{"id":6291,"date":"2025-07-21T12:06:41","date_gmt":"2025-07-21T09:06:41","guid":{"rendered":"https:\/\/cynoks.com\/?page_id=6291"},"modified":"2025-07-21T12:43:06","modified_gmt":"2025-07-21T09:43:06","slug":"veri-muhendisigi","status":"publish","type":"page","link":"https:\/\/www.cynoks.com\/en\/hizmetler\/veri-muhendisigi\/","title":{"rendered":"Veri M\u00fchendisli\u011fi"},"content":{"rendered":"
\n\t\t\t\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t

Veri M\u00fchendisli\u011fi Hizmetlerimiz<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\tHam verilerinizi eyleme d\u00f6n\u00fc\u015ft\u00fcr\u00fclebilir i\u00e7g\u00f6r\u00fclere d\u00f6n\u00fc\u015ft\u00fcrmek i\u00e7in tasarlanm\u0131\u015f u\u00e7tan uca veri dan\u0131\u015fmanl\u0131\u011f\u0131 hizmetleri sunuyoruz. \u0130ster s\u0131f\u0131rdan kuruyor ister mevcut sistemlerinizi optimize ediyor olun, a\u00e7\u0131k kaynakl\u0131 veya kurumsal s\u0131n\u0131f \u00e7\u00f6z\u00fcmler kullanarak \u015firket i\u00e7i veya bulutta veri ekosisteminizin t\u00fcm potansiyelinden yararlanman\u0131za yard\u0131mc\u0131 oluyoruz.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t

\u0130\u015f Zekas\u0131 ve Veri G\u00f6rselle\u015ftirme<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

Verileri eri\u015filebilir, anla\u015f\u0131labilir ve etkili hale getirin. Payda\u015flar\u0131n performans\u0131 izlemesini, e\u011filimleri belirlemesini ve veriye dayal\u0131 kararlar almas\u0131n\u0131 sa\u011flayan i\u015f zekas\u0131 ve raporlama sistemleri geli\u015ftiriyoruz.<\/p>

Yakla\u015f\u0131m\u0131m\u0131z \u015funlar\u0131 i\u00e7erir:<\/p>

  • Raporlama \u00e7er\u00e7evelerinin tasarlanmas\u0131 ve uygulanmas\u0131<\/li>
  • Kullan\u0131c\u0131 ihtiya\u00e7lar\u0131na g\u00f6re uyarlanm\u0131\u015f g\u00f6sterge tablolar\u0131n\u0131n olu\u015fturulmas\u0131<\/li>
  • Temel performans g\u00f6stergelerinin (KPI’lar) olu\u015fturulmas\u0131<\/li>
  • Ekipler aras\u0131nda self servis analitik k\u00fclt\u00fcr\u00fcn\u00fcn etkinle\u015ftirilmesi<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
    \n\t\t\t\t\t\t
    \n\t\t\t\t\t
    \n\t\t\t
    \n\t\t\t\t\t\t
    \n\t\t\t\t
    \n\t\t\t\t\t

    Veri Mimarisi ve Platform Tasar\u0131m\u0131<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
    \n\t\t\t\t\t\t
    \n\t\t\t\t\t
    \n\t\t\t
    \n\t\t\t\t\t\t
    \n\t\t\t\t
    \n\t\t\t\t\t\t\t\t\t

    \u0130ster \u015firket i\u00e7i, ister hibrit veya tamamen bulut tabanl\u0131 olsun, \u00f6l\u00e7eklenebilir, g\u00fcvenilir ve i\u015f gereksinimlerinizle uyumlu modern veri altyap\u0131lar\u0131 olu\u015fturuyoruz.<\/p>

    Ne sa\u011fl\u0131yoruz?<\/p>

    • Veri Ambarlar\u0131 ve Veri G\u00f6lleri i\u00e7in Mimari<\/li>
    • Yap\u0131land\u0131r\u0131lm\u0131\u015f ve yap\u0131land\u0131r\u0131lmam\u0131\u015f verilerin entegrasyonu<\/li>
    • Metadata y\u00f6netimi ve y\u00f6neti\u015fim stratejileri<\/li>
    • Platform se\u00e7imi ve sat\u0131c\u0131dan ba\u011f\u0131ms\u0131z rehberlik<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
      \n\t\t\t\t\t\t
      \n\t\t\t\t\t
      \n\t\t\t
      \n\t\t\t\t\t\t
      \n\t\t\t\t
      \n\t\t\t\t\t

      Veritaban\u0131 Tasar\u0131m\u0131 ve Optimizasyonu<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
      \n\t\t\t\t
      \n\t\t\t\t\t\t\t\t\t

      \u0130yi tasarlanm\u0131\u015f bir veritaban\u0131, performans ve g\u00fcvenilirli\u011fin temelidir. \u0130\u015f y\u00fck\u00fcn\u00fcze ve eri\u015fim ihtiya\u00e7lar\u0131n\u0131za g\u00f6re uyarlanm\u0131\u015f verimli, \u00f6l\u00e7eklenebilir ve g\u00fcvenli veritabanlar\u0131 olu\u015fturuyoruz.<\/p>

      Dan\u0131\u015fmanl\u0131k \u015funlar\u0131 i\u00e7erir:<\/p>

      • Mant\u0131ksal ve fiziksel veri modelleme<\/li>
      • Veri normalle\u015ftirme ve \u015fema tasar\u0131m\u0131<\/li>
      • Performans ayarlama ve indeksleme stratejileri<\/li>
      • Yedekleme, replikasyon ve y\u00fcksek kullan\u0131labilirlik planlamas\u0131<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
        \n\t\t\t\t
        \n\t\t\t\t\t

        Veri Entegrasyonu ve Pipeline Geli\u015ftirme (ETL\/ELT)<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
        \n\t\t\t\t
        \n\t\t\t\t\t\t\t\t\t

        \u00c7e\u015fitli kaynaklardan gelen verileri tek bir do\u011fruluk kayna\u011f\u0131nda birle\u015ftirmenize yard\u0131mc\u0131 oluyoruz. Ekibimiz hem toplu hem de ger\u00e7ek zamanl\u0131 kullan\u0131m durumlar\u0131 i\u00e7in sa\u011flam ve otomatik boru hatlar\u0131 olu\u015fturur.Hizmetler \u015funlar\u0131 i\u00e7erir:<\/p>

        • ETL\/ELT stratejisi ve pipeline tasar\u0131m\u0131<\/li>
        • Birden fazla sistemden veri al\u0131m\u0131<\/li>
        • Veri d\u00f6n\u00fc\u015ft\u00fcrme, temizleme ve zenginle\u015ftirme<\/li>
        • \u0130\u015f ak\u0131\u015f\u0131 d\u00fczenleme ve otomasyon<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
          \n\t\t\t\t\t\t
          \n\t\t\t\t\t
          \n\t\t\t
          \n\t\t\t\t\t\t
          \n\t\t\t\t
          \n\t\t\t\t\t

          Veri D\u00f6n\u00fc\u015f\u00fcm\u00fc ve Kalite Y\u00f6netimi<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
          \n\t\t\t\t\t\t
          \n\t\t\t\t\t
          \n\t\t\t
          \n\t\t\t\t\t\t
          \n\t\t\t\t
          \n\t\t\t\t\t\t\t\t\t

          Kaliteli veri, kaliteli kararlar al\u0131nmas\u0131n\u0131 sa\u011flar. Verilerinizin do\u011fru, temiz ve i\u015f mant\u0131\u011f\u0131 ile uyumlu olmas\u0131n\u0131 sa\u011fl\u0131yoruz.<\/p>

          Odakland\u0131\u011f\u0131m\u0131z konular:<\/p>

          • Veri temizleme ve do\u011frulama<\/li>
          • \u0130\u015f kural\u0131 uygulamas\u0131<\/li>
          • M\u00fckerrerlerin ve eksik de\u011ferlerin ele al\u0131nmas\u0131<\/li>
          • S\u00fcrekli veri kalitesi izleme<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
            \n\t\t\t\t\t\t
            \n\t\t\t\t\t
            \n\t\t\t
            \n\t\t\t\t\t\t
            \n\t\t\t\t
            \n\t\t\t\t\t

            Analitik ve Semantik Veri Modelleme<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
            \n\t\t\t\t\t\t
            \n\t\t\t\t\t
            \n\t\t\t
            \n\t\t\t\t\t\t
            \n\t\t\t\t
            \n\t\t\t\t\t\t\t\t\t

            \u0130\u015f mant\u0131\u011f\u0131n\u0131z\u0131 yans\u0131tan ve platformlar aras\u0131nda performans\u0131 art\u0131ran iyi yap\u0131land\u0131r\u0131lm\u0131\u015f modellerle ham verileri analitik varl\u0131klara d\u00f6n\u00fc\u015ft\u00fcr\u00fcn.<\/p>

            Modelleme hizmetleri \u015funlar\u0131 kapsar:<\/p>


            • Boyutsal ve normalle\u015ftirilmi\u015f modeller (Star\/Snowflake\/Data Vault)<\/li>
            • \u0130\u015f kullan\u0131m\u0131 ile uyumlu mant\u0131ksal ve kavramsal tasar\u0131m<\/li>
            • Raporlama ve analitik i\u00e7in anlamsal katman<\/li>
            • S\u00fcr\u00fcm olu\u015fturma ve ge\u00e7mi\u015f veri de\u011fi\u015fikliklerini i\u015fleme<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
              \n\t\t\t\t\t\t
              \n\t\t\t\t\t
              \n\t\t\t
              \n\t\t\t\t\t\t
              \n\t\t\t\t
              \n\t\t\t\t\t

              Tahmin ve Uygulamal\u0131 Makine \u00d6\u011frenimi<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
              \n\t\t\t\t\t\t
              \n\t\t\t\t\t
              \n\t\t\t
              \n\t\t\t\t\t\t
              \n\t\t\t\t
              \n\t\t\t\t\t\t\t\t\t

              Geriye d\u00f6n\u00fck g\u00f6r\u00fc\u015ften \u00f6ng\u00f6r\u00fcye ge\u00e7in. Trendleri tahmin etmekten kararlar\u0131 otomatikle\u015ftirmeye kadar kullan\u0131m durumlar\u0131n\u0131za g\u00f6re uyarlanm\u0131\u015f \u00f6ng\u00f6r\u00fcc\u00fc ve kuralc\u0131 modeller geli\u015ftiriyoruz.<\/p>

              Size \u015fu konularda yard\u0131mc\u0131 oluyoruz:<\/p>

              • Zaman serileri ve talep tahmini<\/li>
              • Tahmine dayal\u0131 modelleme ve s\u0131n\u0131fland\u0131rma<\/li>
              • M\u00fc\u015fteri segmentasyonu ve puanlama<\/li>
              • Tekrarlanabilir makine \u00f6\u011frenimi i\u015f ak\u0131\u015flar\u0131n\u0131n da\u011f\u0131t\u0131m\u0131<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
                \n\t\t\t\t\t\t
                \n\t\t\t\t\t
                \n\t\t\t
                \n\t\t\t\t\t\t
                \n\t\t\t\t
                \n\t\t\t\t\t

                Optimizasyon ve Karar Bilimi<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
                \n\t\t\t\t\t\t
                \n\t\t\t\t\t
                \n\t\t\t
                \n\t\t\t\t\t\t
                \n\t\t\t\t
                \n\t\t\t\t\t\t\t\t\t

                Optimizasyon teknikleri ve y\u00f6neylem ara\u015ft\u0131rmas\u0131 yoluyla de\u011feri maksimize edin. \u0130\u015f k\u0131s\u0131tlamalar\u0131n\u0131 verimli matematiksel modellere d\u00f6n\u00fc\u015ft\u00fcr\u00fcyoruz.<\/p>

                \u00c7\u0131kt\u0131lar:<\/p>

                • Do\u011frusal ve tam say\u0131l\u0131 programlama modelleri<\/li>
                • Kaynak ve i\u015fg\u00fcc\u00fc optimizasyonu<\/li>
                • Tedarik zinciri ve lojistik optimizasyonu<\/li>
                • Senaryo analizi ve sim\u00fclasyon modellemesi<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"

                  Veri M\u00fchendisli\u011fi Hizmetlerimiz Ham verilerinizi eyleme d\u00f6n\u00fc\u015ft\u00fcr\u00fclebilir i\u00e7g\u00f6r\u00fclere d\u00f6n\u00fc\u015ft\u00fcrmek i\u00e7in tasarlanm\u0131\u015f u\u00e7tan uca veri dan\u0131\u015fmanl\u0131\u011f\u0131 hizmetleri sunuyoruz. \u0130ster s\u0131f\u0131rdan kuruyor ister mevcut sistemlerinizi optimize ediyor olun, a\u00e7\u0131k kaynakl\u0131 veya kurumsal s\u0131n\u0131f \u00e7\u00f6z\u00fcmler kullanarak \u015firket i\u00e7i veya bulutta veri ekosisteminizin t\u00fcm potansiyelinden yararlanman\u0131za yard\u0131mc\u0131 oluyoruz. \u0130\u015f Zekas\u0131 ve Veri G\u00f6rselle\u015ftirme Verileri eri\u015filebilir, anla\u015f\u0131labilir ve etkili hale […]<\/p>","protected":false},"author":2,"featured_media":0,"parent":500,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"om_disable_all_campaigns":false,"inline_featured_image":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"ocean_post_layout":"","ocean_both_sidebars_style":"","ocean_both_sidebars_content_width":0,"ocean_both_sidebars_sidebars_width":0,"ocean_sidebar":"","ocean_second_sidebar":"","ocean_disable_margins":"enable","ocean_add_body_class":"","ocean_shortcode_before_top_bar":"","ocean_shortcode_after_top_bar":"","ocean_shortcode_before_header":"","ocean_shortcode_after_header":"","ocean_has_shortcode":"","ocean_shortcode_after_title":"","ocean_shortcode_before_footer_widgets":"","ocean_shortcode_after_footer_widgets":"","ocean_shortcode_before_footer_bottom":"","ocean_shortcode_after_footer_bottom":"","ocean_display_top_bar":"default","ocean_display_header":"default","ocean_header_style":"","ocean_center_header_left_menu":"","ocean_custom_header_template":"","ocean_custom_logo":0,"ocean_custom_retina_logo":0,"ocean_custom_logo_max_width":0,"ocean_custom_logo_tablet_max_width":0,"ocean_custom_logo_mobile_max_width":0,"ocean_custom_logo_max_height":0,"ocean_custom_logo_tablet_max_height":0,"ocean_custom_logo_mobile_max_height":0,"ocean_header_custom_menu":"","ocean_menu_typo_font_family":"","ocean_menu_typo_font_subset":"","ocean_menu_typo_font_size":0,"ocean_menu_typo_font_size_tablet":0,"ocean_menu_typo_font_size_mobile":0,"ocean_menu_typo_font_size_unit":"px","ocean_menu_typo_font_weight":"","ocean_menu_typo_font_weight_tablet":"","ocean_menu_typo_font_weight_mobile":"","ocean_menu_typo_transform":"","ocean_menu_typo_transform_tablet":"","ocean_menu_typo_transform_mobile":"","ocean_menu_typo_line_height":0,"ocean_menu_typo_line_height_tablet":0,"ocean_menu_typo_line_height_mobile":0,"ocean_menu_typo_line_height_unit":"","ocean_menu_typo_spacing":0,"ocean_menu_typo_spacing_tablet":0,"ocean_menu_typo_spacing_mobile":0,"ocean_menu_typo_spacing_unit":"","ocean_menu_link_color":"","ocean_menu_link_color_hover":"","ocean_menu_link_color_active":"","ocean_menu_link_background":"","ocean_menu_link_hover_background":"","ocean_menu_link_active_background":"","ocean_menu_social_links_bg":"","ocean_menu_social_hover_links_bg":"","ocean_menu_social_links_color":"","ocean_menu_social_hover_links_color":"","ocean_disable_title":"default","ocean_disable_heading":"default","ocean_post_title":"","ocean_post_subheading":"","ocean_post_title_style":"","ocean_post_title_background_color":"","ocean_post_title_background":0,"ocean_post_title_bg_image_position":"","ocean_post_title_bg_image_attachment":"","ocean_post_title_bg_image_repeat":"","ocean_post_title_bg_image_size":"","ocean_post_title_height":0,"ocean_post_title_bg_overlay":0.5,"ocean_post_title_bg_overlay_color":"","ocean_disable_breadcrumbs":"default","ocean_breadcrumbs_color":"","ocean_breadcrumbs_separator_color":"","ocean_breadcrumbs_links_color":"","ocean_breadcrumbs_links_hover_color":"","ocean_display_footer_widgets":"default","ocean_display_footer_bottom":"default","ocean_custom_footer_template":"","two_page_speed":[],"footnotes":""},"class_list":["post-6291","page","type-page","status-publish","hentry","entry"],"_links":{"self":[{"href":"https:\/\/www.cynoks.com\/en\/wp-json\/wp\/v2\/pages\/6291","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.cynoks.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.cynoks.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.cynoks.com\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.cynoks.com\/en\/wp-json\/wp\/v2\/comments?post=6291"}],"version-history":[{"count":29,"href":"https:\/\/www.cynoks.com\/en\/wp-json\/wp\/v2\/pages\/6291\/revisions"}],"predecessor-version":[{"id":6321,"href":"https:\/\/www.cynoks.com\/en\/wp-json\/wp\/v2\/pages\/6291\/revisions\/6321"}],"up":[{"embeddable":true,"href":"https:\/\/www.cynoks.com\/en\/wp-json\/wp\/v2\/pages\/500"}],"wp:attachment":[{"href":"https:\/\/www.cynoks.com\/en\/wp-json\/wp\/v2\/media?parent=6291"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}