{"id":37,"date":"2026-06-25T17:07:08","date_gmt":"2026-06-25T14:07:08","guid":{"rendered":"https:\/\/ticaret.edu.tr\/veri-bilimi-ve-analitigi\/?page_id=37"},"modified":"2026-07-16T16:48:39","modified_gmt":"2026-07-16T13:48:39","slug":"program-ogretim-ciktilari","status":"publish","type":"page","link":"https:\/\/ticaret.edu.tr\/veri-bilimi-ve-analitigi\/program-ogretim-ciktilari\/","title":{"rendered":"Program \u00d6\u011fretim \u00c7\u0131kt\u0131lar\u0131"},"content":{"rendered":"<p><strong>Veri Bilimi ve Analiti\u011fi Program \u00d6\u011frenme \u00c7\u0131kt\u0131lar\u0131 (P\u00d6\u00c7)<\/strong><br \/>\n<strong>P\u00d6\u00c7-1.<\/strong> Matematik, istatistik, bilgisayar bilimi ve veri bilimi alanlar\u0131ndaki kuramsal bilgileri kullanarak veri odakl\u0131 problemleri analiz eder ve \u00e7\u00f6z\u00fcm geli\u015ftirir.<br \/>\n<strong>P\u00d6\u00c7-2.<\/strong> Farkl\u0131 kaynaklardan elde edilen yap\u0131land\u0131r\u0131lm\u0131\u015f ve yap\u0131land\u0131r\u0131lmam\u0131\u015f verileri toplar, temizler, b\u00fct\u00fcnle\u015ftirir, d\u00f6n\u00fc\u015ft\u00fcr\u00fcr ve analiz i\u00e7in haz\u0131rlar.<br \/>\n<strong>P\u00d6\u00c7-3.<\/strong> Programlama dilleri, veri taban\u0131 y\u00f6netim sistemleri ve veri i\u015fleme teknolojilerini kullanarak veri analiti\u011fi uygulamalar\u0131 geli\u015ftirir.<br \/>\n<strong>P\u00d6\u00c7-4.<\/strong> Betimleyici, \u00e7\u0131kar\u0131msal ve kestirimsel istatistik y\u00f6ntemlerini uygun veri setlerine uygular, sonu\u00e7lar\u0131 bilimsel olarak yorumlar ve raporlar.<br \/>\n<strong>P\u00d6\u00c7-5.<\/strong> Makine \u00f6\u011frenmesi, yapay zek\u00e2 ve veri madencili\u011fi y\u00f6ntemlerini kullanarak tahmin, s\u0131n\u0131fland\u0131rma, k\u00fcmeleme ve optimizasyon modelleri geli\u015ftirir ve de\u011ferlendirir.<br \/>\n<strong>P\u00d6\u00c7-6.<\/strong> B\u00fcy\u00fck veri, bulut bili\u015fim ve da\u011f\u0131t\u0131k veri i\u015fleme teknolojilerini kullanarak y\u00fcksek hacimli verileri etkin bi\u00e7imde y\u00f6netir ve analiz eder.<br \/>\n<strong>P\u00d6\u00c7-7.<\/strong> Veri g\u00f6rselle\u015ftirme ve i\u015f zek\u00e2s\u0131 ara\u00e7lar\u0131n\u0131 kullanarak analiz sonu\u00e7lar\u0131n\u0131 farkl\u0131 payda\u015flar\u0131n karar verme s\u00fcre\u00e7lerini destekleyecek \u015fekilde sunar.<br \/>\n<strong>P\u00d6\u00c7-8.<\/strong> Veri g\u00fcvenli\u011fi, ki\u015fisel verilerin korunmas\u0131, bilgi g\u00fcvenli\u011fi, etik ilkeler ve yapay zek\u00e2 eti\u011fi do\u011frultusunda mesleki sorumluluk bilinciyle hareket eder.<br \/>\n<strong>P\u00d6\u00c7-9.<\/strong> \u0130\u015fletme, finans, sa\u011fl\u0131k, \u00fcretim, kamu ve di\u011fer sekt\u00f6rlerde kar\u015f\u0131la\u015f\u0131lan ger\u00e7ek ya\u015fam problemlerine veri temelli analitik \u00e7\u00f6z\u00fcmler geli\u015ftirir.<br \/>\n<strong>P\u00d6\u00c7-10.<\/strong> Disiplinleraras\u0131 ekiplerde etkin g\u00f6rev al\u0131r; proje y\u00f6netimi, giri\u015fimcilik, yaz\u0131l\u0131, s\u00f6zl\u00fc ve dijital ileti\u015fim becerilerini kullanarak mesleki \u00e7al\u0131\u015fmalar y\u00fcr\u00fct\u00fcr.<br \/>\n<strong>P\u00d6\u00c7-11.<\/strong> Ele\u015ftirel d\u00fc\u015f\u00fcnme, analitik muhakeme ve ya\u015fam boyu \u00f6\u011frenme anlay\u0131\u015f\u0131yla alan\u0131ndaki g\u00fcncel teknolojileri ve bilimsel geli\u015fmeleri izler, kendini s\u00fcrekli geli\u015ftirir.<br \/>\n<strong>P\u00d6\u00c7-12.<\/strong> Veri analiti\u011fi projelerinde geli\u015ftirilen modelleri do\u011fruluk, g\u00fcvenilirlik, a\u00e7\u0131klanabilirlik, s\u00fcrd\u00fcr\u00fclebilirlik ve toplumsal etki a\u00e7\u0131s\u0131ndan de\u011ferlendirerek s\u00fcrekli iyile\u015ftirme yakla\u015f\u0131m\u0131n\u0131 benimser.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Veri Bilimi ve Analiti\u011fi Program \u00d6\u011frenme \u00c7\u0131kt\u0131lar\u0131 (P\u00d6\u00c7) P\u00d6\u00c7-1. Matematik, istatistik, bilgisayar bilimi ve veri bilimi alanlar\u0131ndaki kuramsal bilgileri kullanarak veri odakl\u0131 problemleri analiz eder ve \u00e7\u00f6z\u00fcm geli\u015ftirir. P\u00d6\u00c7-2. Farkl\u0131 kaynaklardan elde edilen yap\u0131land\u0131r\u0131lm\u0131\u015f ve yap\u0131land\u0131r\u0131lmam\u0131\u015f verileri toplar, temizler, b\u00fct\u00fcnle\u015ftirir, d\u00f6n\u00fc\u015ft\u00fcr\u00fcr ve analiz i\u00e7in haz\u0131rlar. P\u00d6\u00c7-3. Programlama dilleri, veri taban\u0131 y\u00f6netim sistemleri ve veri i\u015fleme [&hellip;]<\/p>\n","protected":false},"author":228,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"genel_sayfa.php","meta":{"footnotes":""},"class_list":["post-37","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.1 (Yoast SEO v22.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Program \u00d6\u011fretim \u00c7\u0131kt\u0131lar\u0131 - Veri Bilimi ve Analiti\u011fi<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ticaret.edu.tr\/veri-bilimi-ve-analitigi\/program-ogretim-ciktilari\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Program \u00d6\u011fretim \u00c7\u0131kt\u0131lar\u0131\" \/>\n<meta property=\"og:description\" content=\"Veri Bilimi ve Analiti\u011fi Program \u00d6\u011frenme \u00c7\u0131kt\u0131lar\u0131 (P\u00d6\u00c7) P\u00d6\u00c7-1. 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