{"id":2809,"date":"2025-10-19T19:38:33","date_gmt":"2025-10-19T19:38:33","guid":{"rendered":"https:\/\/umitunker.com\/kurslar\/musteri-davranis-analizi\/dersler\/veri-analiz-araclari-ve-yazilimlari\/"},"modified":"2025-10-27T09:54:09","modified_gmt":"2025-10-27T09:54:09","slug":"veri-analiz-araclari-ve-yazilimlari","status":"publish","type":"lesson","link":"https:\/\/umitunker.com\/en\/kurslar\/musteri-davranis-analizi\/dersler\/veri-analiz-araclari-ve-yazilimlari\/","title":{"rendered":"Veri Analiz Ara\u00e7lar\u0131 ve Yaz\u0131l\u0131mlar\u0131"},"content":{"rendered":"<p>Bu derste, m\u00fc\u015fteri verilerini etkili bir \u015fekilde analiz etmek ve bu verilerden de\u011ferli i\u00e7g\u00f6r\u00fcler elde etmek i\u00e7in kullan\u0131lan pop\u00fcler ara\u00e7lar ve yaz\u0131l\u0131mlar hakk\u0131nda kapsaml\u0131 bir bilgi birikimi edineceksiniz. SPSS, Excel ve Tableau gibi yayg\u0131n olarak kullan\u0131lan yaz\u0131l\u0131mlar\u0131n temel ve ileri d\u00fczey \u00f6zelliklerini ke\u015ffederek, analiz s\u00fcre\u00e7lerinizi nas\u0131l optimize edebilece\u011finizi \u00f6\u011freneceksiniz. SPSS ile istatistiksel analizler yaparak verilerinizi daha bilimsel bir yakla\u015f\u0131mla inceleyebilir, Excel ile verilerinizi d\u00fczenleyip g\u00f6rselle\u015ftirerek daha anla\u015f\u0131l\u0131r raporlar olu\u015fturabilir ve Tableau ile de veri g\u00f6rselle\u015ftirmeleri yaparak karma\u015f\u0131k bilgileri etkili bir \u015fekilde sunabilirsiniz. Bu ara\u00e7lar\u0131n her birinin g\u00fc\u00e7l\u00fc y\u00f6nlerini tan\u0131yacak ve i\u015f ihtiya\u00e7lar\u0131n\u0131za en uygun \u00e7\u00f6z\u00fcm\u00fc nas\u0131l se\u00e7ece\u011finizi \u00f6\u011freneceksiniz. E\u011fitimin sonunda, m\u00fc\u015fteri verilerinden stratejik kararlar alman\u0131za olanak tan\u0131yacak derinlemesine analizler ger\u00e7ekle\u015ftirebilme yetkinli\u011fine sahip olacaks\u0131n\u0131z.<\/p>","protected":false},"comment_status":"open","ping_status":"closed","template":"","meta":{"googlesitekit_rrm_CAow_MC7DA:productID":"","_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}}},"class_list":["post-2809","lesson","type-lesson","status-publish","has-post-thumbnail","hentry"],"aioseo_notices":[],"uagb_featured_image_src":[],"uagb_author_info":{"display_name":"umitunker","author_link":"https:\/\/umitunker.com\/en\/author\/"},"uagb_comment_info":0,"uagb_excerpt":"Bu derste, m\u00fc\u015fteri verilerini etkili bir \u015fekilde analiz etmek ve bu verilerden de\u011ferli i\u00e7g\u00f6r\u00fcler elde etmek i\u00e7in kullan\u0131lan pop\u00fcler ara\u00e7lar ve yaz\u0131l\u0131mlar hakk\u0131nda kapsaml\u0131 bir bilgi birikimi edineceksiniz. SPSS, Excel ve Tableau gibi yayg\u0131n olarak kullan\u0131lan yaz\u0131l\u0131mlar\u0131n temel ve ileri d\u00fczey \u00f6zelliklerini ke\u015ffederek, analiz s\u00fcre\u00e7lerinizi nas\u0131l optimize edebilece\u011finizi \u00f6\u011freneceksiniz. SPSS ile istatistiksel analizler yaparak verilerinizi&hellip;","aioseo_head":"\n\t\t<!-- All in One SEO Pro 4.9.6.2 - aioseo.com -->\n\t<meta name=\"description\" content=\"Bu derste, m\u00fc\u015fteri verilerini etkili bir \u015fekilde analiz etmek ve bu verilerden de\u011ferli i\u00e7g\u00f6r\u00fcler elde etmek i\u00e7in kullan\u0131lan pop\u00fcler ara\u00e7lar ve yaz\u0131l\u0131mlar hakk\u0131nda kapsaml\u0131 bir bilgi birikimi edineceksiniz. SPSS, Excel ve Tableau gibi yayg\u0131n olarak kullan\u0131lan yaz\u0131l\u0131mlar\u0131n temel ve ileri d\u00fczey \u00f6zelliklerini ke\u015ffederek, analiz s\u00fcre\u00e7lerinizi nas\u0131l optimize edebilece\u011finizi \u00f6\u011freneceksiniz. 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SPSS, Excel ve Tableau gibi yayg\u0131n olarak kullan\u0131lan yaz\u0131l\u0131mlar\u0131n temel ve ileri d\u00fczey \u00f6zelliklerini ke\u015ffederek, analiz s\u00fcre\u00e7lerinizi nas\u0131l optimize edebilece\u011finizi \u00f6\u011freneceksiniz. 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SPSS, Excel ve Tableau gibi yayg\u0131n olarak kullan\u0131lan yaz\u0131l\u0131mlar\u0131n temel ve ileri d\u00fczey \u00f6zelliklerini ke\u015ffederek, analiz s\u00fcre\u00e7lerinizi nas\u0131l optimize edebilece\u011finizi \u00f6\u011freneceksiniz. 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