{"id":161,"date":"2025-12-02T20:45:16","date_gmt":"2025-12-02T20:45:16","guid":{"rendered":"https:\/\/erendogu.com\/?p=161"},"modified":"2026-05-01T12:31:03","modified_gmt":"2026-05-01T12:31:03","slug":"veri-bilimi-ve-buyuk-veri-is-dunyasinda-yeni-ufuklar","status":"publish","type":"post","link":"https:\/\/erendogu.com\/tr\/veri-bilimi-ve-buyuk-veri-is-dunyasinda-yeni-ufuklar\/","title":{"rendered":"Veri Bilimi ve B\u00fcy\u00fck Veri: \u0130\u015f D\u00fcnyas\u0131nda Yeni Ufuklar"},"content":{"rendered":"<p class=\"wp-block-paragraph\">G\u00fcn\u00fcm\u00fcz i\u015f d\u00fcnyas\u0131nda veri, yeni petrol olarak adland\u0131r\u0131l\u0131yor. \u0130\u015fletmeler, her ge\u00e7en g\u00fcn artan miktarda veri \u00fcretiyor ve bu verileri anlamland\u0131rmak, rekabet avantaj\u0131 elde etmek i\u00e7in kritik \u00f6neme sahip. Veri bilimi ve b\u00fcy\u00fck veri teknolojileri, bu karma\u015f\u0131k veri y\u0131\u011f\u0131nlar\u0131n\u0131 analiz ederek de\u011ferli i\u00e7g\u00f6r\u00fcler elde etmemizi sa\u011fl\u0131yor.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Veri Bilimi Nedir?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Veri bilimi, istatistik, bilgisayar bilimi ve alan uzmanl\u0131\u011f\u0131n\u0131 bir araya getirerek b\u00fcy\u00fck veri k\u00fcmelerinden anlaml\u0131 bilgiler \u00e7\u0131karmay\u0131 ama\u00e7layan disiplinleraras\u0131 bir aland\u0131r. Veri bilimciler, veri toplama, temizleme, analiz etme, modelleme ve sonu\u00e7lar\u0131 yorumlama gibi s\u00fcre\u00e7leri y\u00f6netirler. Ama\u00e7, veriye dayal\u0131 kararlar alarak i\u015f s\u00fcre\u00e7lerini optimize etmek ve yeni f\u0131rsatlar yaratmakt\u0131r.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">B\u00fcy\u00fck Veri Teknolojileri<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">B\u00fcy\u00fck veri, geleneksel veri i\u015fleme y\u00f6ntemleriyle y\u00f6netilemeyecek kadar b\u00fcy\u00fck, h\u0131zl\u0131 ve \u00e7e\u015fitli veri k\u00fcmelerini ifade eder. Hadoop, Spark, NoSQL veritabanlar\u0131 gibi b\u00fcy\u00fck veri teknolojileri, bu t\u00fcr verileri depolamak, i\u015flemek ve analiz etmek i\u00e7in kullan\u0131l\u0131r. Bu teknolojiler, i\u015fletmelerin devasa veri setlerinden ger\u00e7ek zamanl\u0131 i\u00e7g\u00f6r\u00fcler elde etmesini sa\u011flar.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0130\u015f D\u00fcnyas\u0131nda Uygulama Alanlar\u0131<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Veri bilimi ve b\u00fcy\u00fck veri, bir\u00e7ok sekt\u00f6rde geni\u015f uygulama alanlar\u0131na sahiptir:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Pazarlama:<\/strong> M\u00fc\u015fteri davran\u0131\u015flar\u0131n\u0131 analiz ederek ki\u015fiselle\u015ftirilmi\u015f pazarlama kampanyalar\u0131 olu\u015fturma, m\u00fc\u015fteri segmentasyonu.<\/li>\n\n\n\n<li><strong>Finans:<\/strong> Doland\u0131r\u0131c\u0131l\u0131k tespiti, risk y\u00f6netimi, algoritmik ticaret.<\/li>\n\n\n\n<li><strong>Sa\u011fl\u0131k:<\/strong> Hastal\u0131k te\u015fhisi, ila\u00e7 geli\u015ftirme, ki\u015fiselle\u015ftirilmi\u015f tedavi planlar\u0131.<\/li>\n\n\n\n<li><strong>\u00dcretim:<\/strong> \u00dcretim s\u00fcre\u00e7lerinin optimizasyonu, ar\u0131za tahmini, kalite kontrol\u00fc.<\/li>\n\n\n\n<li><strong>Perakende:<\/strong> Talep tahmini, envanter y\u00f6netimi, fiyat optimizasyonu.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Yapay Zeka ve Makine \u00d6\u011frenimi ile Entegrasyon<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Veri bilimi, yapay zeka ve makine \u00f6\u011frenimi algoritmalar\u0131 i\u00e7in temel olu\u015fturur. Veri bilimciler, toplad\u0131klar\u0131 ve analiz ettikleri verileri kullanarak makine \u00f6\u011frenimi modellerini e\u011fitirler.<\/p>","protected":false},"excerpt":{"rendered":"<p>G\u00fcn\u00fcm\u00fcz i\u015f d\u00fcnyas\u0131nda veri, yeni petrol olarak adland\u0131r\u0131l\u0131yor. \u0130\u015fletmeler, her ge\u00e7en g\u00fcn artan miktarda veri \u00fcretiyor ve bu verileri anlamland\u0131rmak, rekabet avantaj\u0131 elde etmek i\u00e7in kritik \u00f6neme sahip. Veri bilimi ve b\u00fcy\u00fck veri teknolojileri, bu karma\u015f\u0131k veri y\u0131\u011f\u0131nlar\u0131n\u0131 analiz ederek de\u011ferli i\u00e7g\u00f6r\u00fcler elde etmemizi sa\u011fl\u0131yor. Veri Bilimi Nedir? Veri bilimi, istatistik, bilgisayar bilimi ve alan [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_gspb_post_css":"","om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"wpai_generated_summary":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[43],"tags":[14,37,22,19],"class_list":["post-161","post","type-post","status-publish","format-standard","hentry","category-mini-yazilar","tag-analiz","tag-girisimcilik","tag-google","tag-yazilim"],"blocksy_meta":{"styles_descriptor":{"styles":{"desktop":"","tablet":"","mobile":""},"google_fonts":[],"version":7}},"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/erendogu.com\/tr\/wp-json\/wp\/v2\/posts\/161","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/erendogu.com\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/erendogu.com\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/erendogu.com\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/erendogu.com\/tr\/wp-json\/wp\/v2\/comments?post=161"}],"version-history":[{"count":1,"href":"https:\/\/erendogu.com\/tr\/wp-json\/wp\/v2\/posts\/161\/revisions"}],"predecessor-version":[{"id":162,"href":"https:\/\/erendogu.com\/tr\/wp-json\/wp\/v2\/posts\/161\/revisions\/162"}],"wp:attachment":[{"href":"https:\/\/erendogu.com\/tr\/wp-json\/wp\/v2\/media?parent=161"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/erendogu.com\/tr\/wp-json\/wp\/v2\/categories?post=161"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/erendogu.com\/tr\/wp-json\/wp\/v2\/tags?post=161"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}