde-devrim-veri-ihtiyaci-yariya-inerken-performans-%20-artti\/\"},\"wordCount\":508,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-egitiminde-devrim-veri-ihtiyaci-yariya-inerken-performans-%20-artti\/#respond\"]}],\"copyrightYear\":\"2025\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-egitiminde-devrim-veri-ihtiyaci-yariya-inerken-performans-%20-artti\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-egitiminde-devrim-veri-ihtiyaci-yariya-inerken-performans-%20-artti\/\",\"name\":\"Yapay Zeka E\u011fitiminde Devrim: Veri \u0130htiyac\u0131 Yar\u0131ya \u0130nerken Performans Artt\u0131\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2025-02-18T12:30:10+00:00\",\"description\":\"Yapay zeka alan\u0131ndaki en b\u00fcy\u00fck zorluklardan biri, etkili bir e\u011fitim i\u00e7in gereken b\u00fcy\u00fck veri miktar\u0131d\u0131r. Ancak, son zamanlarda geli\u015ftirilen yeni bir e\u011fitim y\u00f6ntemi, bu sorunu \u00f6nemli \u00f6l\u00e7\u00fcde azaltmay\u0131 ba\u015fard\u0131. Ara\u015ft\u0131rmac\u0131lar, veri ihtiyac\u0131n\u0131 yar\u0131ya indirirken, ayn\u0131 zamanda model performans\u0131n\u0131 oran\u0131nda art\u0131ran bir teknik ortaya koydular. Bu geli\u015fme, yapay zeka uygulamalar\u0131n\u0131n daha geni\u015f bir alanda ve daha az maliyetle kullan\u0131lmas\u0131n\u0131 sa\u011flayabilir.\",\"breadcrumb\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-egitiminde-devrim-veri-ihtiyaci-yariya-inerken-performans-%20-artti\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-egitiminde-devrim-veri-ihtiyaci-yariya-inerken-performans-%20-artti\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-egitiminde-devrim-veri-ihtiyaci-yariya-inerken-performans-%20-artti\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Anasayfa\",\"item\":\"https:\/\/fatihsoysal.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Yapay Zeka E\u011fitiminde Devrim: Veri \u0130htiyac\u0131 Yar\u0131ya \u0130nerken Performans %20 Artt\u0131\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/\",\"name\":\"Fatihsoysal.com\",\"description\":\"Blog - Yaz\u0131l\u0131m D\u00fcnyas\u0131 Tecr\u00fcbelerim\",\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/fatihsoysal.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"tr\"},{\"@type\":[\"Person\",\"Organization\"],\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\",\"name\":\"Fatih Soysal\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png\",\"contentUrl\":\"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png\",\"width\":512,\"height\":512,\"caption\":\"Fatih Soysal\"},\"logo\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/\"},\"description\":\"Kullan\u0131m ve kodlama m\u00fckemmeliyetini odak alan uygulamalar olu\u015fturma deneyimine sahip, profesyonel olarak 15+ y\u0131l \u00fczeri deneyime sahip bir yaz\u0131l\u0131m m\u00fchendisi.\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Yapay Zeka E\u011fitiminde Devrim: Veri \u0130htiyac\u0131 Yar\u0131ya \u0130nerken Performans Artt\u0131","description":"Yapay zeka alan\u0131ndaki en b\u00fcy\u00fck zorluklardan biri, etkili bir e\u011fitim i\u00e7in gereken b\u00fcy\u00fck veri miktar\u0131d\u0131r. Ancak, son zamanlarda geli\u015ftirilen yeni bir e\u011fitim y\u00f6ntemi, bu sorunu \u00f6nemli \u00f6l\u00e7\u00fcde azaltmay\u0131 ba\u015fard\u0131. Ara\u015ft\u0131rmac\u0131lar, veri ihtiyac\u0131n\u0131 yar\u0131ya indirirken, ayn\u0131 zamanda model performans\u0131n\u0131 oran\u0131nda art\u0131ran bir teknik ortaya koydular. Bu geli\u015fme, yapay zeka uygulamalar\u0131n\u0131n daha geni\u015f bir alanda ve daha az maliyetle kullan\u0131lmas\u0131n\u0131 sa\u011flayabilir.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-egitiminde-devrim-veri-ihtiyaci-yariya-inerken-performans- -artti\/","og_locale":"tr_TR","og_type":"article","og_title":"Yapay Zeka E\u011fitiminde Devrim: Veri \u0130htiyac\u0131 Yar\u0131ya \u0130nerken Performans %20 Artt\u0131","og_description":"Yapay zeka alan\u0131ndaki en b\u00fcy\u00fck zorluklardan biri, etkili bir e\u011fitim i\u00e7in gereken b\u00fcy\u00fck veri miktar\u0131d\u0131r. Ancak, son zamanlarda geli\u015ftirilen yeni bir e\u011fitim y\u00f6ntemi, bu sorunu \u00f6nemli \u00f6l\u00e7\u00fcde azaltmay\u0131 ba\u015fard\u0131. Ara\u015ft\u0131rmac\u0131lar, veri ihtiyac\u0131n\u0131 yar\u0131ya indirirken, ayn\u0131 zamanda model performans\u0131n\u0131 oran\u0131nda art\u0131ran bir teknik ortaya koydular. Bu geli\u015fme, yapay zeka uygulamalar\u0131n\u0131n daha geni\u015f bir alanda ve daha az maliyetle kullan\u0131lmas\u0131n\u0131 sa\u011flayabilir.","og_url":"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-egitiminde-devrim-veri-ihtiyaci-yariya-inerken-performans- -artti\/","og_site_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","article_published_time":"2025-02-18T12:30:10+00:00","author":"Fatih Soysal","twitter_card":"summary_large_image","twitter_misc":{"Yazan:":"Fatih Soysal","Tahmini okuma s\u00fcresi":"2 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-egitiminde-devrim-veri-ihtiyaci-yariya-inerken-performans-%20-artti\/#article","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-egitiminde-devrim-veri-ihtiyaci-yariya-inerken-performans-%20-artti\/"},"author":{"name":"Fatih Soysal","@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"headline":"Yapay Zeka E\u011fitiminde Devrim: Veri \u0130htiyac\u0131 Yar\u0131ya \u0130nerken Performans %20 Artt\u0131","datePublished":"2025-02-18T12:30:10+00:00","mainEntityOfPage":{"@id":"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-egitiminde-devrim-veri-ihtiyaci-yariya-inerken-performans-%20-artti\/"},"wordCount":508,"commentCount":0,"publisher":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"inLanguage":"tr","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/fatihsoysal.com\/blog\/yapay-zeka-egitiminde-devrim-veri-ihtiyaci-yariya-inerken-performans-%20-artti\/#respond"]}],"copyrightYear":"2025","copyrightHolder":{"@id":"https:\/\/fatihsoysal.com\/blog\/#organization"}},{"@type":"WebPage","@id":"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-egitiminde-devrim-veri-ihtiyaci-yariya-inerken-performans-%20-artti\/","url":"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-egitiminde-devrim-veri-ihtiyaci-yariya-inerken-performans-%20-artti\/","name":"Yapay Zeka E\u011fitiminde Devrim: Veri \u0130htiyac\u0131 Yar\u0131ya \u0130nerken Performans Artt\u0131","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/#website"},"datePublished":"2025-02-18T12:30:10+00:00","description":"Yapay zeka alan\u0131ndaki en b\u00fcy\u00fck zorluklardan biri, etkili bir e\u011fitim i\u00e7in gereken b\u00fcy\u00fck veri miktar\u0131d\u0131r. Ancak, son zamanlarda geli\u015ftirilen yeni bir e\u011fitim y\u00f6ntemi, bu sorunu \u00f6nemli \u00f6l\u00e7\u00fcde azaltmay\u0131 ba\u015fard\u0131. Ara\u015ft\u0131rmac\u0131lar, veri ihtiyac\u0131n\u0131 yar\u0131ya indirirken, ayn\u0131 zamanda model performans\u0131n\u0131 oran\u0131nda art\u0131ran bir teknik ortaya koydular. Bu geli\u015fme, yapay zeka uygulamalar\u0131n\u0131n daha geni\u015f bir alanda ve daha az maliyetle kullan\u0131lmas\u0131n\u0131 sa\u011flayabilir.","breadcrumb":{"@id":"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-egitiminde-devrim-veri-ihtiyaci-yariya-inerken-performans-%20-artti\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/fatihsoysal.com\/blog\/yapay-zeka-egitiminde-devrim-veri-ihtiyaci-yariya-inerken-performans-%20-artti\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-egitiminde-devrim-veri-ihtiyaci-yariya-inerken-performans-%20-artti\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Anasayfa","item":"https:\/\/fatihsoysal.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Yapay Zeka E\u011fitiminde Devrim: Veri \u0130htiyac\u0131 Yar\u0131ya \u0130nerken Performans %20 Artt\u0131"}]},{"@type":"WebSite","@id":"https:\/\/fatihsoysal.com\/blog\/#website","url":"https:\/\/fatihsoysal.com\/blog\/","name":"Fatihsoysal.com","description":"Blog - Yaz\u0131l\u0131m D\u00fcnyas\u0131 Tecr\u00fcbelerim","publisher":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/fatihsoysal.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"tr"},{"@type":["Person","Organization"],"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1","name":"Fatih Soysal","image":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png","contentUrl":"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png","width":512,"height":512,"caption":"Fatih Soysal"},"logo":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/"},"description":"Kullan\u0131m ve kodlama m\u00fckemmeliyetini odak alan uygulamalar olu\u015fturma deneyimine sahip, profesyonel olarak 15+ y\u0131l \u00fczeri deneyime sahip bir yaz\u0131l\u0131m m\u00fchendisi.","url":"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/"}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts\/12836","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/comments?post=12836"}],"version-history":[{"count":0,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts\/12836\/revisions"}],"wp:attachment":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/media?parent=12836"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/categories?post=12836"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/tags?post=12836"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}