{"id":3541,"date":"2024-11-10T21:15:10","date_gmt":"2024-11-10T18:15:10","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/data-science-basitlestirilmis-2025te-gelecek-vaat-eden-veri-bilimcileri-icin-ipuclari\/"},"modified":"2024-11-10T21:15:10","modified_gmt":"2024-11-10T18:15:10","slug":"data-science-basitlestirilmis-2025te-gelecek-vaat-eden-veri-bilimcileri-icin-ipuclari","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/data-science-basitlestirilmis-2025te-gelecek-vaat-eden-veri-bilimcileri-icin-ipuclari\/","title":{"rendered":"Data Science Basitle\u015ftirilmi\u015f: 2025&#8217;te Gelecek Vaat Eden Veri Bilimcileri \u0130\u00e7in \u0130pu\u00e7lar\u0131"},"content":{"rendered":"<p>Data Science Basitle\u015ftirilmi\u015f: 2025&#8217;te Gelecek Vaat Eden Veri Bilimcileri \u0130\u00e7in \u0130pu\u00e7lar\u0131<\/p>\n<p>Veri bilimi, g\u00fcn\u00fcm\u00fcz d\u00fcnyas\u0131nda giderek daha \u00f6nemli hale geliyor. Veri miktar\u0131n\u0131n h\u0131zla artmas\u0131yla, bu verileri anlamland\u0131rmak ve i\u015fletmelerin daha iyi kararlar almas\u0131na yard\u0131mc\u0131 olmak i\u00e7in veri bilimcilerine duyulan ihtiya\u00e7 da art\u0131yor. E\u011fer veri bilimi alan\u0131nda kariyer yapmak istiyorsan\u0131z, 2025&#8217;te \u00f6ne \u00e7\u0131kmak i\u00e7in \u015fu ipu\u00e7lar\u0131n\u0131 g\u00f6z \u00f6n\u00fcnde bulundurman\u0131z \u00f6nemlidir.<\/p>\n<h2>Temel Bilgiler<\/h2>\n<p>Ba\u015flang\u0131\u00e7 i\u00e7in sa\u011flam bir temel olu\u015fturmak \u015fartt\u0131r. Veri bilimi, istatistik, matematik ve programlama gibi farkl\u0131 disiplinleri birle\u015ftirir. \u0130statistik ve olas\u0131l\u0131k, veriyi analiz etmek i\u00e7in kullanabilece\u011finiz ara\u00e7lar\u0131 sa\u011flar. Matematik, veri modellemesi ve algoritmalar\u0131n anla\u015f\u0131lmas\u0131 i\u00e7in gereklidir. Python ve R gibi programlama dilleri, veri analizi ve g\u00f6rselle\u015ftirme i\u00e7in olmazsa olmazd\u0131r. Bu temel bilgiler, veri bilimi kariyerinizin temeli olacakt\u0131r.<\/p>\n<h2>Pop\u00fcler Teknolojileri \u00d6\u011frenin<\/h2>\n<p>Veri bilimi alan\u0131nda s\u00fcrekli olarak yeni teknolojiler ortaya \u00e7\u0131kmaktad\u0131r. Bu teknolojilerle g\u00fcncel kalmak, rekabet\u00e7i bir avantaj sa\u011flayacakt\u0131r. B\u00fcy\u00fck veri platformlar\u0131 (Hadoop, Spark), bulut tabanl\u0131 hizmetler (AWS, Azure, GCP), makine \u00f6\u011frenmesi algoritmalar\u0131 (karar a\u011fa\u00e7lar\u0131, destek vekt\u00f6r makineleri, sinir a\u011flar\u0131) ve derin \u00f6\u011frenme, veri bilimcileri i\u00e7in \u00f6nemli becerilerdir. Bu teknolojileri \u00f6\u011frenmek, veriyi daha verimli bir \u015fekilde i\u015flemenize ve analiz etmenize olanak tan\u0131r.<\/p>\n<h2>Pratik Deneyim Kazan\u0131n<\/h2>\n<p>Teorik bilgiler kadar \u00f6nemli olan bir di\u011fer konu da pratik deneyimdir. Veri bilimi projeleri \u00fczerinde \u00e7al\u0131\u015farak, \u00f6\u011frendi\u011finiz bilgileri uygulama f\u0131rsat\u0131 elde edebilirsiniz. Bu projeler, ki\u015fisel portf\u00f6y\u00fcn\u00fcz\u00fc geli\u015ftirmek i\u00e7in de de\u011ferli olacakt\u0131r. A\u00e7\u0131k kaynak kodlu veri setleri, Kaggle gibi platformlar veya kendi ilgi alanlar\u0131n\u0131za g\u00f6re veri toplamak, pratik deneyim kazanman\u0131za yard\u0131mc\u0131 olabilir. \u00d6zellikle ger\u00e7ek d\u00fcnyadaki sorunlara \u00e7\u00f6z\u00fcm \u00fcretmek, size de\u011ferli deneyimler kazand\u0131racakt\u0131r.<\/p>\n<h2>Alan\u0131n\u0131z\u0131 Belirleyin<\/h2>\n<p>Veri bilimi \u00e7ok geni\u015f bir aland\u0131r.  <a href=\"https:\/\/fatihsoysal.com\/\">Web sitenize ba\u011flant\u0131<\/a>  Veri bilimi alan\u0131nda uzmanla\u015fmak istedi\u011finiz bir alana odaklanmak, kariyeriniz i\u00e7in daha etkili olacakt\u0131r. \u00d6rne\u011fin, sa\u011fl\u0131k, finans, pazarlama,  <a href=\"https:\/\/dev.to\/vikas76\/data-science-simplified-tips-for-aspiring-data-scientists-in-2025-29bk\">a\u00e7\u0131k kaynak kodlu veri setleri<\/a>  veya e-ticaret gibi alanlarda uzmanla\u015fabilirsiniz.  <\/p>\n<h2>\u0130leti\u015fim Becerilerinizi Geli\u015ftirin<\/h2>\n<p>Veri bilimcilerinin sadece teknik becerilere de\u011fil, ayn\u0131 zamanda ileti\u015fim becerilerine de sahip olmas\u0131 gerekmektedir. \u00c7al\u0131\u015fmalar\u0131n\u0131z\u0131 ve analizlerinizi, teknik olmayan ki\u015filere a\u00e7\u0131klayabilmeniz \u00f6nemlidir. Sunum, raporlama ve yaz\u0131l\u0131 ileti\u015fim becerilerinizi geli\u015ftirmek, ba\u015far\u0131ya giden yolda \u00f6nemli bir ad\u0131m olacakt\u0131r. <\/p>\n<h2>E\u011fitimden Vazge\u00e7meyin<\/h2>\n<p>Veri bilimi, s\u00fcrekli geli\u015fen bir aland\u0131r. Yeni teknolojiler, ara\u00e7lar ve teknikler s\u00fcrekli olarak ortaya \u00e7\u0131kmaktad\u0131r. Bu nedenle, e\u011fitimden vazge\u00e7memek ve s\u00fcrekli olarak yeni bilgiler edinmek \u00f6nemlidir.  <a href=\"https:\/\/www.coursera.org\/\">\u00c7evrimi\u00e7i e\u011fitim platformlar\u0131<\/a> , konferanslar ve kitaplar, sizi g\u00fcncel tutman\u0131za yard\u0131mc\u0131 olacakt\u0131r.<\/p>\n<h2>A\u011f Kurun<\/h2>\n<p>Veri bilimi alan\u0131ndaki di\u011fer profesyonellerle a\u011f kurmak, kariyerinizi ilerletmenize yard\u0131mc\u0131 olacakt\u0131r.  <a href=\"https:\/\/www.linkedin.com\/\">LinkedIn<\/a>  gibi platformlar, di\u011fer veri bilimcileriyle ba\u011flant\u0131 kurmak i\u00e7in m\u00fckemmel f\u0131rsatlar sunmaktad\u0131r.  <a href=\"https:\/\/www.meetup.com\/\">Meetup<\/a>  gruplar\u0131 veya veri bilimi etkinliklerine kat\u0131larak yeni insanlarla tan\u0131\u015fabilir, bilgi payla\u015fabilir ve i\u015f f\u0131rsatlar\u0131 hakk\u0131nda bilgi edinebilirsiniz.<\/p>\n<h2>Ki\u015fisel Projeler Geli\u015ftirin<\/h2>\n<p>Veri bilimi alan\u0131nda \u00f6n plana \u00e7\u0131kman\u0131n en iyi yollar\u0131ndan biri de ki\u015fisel projeler geli\u015ftirmektir. \u0130lgilendi\u011finiz bir alanda veri seti se\u00e7in ve bu veri seti \u00fczerinde bir proje ger\u00e7ekle\u015ftirin. Projenizi Github gibi platformlarda payla\u015farak, potansiyel i\u015fverenlere becerilerinizi sergileyebilirsiniz.<\/p>\n<h2>Sonu\u00e7<\/h2>\n<p>Veri bilimi, gelece\u011fin mesleklerinden biridir.  <a href=\"https:\/\/fatihsoysal.com\/\">Web sitenize ba\u011flant\u0131<\/a>  Yukar\u0131daki ipu\u00e7lar\u0131n\u0131 takip ederek, bu alanda ba\u015far\u0131l\u0131 bir kariyer in\u015fa edebilirsiniz.  Unutmay\u0131n, sab\u0131r, \u00f6zveri ve s\u00fcrekli \u00f6\u011frenme, ba\u015far\u0131l\u0131 bir veri bilimcisi olman\u0131n anahtarlar\u0131d\u0131r.<\/p>\n<h2>#Etiketler<\/h2>\n<p>#VeriBilimi #DataScience #VeriAnalizi #Makine\u00d6\u011frenmesi #Derin\u00d6\u011frenme #Programlama #Python #R #\u0130statistik #Matematik #Kariyer\u0130pu\u00e7lar\u0131 #E\u011fitim #A\u011fKurma #Ki\u015fiselProjeler<\/p>\n","protected":false},"excerpt":{"rendered":"Data Science Basitle\u015ftirilmi\u015f: 2025&#8217;te Gelecek Vaat Eden Veri Bilimcileri \u0130\u00e7in \u0130pu\u00e7lar\u0131 Veri bilimi, g\u00fcn\u00fcm\u00fcz d\u00fcnyas\u0131nda giderek daha \u00f6nemli&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-3541","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>Data Science Basitle\u015ftirilmi\u015f: 2025&#039;te Gelecek Vaat Eden Veri Bilimcileri \u0130\u00e7in \u0130pu\u00e7lar\u0131<\/title>\n<meta name=\"description\" content=\"Veri bilimi, g\u00fcn\u00fcm\u00fcz d\u00fcnyas\u0131nda giderek daha \u00f6nemli hale geliyor. Veri miktar\u0131n\u0131n h\u0131zla artmas\u0131yla, bu verileri anlamland\u0131rmak ve i\u015fletmelerin daha iyi kararlar almas\u0131na yard\u0131mc\u0131 olmak i\u00e7in veri bilimcilerine duyulan ihtiya\u00e7 da art\u0131yor. E\u011fer veri bilimi alan\u0131nda kariyer yapmak istiyorsan\u0131z, 2025&#039;te \u00f6ne \u00e7\u0131kmak i\u00e7in \u015fu ipu\u00e7lar\u0131n\u0131 g\u00f6z \u00f6n\u00fcnde bulundurman\u0131z \u00f6nemlidir.\" \/>\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\/data-science-basitlestirilmis-2025te-gelecek-vaat-eden-veri-bilimcileri-icin-ipuclari\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Science Basitle\u015ftirilmi\u015f: 2025&#039;te Gelecek Vaat Eden Veri Bilimcileri \u0130\u00e7in \u0130pu\u00e7lar\u0131\" \/>\n<meta property=\"og:description\" content=\"Veri bilimi, g\u00fcn\u00fcm\u00fcz d\u00fcnyas\u0131nda giderek daha \u00f6nemli hale geliyor. Veri miktar\u0131n\u0131n h\u0131zla artmas\u0131yla, bu verileri anlamland\u0131rmak ve i\u015fletmelerin daha iyi kararlar almas\u0131na yard\u0131mc\u0131 olmak i\u00e7in veri bilimcilerine duyulan ihtiya\u00e7 da art\u0131yor. E\u011fer veri bilimi alan\u0131nda kariyer yapmak istiyorsan\u0131z, 2025&#039;te \u00f6ne \u00e7\u0131kmak i\u00e7in \u015fu ipu\u00e7lar\u0131n\u0131 g\u00f6z \u00f6n\u00fcnde bulundurman\u0131z \u00f6nemlidir.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/data-science-basitlestirilmis-2025te-gelecek-vaat-eden-veri-bilimcileri-icin-ipuclari\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2024-11-10T18:15:10+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=\"3 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/data-science-basitlestirilmis-2025te-gelecek-vaat-eden-veri-bilimcileri-icin-ipuclari\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/data-science-basitlestirilmis-2025te-gelecek-vaat-eden-veri-bilimcileri-icin-ipuclari\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Data Science Basitle\u015ftirilmi\u015f: 2025&#8217;te Gelecek Vaat Eden Veri Bilimcileri \u0130\u00e7in \u0130pu\u00e7lar\u0131\",\"datePublished\":\"2024-11-10T18:15:10+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/data-science-basitlestirilmis-2025te-gelecek-vaat-eden-veri-bilimcileri-icin-ipuclari\/\"},\"wordCount\":689,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/data-science-basitlestirilmis-2025te-gelecek-vaat-eden-veri-bilimcileri-icin-ipuclari\/#respond\"]}],\"copyrightYear\":\"2024\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/data-science-basitlestirilmis-2025te-gelecek-vaat-eden-veri-bilimcileri-icin-ipuclari\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/data-science-basitlestirilmis-2025te-gelecek-vaat-eden-veri-bilimcileri-icin-ipuclari\/\",\"name\":\"Data Science Basitle\u015ftirilmi\u015f: 2025'te Gelecek Vaat Eden Veri Bilimcileri \u0130\u00e7in \u0130pu\u00e7lar\u0131\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2024-11-10T18:15:10+00:00\",\"description\":\"Veri bilimi, g\u00fcn\u00fcm\u00fcz d\u00fcnyas\u0131nda giderek daha \u00f6nemli hale geliyor. Veri miktar\u0131n\u0131n h\u0131zla artmas\u0131yla, bu verileri anlamland\u0131rmak ve i\u015fletmelerin daha iyi kararlar almas\u0131na yard\u0131mc\u0131 olmak i\u00e7in veri bilimcilerine duyulan ihtiya\u00e7 da art\u0131yor. E\u011fer veri bilimi alan\u0131nda kariyer yapmak istiyorsan\u0131z, 2025'te \u00f6ne \u00e7\u0131kmak i\u00e7in \u015fu ipu\u00e7lar\u0131n\u0131 g\u00f6z \u00f6n\u00fcnde bulundurman\u0131z \u00f6nemlidir.\",\"breadcrumb\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/data-science-basitlestirilmis-2025te-gelecek-vaat-eden-veri-bilimcileri-icin-ipuclari\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/data-science-basitlestirilmis-2025te-gelecek-vaat-eden-veri-bilimcileri-icin-ipuclari\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/data-science-basitlestirilmis-2025te-gelecek-vaat-eden-veri-bilimcileri-icin-ipuclari\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Anasayfa\",\"item\":\"https:\/\/fatihsoysal.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Data Science Basitle\u015ftirilmi\u015f: 2025&#8217;te Gelecek Vaat Eden Veri Bilimcileri \u0130\u00e7in \u0130pu\u00e7lar\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":"Data Science Basitle\u015ftirilmi\u015f: 2025'te Gelecek Vaat Eden Veri Bilimcileri \u0130\u00e7in \u0130pu\u00e7lar\u0131","description":"Veri bilimi, g\u00fcn\u00fcm\u00fcz d\u00fcnyas\u0131nda giderek daha \u00f6nemli hale geliyor. Veri miktar\u0131n\u0131n h\u0131zla artmas\u0131yla, bu verileri anlamland\u0131rmak ve i\u015fletmelerin daha iyi kararlar almas\u0131na yard\u0131mc\u0131 olmak i\u00e7in veri bilimcilerine duyulan ihtiya\u00e7 da art\u0131yor. E\u011fer veri bilimi alan\u0131nda kariyer yapmak istiyorsan\u0131z, 2025'te \u00f6ne \u00e7\u0131kmak i\u00e7in \u015fu ipu\u00e7lar\u0131n\u0131 g\u00f6z \u00f6n\u00fcnde bulundurman\u0131z \u00f6nemlidir.","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\/data-science-basitlestirilmis-2025te-gelecek-vaat-eden-veri-bilimcileri-icin-ipuclari\/","og_locale":"tr_TR","og_type":"article","og_title":"Data Science Basitle\u015ftirilmi\u015f: 2025'te Gelecek Vaat Eden Veri Bilimcileri \u0130\u00e7in \u0130pu\u00e7lar\u0131","og_description":"Veri bilimi, g\u00fcn\u00fcm\u00fcz d\u00fcnyas\u0131nda giderek daha \u00f6nemli hale geliyor. Veri miktar\u0131n\u0131n h\u0131zla artmas\u0131yla, bu verileri anlamland\u0131rmak ve i\u015fletmelerin daha iyi kararlar almas\u0131na yard\u0131mc\u0131 olmak i\u00e7in veri bilimcilerine duyulan ihtiya\u00e7 da art\u0131yor. E\u011fer veri bilimi alan\u0131nda kariyer yapmak istiyorsan\u0131z, 2025'te \u00f6ne \u00e7\u0131kmak i\u00e7in \u015fu ipu\u00e7lar\u0131n\u0131 g\u00f6z \u00f6n\u00fcnde bulundurman\u0131z \u00f6nemlidir.","og_url":"https:\/\/fatihsoysal.com\/blog\/data-science-basitlestirilmis-2025te-gelecek-vaat-eden-veri-bilimcileri-icin-ipuclari\/","og_site_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","article_published_time":"2024-11-10T18:15:10+00:00","author":"Fatih Soysal","twitter_card":"summary_large_image","twitter_misc":{"Yazan:":"Fatih Soysal","Tahmini okuma s\u00fcresi":"3 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/fatihsoysal.com\/blog\/data-science-basitlestirilmis-2025te-gelecek-vaat-eden-veri-bilimcileri-icin-ipuclari\/#article","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/data-science-basitlestirilmis-2025te-gelecek-vaat-eden-veri-bilimcileri-icin-ipuclari\/"},"author":{"name":"Fatih Soysal","@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"headline":"Data Science Basitle\u015ftirilmi\u015f: 2025&#8217;te Gelecek Vaat Eden Veri Bilimcileri \u0130\u00e7in \u0130pu\u00e7lar\u0131","datePublished":"2024-11-10T18:15:10+00:00","mainEntityOfPage":{"@id":"https:\/\/fatihsoysal.com\/blog\/data-science-basitlestirilmis-2025te-gelecek-vaat-eden-veri-bilimcileri-icin-ipuclari\/"},"wordCount":689,"commentCount":0,"publisher":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"inLanguage":"tr","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/fatihsoysal.com\/blog\/data-science-basitlestirilmis-2025te-gelecek-vaat-eden-veri-bilimcileri-icin-ipuclari\/#respond"]}],"copyrightYear":"2024","copyrightHolder":{"@id":"https:\/\/fatihsoysal.com\/blog\/#organization"}},{"@type":"WebPage","@id":"https:\/\/fatihsoysal.com\/blog\/data-science-basitlestirilmis-2025te-gelecek-vaat-eden-veri-bilimcileri-icin-ipuclari\/","url":"https:\/\/fatihsoysal.com\/blog\/data-science-basitlestirilmis-2025te-gelecek-vaat-eden-veri-bilimcileri-icin-ipuclari\/","name":"Data Science Basitle\u015ftirilmi\u015f: 2025'te Gelecek Vaat Eden Veri Bilimcileri \u0130\u00e7in \u0130pu\u00e7lar\u0131","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/#website"},"datePublished":"2024-11-10T18:15:10+00:00","description":"Veri bilimi, g\u00fcn\u00fcm\u00fcz d\u00fcnyas\u0131nda giderek daha \u00f6nemli hale geliyor. Veri miktar\u0131n\u0131n h\u0131zla artmas\u0131yla, bu verileri anlamland\u0131rmak ve i\u015fletmelerin daha iyi kararlar almas\u0131na yard\u0131mc\u0131 olmak i\u00e7in veri bilimcilerine duyulan ihtiya\u00e7 da art\u0131yor. E\u011fer veri bilimi alan\u0131nda kariyer yapmak istiyorsan\u0131z, 2025'te \u00f6ne \u00e7\u0131kmak i\u00e7in \u015fu ipu\u00e7lar\u0131n\u0131 g\u00f6z \u00f6n\u00fcnde bulundurman\u0131z \u00f6nemlidir.","breadcrumb":{"@id":"https:\/\/fatihsoysal.com\/blog\/data-science-basitlestirilmis-2025te-gelecek-vaat-eden-veri-bilimcileri-icin-ipuclari\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/fatihsoysal.com\/blog\/data-science-basitlestirilmis-2025te-gelecek-vaat-eden-veri-bilimcileri-icin-ipuclari\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/fatihsoysal.com\/blog\/data-science-basitlestirilmis-2025te-gelecek-vaat-eden-veri-bilimcileri-icin-ipuclari\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Anasayfa","item":"https:\/\/fatihsoysal.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Data Science Basitle\u015ftirilmi\u015f: 2025&#8217;te Gelecek Vaat Eden Veri Bilimcileri \u0130\u00e7in \u0130pu\u00e7lar\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\/3541","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=3541"}],"version-history":[{"count":0,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts\/3541\/revisions"}],"wp:attachment":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/media?parent=3541"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/categories?post=3541"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/tags?post=3541"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}