{"id":8668,"date":"2025-01-05T06:15:11","date_gmt":"2025-01-05T03:15:11","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/genel-yapay-zeka-gelistirici-haftasi-1-hafta-5-gun\/"},"modified":"2025-01-05T06:15:11","modified_gmt":"2025-01-05T03:15:11","slug":"genel-yapay-zeka-gelistirici-haftasi-1-hafta-5-gun","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/genel-yapay-zeka-gelistirici-haftasi-1-hafta-5-gun\/","title":{"rendered":"Genel Yapay Zeka Geli\u015ftirici Haftas\u0131 – 1. Hafta, 5. G\u00fcn"},"content":{"rendered":"

<\/p>\n

Genel Yapay Zeka Geli\u015ftirici Haftas\u0131 – 1. Hafta, 5. G\u00fcn<\/p>\n

Bu hafta, Genel Yapay Zeka Geli\u015ftirici Haftas\u0131’n\u0131n be\u015finci g\u00fcn\u00fcndeyiz. Bu s\u00fcre\u00e7te, b\u00fcy\u00fck dil modelleriyle \u00e7al\u0131\u015fman\u0131n heyecan\u0131n\u0131 ve zorluklar\u0131n\u0131 deneyimliyoruz. \u00d6nceki g\u00fcnlerde, temel kavramlar\u0131 ve Python’daki uygulamalar\u0131 ele al\u0131rken, bug\u00fcn daha derinlemesine inece\u011fiz. \u00d6zellikle, prompt m\u00fchendisli\u011fi ve model optimizasyonu konular\u0131na odaklanaca\u011f\u0131z.<\/p>\n

\u0130lk olarak, prompt m\u00fchendisli\u011finin \u00f6nemini vurgulamak istiyorum. Zira, bir b\u00fcy\u00fck dil modelinden ba\u015far\u0131l\u0131 sonu\u00e7lar elde etmek i\u00e7in, ona do\u011fru sorular\u0131 sormak kritik \u00f6nem ta\u015f\u0131yor. Net ve \u00f6z sorular, modelin daha iyi anlamas\u0131n\u0131 ve daha do\u011fru yan\u0131tlar \u00fcretmesini sa\u011fl\u0131yor. Ancak, bu sorular\u0131n sadece do\u011fru olmas\u0131 yetmiyor; ayn\u0131 zamanda sorular\u0131n nas\u0131l soruldu\u011fu da \u00f6nemli. \u00d6rne\u011fin, sorunun ba\u011flam\u0131n\u0131 a\u00e7\u0131k\u00e7a belirtmek, istenen \u00e7\u0131kt\u0131n\u0131n t\u00fcr\u00fcn\u00fc belirtmek ve \u00f6rnekler vermek, modelin daha iyi performans g\u00f6stermesine yard\u0131mc\u0131 olacakt\u0131r.<\/p>\n

\u00d6rne\u011fin, bir \u015fiir yazd\u0131rmak istiyorsak, \u015fiiri hangi tarzda, hangi konuda ve ne kadar uzunlukta yaz\u0131lmas\u0131n\u0131 istedi\u011fimizi a\u00e7\u0131k\u00e7a belirtmeliyiz. Bununla birlikte, modelin yarat\u0131c\u0131l\u0131\u011f\u0131n\u0131 da s\u0131n\u0131rlamamaya \u00f6zen g\u00f6stermeliyiz. Dolay\u0131s\u0131yla, sorular\u0131m\u0131zda denge kurmak \u00f6nemlidir. Ba\u015fka bir deyi\u015fle, s\u0131n\u0131rlay\u0131c\u0131 olmayan ancak y\u00f6nlendirici sorular sormak, ideal yakla\u015f\u0131md\u0131r.<\/p>\n

Bunun yan\u0131 s\u0131ra, model optimizasyonu da bir di\u011fer \u00f6nemli konudur. B\u00fcy\u00fck dil modelleri, \u00e7ok say\u0131da parametreye sahip karma\u015f\u0131k sistemlerdir. Bu nedenle, performanslar\u0131n\u0131 optimize etmek i\u00e7in \u00e7e\u015fitli teknikler kullanabiliriz. \u00d6rne\u011fin, farkl\u0131 modellerin kar\u015f\u0131la\u015ft\u0131rmas\u0131n\u0131 yapabilir, en iyi performans g\u00f6stereni se\u00e7ebiliriz. Ayn\u0131 zamanda, modelin e\u011fitimi s\u0131ras\u0131nda kullan\u0131lan verileri inceleyerek, performans\u0131 iyile\u015ftirmek i\u00e7in ad\u0131mlar atabiliriz. Bu ad\u0131mlar, modeli daha verimli hale getirmenin yan\u0131 s\u0131ra, kaynak kullan\u0131m\u0131n\u0131 da optimize eder. Bu konuda, daha fazla bilgi i\u00e7in bu makaleye<\/a> g\u00f6z atabilirsiniz.<\/p>\n

Sonu\u00e7 olarak, Genel Yapay Zeka Geli\u015ftirici Haftas\u0131’n\u0131n be\u015finci g\u00fcn\u00fcnde, prompt m\u00fchendisli\u011fi ve model optimizasyonu konular\u0131nda \u00f6nemli bilgiler edindik. Bu konulara hakim olmak, b\u00fcy\u00fck dil modelleriyle daha verimli ve etkili bir \u015fekilde \u00e7al\u0131\u015fmam\u0131z\u0131 sa\u011flayacakt\u0131r. Bu alanda s\u00fcrekli \u00f6\u011frenme ve geli\u015ftirme s\u00fcreci, yapay zeka alan\u0131nda ba\u015far\u0131l\u0131 olman\u0131n anahtar\u0131d\u0131r. Daha fazla bilgi i\u00e7in kendi web sitemi olan Fatih Soysal<\/a> sitesini ziyaret edebilirsiniz.<\/p>\n

# Python \u00f6rne\u011fi (prompt olu\u015fturma)<\/code><\/p>\n

\nprompt = \"Bir a\u015fk \u015fiiri yaz, tema olarak deniz ve y\u0131ld\u0131zlar\u0131 kullan.\"\nprint(prompt)\n<\/code><\/pre>\n
#Etiketler: Genel Yapay Zeka, Yapay Zeka Geli\u015ftirme, AI, Gen AI, Makine \u00d6\u011frenmesi, Deep Learning, Python, Prompts, B\u00fcy\u00fck Dil Modelleri, Fatih Soysal, Prompt M\u00fchendisli\u011fi, Model Optimizasyonu<\/p>\n
<\/body>
\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"Genel Yapay Zeka Geli\u015ftirici Haftas\u0131 – 1. Hafta, 5. G\u00fcn Bu hafta, Genel Yapay Zeka Geli\u015ftirici Haftas\u0131’n\u0131n be\u015finci…","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-8668","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"\nGenel Yapay Zeka Geli\u015ftirici Haftas\u0131 - 1. Hafta, 5. G\u00fcn<\/title>\n<meta name=\"description\" content=\"Bu hafta, Genel Yapay Zeka Geli\u015ftirici Haftas\u0131'n\u0131n be\u015finci g\u00fcn\u00fcndeyiz. Bu s\u00fcre\u00e7te, b\u00fcy\u00fck dil modelleriyle \u00e7al\u0131\u015fman\u0131n heyecan\u0131n\u0131 ve zorluklar\u0131n\u0131 deneyimliyoruz. \u00d6nceki g\u00fcnlerde, temel kavramlar\u0131 ve Python'daki uygulamalar\u0131 ele al\u0131rken, bug\u00fcn daha derinlemesine inece\u011fiz. \u00d6zellikle, prompt m\u00fchendisli\u011fi ve model optimizasyonu konular\u0131na odaklanaca\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\/genel-yapay-zeka-gelistirici-haftasi-1-hafta-5-gun\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Genel Yapay Zeka Geli\u015ftirici Haftas\u0131 - 1. Hafta, 5. G\u00fcn\" \/>\n<meta property=\"og:description\" content=\"Bu hafta, Genel Yapay Zeka Geli\u015ftirici Haftas\u0131'n\u0131n be\u015finci g\u00fcn\u00fcndeyiz. Bu s\u00fcre\u00e7te, b\u00fcy\u00fck dil modelleriyle \u00e7al\u0131\u015fman\u0131n heyecan\u0131n\u0131 ve zorluklar\u0131n\u0131 deneyimliyoruz. \u00d6nceki g\u00fcnlerde, temel kavramlar\u0131 ve Python'daki uygulamalar\u0131 ele al\u0131rken, bug\u00fcn daha derinlemesine inece\u011fiz. \u00d6zellikle, prompt m\u00fchendisli\u011fi ve model optimizasyonu konular\u0131na odaklanaca\u011f\u0131z.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/genel-yapay-zeka-gelistirici-haftasi-1-hafta-5-gun\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2025-01-05T03:15:11+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=\"2 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/genel-yapay-zeka-gelistirici-haftasi-1-hafta-5-gun\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/genel-yapay-zeka-gelistirici-haftasi-1-hafta-5-gun\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Genel Yapay Zeka Geli\u015ftirici Haftas\u0131 – 1. Hafta, 5. G\u00fcn\",\"datePublished\":\"2025-01-05T03:15:11+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/genel-yapay-zeka-gelistirici-haftasi-1-hafta-5-gun\/\"},\"wordCount\":471,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/genel-yapay-zeka-gelistirici-haftasi-1-hafta-5-gun\/#respond\"]}],\"copyrightYear\":\"2025\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/genel-yapay-zeka-gelistirici-haftasi-1-hafta-5-gun\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/genel-yapay-zeka-gelistirici-haftasi-1-hafta-5-gun\/\",\"name\":\"Genel Yapay Zeka Geli\u015ftirici Haftas\u0131 - 1. Hafta, 5. G\u00fcn\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2025-01-05T03:15:11+00:00\",\"description\":\"Bu hafta, Genel Yapay Zeka Geli\u015ftirici Haftas\u0131'n\u0131n be\u015finci g\u00fcn\u00fcndeyiz. Bu s\u00fcre\u00e7te, b\u00fcy\u00fck dil modelleriyle \u00e7al\u0131\u015fman\u0131n heyecan\u0131n\u0131 ve zorluklar\u0131n\u0131 deneyimliyoruz. \u00d6nceki g\u00fcnlerde, temel kavramlar\u0131 ve Python'daki uygulamalar\u0131 ele al\u0131rken, bug\u00fcn daha derinlemesine inece\u011fiz. \u00d6zellikle, prompt m\u00fchendisli\u011fi ve model optimizasyonu konular\u0131na odaklanaca\u011f\u0131z.\",\"breadcrumb\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/genel-yapay-zeka-gelistirici-haftasi-1-hafta-5-gun\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/genel-yapay-zeka-gelistirici-haftasi-1-hafta-5-gun\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/genel-yapay-zeka-gelistirici-haftasi-1-hafta-5-gun\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Anasayfa\",\"item\":\"https:\/\/fatihsoysal.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Genel Yapay Zeka Geli\u015ftirici Haftas\u0131 – 1. Hafta, 5. G\u00fcn\"}]},{\"@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":"Genel Yapay Zeka Geli\u015ftirici Haftas\u0131 - 1. Hafta, 5. G\u00fcn","description":"Bu hafta, Genel Yapay Zeka Geli\u015ftirici Haftas\u0131'n\u0131n be\u015finci g\u00fcn\u00fcndeyiz. Bu s\u00fcre\u00e7te, b\u00fcy\u00fck dil modelleriyle \u00e7al\u0131\u015fman\u0131n heyecan\u0131n\u0131 ve zorluklar\u0131n\u0131 deneyimliyoruz. \u00d6nceki g\u00fcnlerde, temel kavramlar\u0131 ve Python'daki uygulamalar\u0131 ele al\u0131rken, bug\u00fcn daha derinlemesine inece\u011fiz. \u00d6zellikle, prompt m\u00fchendisli\u011fi ve model optimizasyonu konular\u0131na odaklanaca\u011f\u0131z.","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\/genel-yapay-zeka-gelistirici-haftasi-1-hafta-5-gun\/","og_locale":"tr_TR","og_type":"article","og_title":"Genel Yapay Zeka Geli\u015ftirici Haftas\u0131 - 1. Hafta, 5. G\u00fcn","og_description":"Bu hafta, Genel Yapay Zeka Geli\u015ftirici Haftas\u0131'n\u0131n be\u015finci g\u00fcn\u00fcndeyiz. Bu s\u00fcre\u00e7te, b\u00fcy\u00fck dil modelleriyle \u00e7al\u0131\u015fman\u0131n heyecan\u0131n\u0131 ve zorluklar\u0131n\u0131 deneyimliyoruz. \u00d6nceki g\u00fcnlerde, temel kavramlar\u0131 ve Python'daki uygulamalar\u0131 ele al\u0131rken, bug\u00fcn daha derinlemesine inece\u011fiz. \u00d6zellikle, prompt m\u00fchendisli\u011fi ve model optimizasyonu konular\u0131na odaklanaca\u011f\u0131z.","og_url":"https:\/\/fatihsoysal.com\/blog\/genel-yapay-zeka-gelistirici-haftasi-1-hafta-5-gun\/","og_site_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","article_published_time":"2025-01-05T03:15:11+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\/genel-yapay-zeka-gelistirici-haftasi-1-hafta-5-gun\/#article","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/genel-yapay-zeka-gelistirici-haftasi-1-hafta-5-gun\/"},"author":{"name":"Fatih Soysal","@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"headline":"Genel Yapay Zeka Geli\u015ftirici Haftas\u0131 – 1. Hafta, 5. G\u00fcn","datePublished":"2025-01-05T03:15:11+00:00","mainEntityOfPage":{"@id":"https:\/\/fatihsoysal.com\/blog\/genel-yapay-zeka-gelistirici-haftasi-1-hafta-5-gun\/"},"wordCount":471,"commentCount":0,"publisher":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"inLanguage":"tr","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/fatihsoysal.com\/blog\/genel-yapay-zeka-gelistirici-haftasi-1-hafta-5-gun\/#respond"]}],"copyrightYear":"2025","copyrightHolder":{"@id":"https:\/\/fatihsoysal.com\/blog\/#organization"}},{"@type":"WebPage","@id":"https:\/\/fatihsoysal.com\/blog\/genel-yapay-zeka-gelistirici-haftasi-1-hafta-5-gun\/","url":"https:\/\/fatihsoysal.com\/blog\/genel-yapay-zeka-gelistirici-haftasi-1-hafta-5-gun\/","name":"Genel Yapay Zeka Geli\u015ftirici Haftas\u0131 - 1. Hafta, 5. G\u00fcn","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/#website"},"datePublished":"2025-01-05T03:15:11+00:00","description":"Bu hafta, Genel Yapay Zeka Geli\u015ftirici Haftas\u0131'n\u0131n be\u015finci g\u00fcn\u00fcndeyiz. Bu s\u00fcre\u00e7te, b\u00fcy\u00fck dil modelleriyle \u00e7al\u0131\u015fman\u0131n heyecan\u0131n\u0131 ve zorluklar\u0131n\u0131 deneyimliyoruz. \u00d6nceki g\u00fcnlerde, temel kavramlar\u0131 ve Python'daki uygulamalar\u0131 ele al\u0131rken, bug\u00fcn daha derinlemesine inece\u011fiz. \u00d6zellikle, prompt m\u00fchendisli\u011fi ve model optimizasyonu konular\u0131na odaklanaca\u011f\u0131z.","breadcrumb":{"@id":"https:\/\/fatihsoysal.com\/blog\/genel-yapay-zeka-gelistirici-haftasi-1-hafta-5-gun\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/fatihsoysal.com\/blog\/genel-yapay-zeka-gelistirici-haftasi-1-hafta-5-gun\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/fatihsoysal.com\/blog\/genel-yapay-zeka-gelistirici-haftasi-1-hafta-5-gun\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Anasayfa","item":"https:\/\/fatihsoysal.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Genel Yapay Zeka Geli\u015ftirici Haftas\u0131 – 1. Hafta, 5. G\u00fcn"}]},{"@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\/8668","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=8668"}],"version-history":[{"count":0,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts\/8668\/revisions"}],"wp:attachment":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/media?parent=8668"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/categories?post=8668"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/tags?post=8668"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}