{"id":16790,"date":"2025-03-31T17:15:13","date_gmt":"2025-03-31T14:15:13","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/veri-ve-yapay-zeka-haftalik-bulteni-183-31-mart-2025\/"},"modified":"2025-03-31T17:15:13","modified_gmt":"2025-03-31T14:15:13","slug":"veri-ve-yapay-zeka-haftalik-bulteni-183-31-mart-2025","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/veri-ve-yapay-zeka-haftalik-bulteni-183-31-mart-2025\/","title":{"rendered":"Veri ve Yapay Zeka Haftal\u0131k B\u00fclteni #183 &#8211; 31 Mart 2025"},"content":{"rendered":"<p><body><\/p>\n<p>Veri ve Yapay Zeka Haftal\u0131k B\u00fclteni #183 &#8211; 31 Mart 2025<\/p>\n<p>Sevgili okuyucular\u0131m, 31 Mart 2025 tarihli Veri ve Yapay Zeka Haftal\u0131k B\u00fcltenimizde bir kez daha heyecan verici geli\u015fmelerle kar\u015f\u0131n\u0131zday\u0131z.  Bu hafta, \u00f6zellikle b\u00fcy\u00fck dil modellerinin etik kullan\u0131mlar\u0131 ve s\u00fcrd\u00fcr\u00fclebilir yapay zeka \u00fczerine odakland\u0131k.  \u00d6ncelikle, son zamanlarda g\u00fcndemi olduk\u00e7a me\u015fgul eden konulara de\u011finelim.<\/p>\n<h2>B\u00fcy\u00fck Dil Modelleri ve Etik Kayg\u0131lar<\/h2>\n<p>B\u00fcy\u00fck dil modelleri (LLM&#8217;ler)  art\u0131k hayat\u0131m\u0131z\u0131n bir\u00e7ok alan\u0131nda yer al\u0131yor.  Ancak, bu modellerin yayg\u0131nla\u015fmas\u0131yla birlikte etik kayg\u0131lar da art\u0131yor.  \u00d6rne\u011fin, \u00f6nyarg\u0131l\u0131 verilerle e\u011fitilmi\u015f LLM&#8217;lerin ayr\u0131mc\u0131 sonu\u00e7lar \u00fcretmesi ciddi bir sorun.  Bu sorunun \u00fcstesinden gelmek i\u00e7in, daha \u00e7e\u015fitli ve dengeli veri k\u00fcmeleri kullan\u0131lmas\u0131 ve modellerin d\u00fczenli olarak denetlenmesi gerekiyor.  Bunun yan\u0131 s\u0131ra,  \u015feffafl\u0131k ve a\u00e7\u0131klanabilirlik de \u00f6nemli konular.  <a href=\"https:\/\/fatihsoysal.com\">Kendi web sitemde<\/a> bu konuyu daha detayl\u0131 ele alm\u0131\u015ft\u0131m.  Ayr\u0131ca,  LLM&#8217;lerin k\u00f6t\u00fcye kullan\u0131lmas\u0131n\u0131n \u00f6n\u00fcne ge\u00e7mek i\u00e7in g\u00fc\u00e7l\u00fc d\u00fczenlemeler de \u015fart.<\/p>\n<h2>S\u00fcrd\u00fcr\u00fclebilir Yapay Zeka<\/h2>\n<p>Yapay zeka sistemlerinin \u00e7evresel etkisi de giderek daha fazla dikkat \u00e7ekiyor.  Bu sistemlerin e\u011fitimi ve \u00e7al\u0131\u015ft\u0131r\u0131lmas\u0131 i\u00e7in b\u00fcy\u00fck miktarda enerji gerekiyor.  Bu nedenle, s\u00fcrd\u00fcr\u00fclebilir yapay zeka uygulamalar\u0131 geli\u015ftirmek b\u00fcy\u00fck \u00f6nem ta\u015f\u0131yor.  Daha enerji verimli algoritmalar ve donan\u0131mlar kullanmak,  verilerin daha etkin bir \u015fekilde y\u00f6netilmesi ve sistemlerin kullan\u0131m \u00f6mr\u00fcn\u00fcn uzat\u0131lmas\u0131 gibi ad\u0131mlar at\u0131labilir.  <\/p>\n<p>\u00d6rne\u011fin, baz\u0131 \u015firketler e\u011fitim s\u00fcre\u00e7lerini optimize ederek enerji t\u00fcketimini azaltmaya \u00e7al\u0131\u015f\u0131yor.  Bununla birlikte,  yapay zekan\u0131n do\u011fan\u0131n korunmas\u0131 ve iklim de\u011fi\u015fikli\u011fi ile m\u00fccadelesinde kullan\u0131m\u0131 da b\u00fcy\u00fck bir potansiyel sunuyor.  Yapay zeka, iklim modellemelerinden, enerji t\u00fcketiminin optimizasyonuna kadar bir\u00e7ok alanda s\u00fcrd\u00fcr\u00fclebilirli\u011fin art\u0131r\u0131lmas\u0131na katk\u0131da bulunabilir.<\/p>\n<h2>Gelece\u011fe Bak\u0131\u015f<\/h2>\n<p>\u00d6zetle,  yapay zeka alan\u0131ndaki h\u0131zl\u0131 geli\u015fmeler, hem inan\u0131lmaz f\u0131rsatlar hem de \u00f6nemli zorluklar sunuyor.  Etik kayg\u0131lar ve s\u00fcrd\u00fcr\u00fclebilirlik,  yapay zekan\u0131n gelece\u011fi i\u00e7in olmazsa olmaz unsurlar.  Bu konularda daha fazla \u00e7al\u0131\u015fma ve i\u015fbirli\u011fiyle,  yapay zekan\u0131n insanl\u0131\u011fa fayda sa\u011flayan bir teknoloji olarak geli\u015fmesini sa\u011flayabiliriz.  Gelecek haftaki b\u00fcltenimizde,  yapay zekan\u0131n sa\u011fl\u0131k sekt\u00f6r\u00fcndeki uygulamalar\u0131n\u0131 ele alaca\u011f\u0131z.<\/p>\n<p>Faydal\u0131 bulaca\u011f\u0131n\u0131z baz\u0131 kaynaklar:<\/p>\n<ul>\n<li><a href=\"https:\/\/dev.to\/timothy_spann_a41a639e47c\/all-data-and-ai-weekly-183-31-march-2025-4534\">Dev.to Makalesi (\u0130ngilizce)<\/a><\/li>\n<li><a href=\"https:\/\/www.example.com\/useful-resource-1\">Di\u011fer Faydal\u0131 Kaynak 1<\/a><\/li>\n<li><a href=\"https:\/\/www.example.com\/useful-resource-2\">Di\u011fer Faydal\u0131 Kaynak 2<\/a><\/li>\n<\/ul>\n<p><b>#Etiketler:<\/b> Veri, Yapay Zeka, AI, Makine \u00d6\u011frenmesi, B\u00fcy\u00fck Dil Modelleri, Etik, S\u00fcrd\u00fcr\u00fclebilirlik, Yapay Zeka Haberleri, Teknoloji, Haftal\u0131k B\u00fclten, Fatih Soysal, LLM<\/p>\n<p><\/body><br \/>\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"Veri ve Yapay Zeka Haftal\u0131k B\u00fclteni #183 &#8211; 31 Mart 2025 Sevgili okuyucular\u0131m, 31 Mart 2025 tarihli Veri&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-16790","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>Veri ve Yapay Zeka Haftal\u0131k B\u00fclteni #183 - 31 Mart 2025<\/title>\n<meta name=\"description\" content=\"Sevgili okuyucular\u0131m, 31 Mart 2025 tarihli Veri ve Yapay Zeka Haftal\u0131k B\u00fcltenimizde bir kez daha heyecan verici geli\u015fmelerle kar\u015f\u0131n\u0131zday\u0131z. Bu hafta, \u00f6zellikle b\u00fcy\u00fck dil modellerinin etik kullan\u0131mlar\u0131 ve s\u00fcrd\u00fcr\u00fclebilir yapay zeka \u00fczerine odakland\u0131k. \u00d6ncelikle, son zamanlarda g\u00fcndemi olduk\u00e7a me\u015fgul eden konulara de\u011finelim.\" \/>\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\/veri-ve-yapay-zeka-haftalik-bulteni-183-31-mart-2025\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Veri ve Yapay Zeka Haftal\u0131k B\u00fclteni #183 - 31 Mart 2025\" \/>\n<meta property=\"og:description\" content=\"Sevgili okuyucular\u0131m, 31 Mart 2025 tarihli Veri ve Yapay Zeka Haftal\u0131k B\u00fcltenimizde bir kez daha heyecan verici geli\u015fmelerle kar\u015f\u0131n\u0131zday\u0131z. Bu hafta, \u00f6zellikle b\u00fcy\u00fck dil modellerinin etik kullan\u0131mlar\u0131 ve s\u00fcrd\u00fcr\u00fclebilir yapay zeka \u00fczerine odakland\u0131k. \u00d6ncelikle, son zamanlarda g\u00fcndemi olduk\u00e7a me\u015fgul eden konulara de\u011finelim.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/veri-ve-yapay-zeka-haftalik-bulteni-183-31-mart-2025\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2025-03-31T14:15:13+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\/veri-ve-yapay-zeka-haftalik-bulteni-183-31-mart-2025\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/veri-ve-yapay-zeka-haftalik-bulteni-183-31-mart-2025\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Veri ve Yapay Zeka Haftal\u0131k B\u00fclteni #183 &#8211; 31 Mart 2025\",\"datePublished\":\"2025-03-31T14:15:13+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/veri-ve-yapay-zeka-haftalik-bulteni-183-31-mart-2025\/\"},\"wordCount\":481,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/veri-ve-yapay-zeka-haftalik-bulteni-183-31-mart-2025\/#respond\"]}],\"copyrightYear\":\"2025\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/veri-ve-yapay-zeka-haftalik-bulteni-183-31-mart-2025\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/veri-ve-yapay-zeka-haftalik-bulteni-183-31-mart-2025\/\",\"name\":\"Veri ve Yapay Zeka Haftal\u0131k B\u00fclteni #183 - 31 Mart 2025\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2025-03-31T14:15:13+00:00\",\"description\":\"Sevgili okuyucular\u0131m, 31 Mart 2025 tarihli Veri ve Yapay Zeka Haftal\u0131k B\u00fcltenimizde bir kez daha heyecan verici geli\u015fmelerle kar\u015f\u0131n\u0131zday\u0131z. Bu hafta, \u00f6zellikle b\u00fcy\u00fck dil modellerinin etik kullan\u0131mlar\u0131 ve s\u00fcrd\u00fcr\u00fclebilir yapay zeka \u00fczerine odakland\u0131k. \u00d6ncelikle, son zamanlarda g\u00fcndemi olduk\u00e7a me\u015fgul eden konulara de\u011finelim.\",\"breadcrumb\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/veri-ve-yapay-zeka-haftalik-bulteni-183-31-mart-2025\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/veri-ve-yapay-zeka-haftalik-bulteni-183-31-mart-2025\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/veri-ve-yapay-zeka-haftalik-bulteni-183-31-mart-2025\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Anasayfa\",\"item\":\"https:\/\/fatihsoysal.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Veri ve Yapay Zeka Haftal\u0131k B\u00fclteni #183 &#8211; 31 Mart 2025\"}]},{\"@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":"Veri ve Yapay Zeka Haftal\u0131k B\u00fclteni #183 - 31 Mart 2025","description":"Sevgili okuyucular\u0131m, 31 Mart 2025 tarihli Veri ve Yapay Zeka Haftal\u0131k B\u00fcltenimizde bir kez daha heyecan verici geli\u015fmelerle kar\u015f\u0131n\u0131zday\u0131z. Bu hafta, \u00f6zellikle b\u00fcy\u00fck dil modellerinin etik kullan\u0131mlar\u0131 ve s\u00fcrd\u00fcr\u00fclebilir yapay zeka \u00fczerine odakland\u0131k. \u00d6ncelikle, son zamanlarda g\u00fcndemi olduk\u00e7a me\u015fgul eden konulara de\u011finelim.","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\/veri-ve-yapay-zeka-haftalik-bulteni-183-31-mart-2025\/","og_locale":"tr_TR","og_type":"article","og_title":"Veri ve Yapay Zeka Haftal\u0131k B\u00fclteni #183 - 31 Mart 2025","og_description":"Sevgili okuyucular\u0131m, 31 Mart 2025 tarihli Veri ve Yapay Zeka Haftal\u0131k B\u00fcltenimizde bir kez daha heyecan verici geli\u015fmelerle kar\u015f\u0131n\u0131zday\u0131z. Bu hafta, \u00f6zellikle b\u00fcy\u00fck dil modellerinin etik kullan\u0131mlar\u0131 ve s\u00fcrd\u00fcr\u00fclebilir yapay zeka \u00fczerine odakland\u0131k. \u00d6ncelikle, son zamanlarda g\u00fcndemi olduk\u00e7a me\u015fgul eden konulara de\u011finelim.","og_url":"https:\/\/fatihsoysal.com\/blog\/veri-ve-yapay-zeka-haftalik-bulteni-183-31-mart-2025\/","og_site_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","article_published_time":"2025-03-31T14:15:13+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\/veri-ve-yapay-zeka-haftalik-bulteni-183-31-mart-2025\/#article","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/veri-ve-yapay-zeka-haftalik-bulteni-183-31-mart-2025\/"},"author":{"name":"Fatih Soysal","@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"headline":"Veri ve Yapay Zeka Haftal\u0131k B\u00fclteni #183 &#8211; 31 Mart 2025","datePublished":"2025-03-31T14:15:13+00:00","mainEntityOfPage":{"@id":"https:\/\/fatihsoysal.com\/blog\/veri-ve-yapay-zeka-haftalik-bulteni-183-31-mart-2025\/"},"wordCount":481,"commentCount":0,"publisher":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"inLanguage":"tr","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/fatihsoysal.com\/blog\/veri-ve-yapay-zeka-haftalik-bulteni-183-31-mart-2025\/#respond"]}],"copyrightYear":"2025","copyrightHolder":{"@id":"https:\/\/fatihsoysal.com\/blog\/#organization"}},{"@type":"WebPage","@id":"https:\/\/fatihsoysal.com\/blog\/veri-ve-yapay-zeka-haftalik-bulteni-183-31-mart-2025\/","url":"https:\/\/fatihsoysal.com\/blog\/veri-ve-yapay-zeka-haftalik-bulteni-183-31-mart-2025\/","name":"Veri ve Yapay Zeka Haftal\u0131k B\u00fclteni #183 - 31 Mart 2025","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/#website"},"datePublished":"2025-03-31T14:15:13+00:00","description":"Sevgili okuyucular\u0131m, 31 Mart 2025 tarihli Veri ve Yapay Zeka Haftal\u0131k B\u00fcltenimizde bir kez daha heyecan verici geli\u015fmelerle kar\u015f\u0131n\u0131zday\u0131z. Bu hafta, \u00f6zellikle b\u00fcy\u00fck dil modellerinin etik kullan\u0131mlar\u0131 ve s\u00fcrd\u00fcr\u00fclebilir yapay zeka \u00fczerine odakland\u0131k. \u00d6ncelikle, son zamanlarda g\u00fcndemi olduk\u00e7a me\u015fgul eden konulara de\u011finelim.","breadcrumb":{"@id":"https:\/\/fatihsoysal.com\/blog\/veri-ve-yapay-zeka-haftalik-bulteni-183-31-mart-2025\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/fatihsoysal.com\/blog\/veri-ve-yapay-zeka-haftalik-bulteni-183-31-mart-2025\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/fatihsoysal.com\/blog\/veri-ve-yapay-zeka-haftalik-bulteni-183-31-mart-2025\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Anasayfa","item":"https:\/\/fatihsoysal.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Veri ve Yapay Zeka Haftal\u0131k B\u00fclteni #183 &#8211; 31 Mart 2025"}]},{"@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\/16790","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=16790"}],"version-history":[{"count":0,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts\/16790\/revisions"}],"wp:attachment":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/media?parent=16790"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/categories?post=16790"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/tags?post=16790"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}