{"id":793153,"date":"2022-08-17T11:00:51","date_gmt":"2022-08-17T18:00:51","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/veri-yonetisimi-nedir-ve-en-iyi-uygulamalar\/"},"modified":"2022-08-17T11:00:51","modified_gmt":"2022-08-17T11:00:51","slug":"veri-yonetisimi-nedir-ve-en-iyi-uygulamalar","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/tr\/veri-yonetisimi-nedir-ve-en-iyi-uygulamalar\/","title":{"rendered":"Veri Y\u00f6neti\u015fimi: Nedir ve En \u0130yi Uygulamalar"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">T\u00fcm i\u015fletmeler, verileri nas\u0131l kullanacaklar\u0131n\u0131 belirlemeli ve i\u015f sonu\u00e7lar\u0131n\u0131 desteklemek i\u00e7in verileri y\u00f6netim kurulu genelinde tutarl\u0131 bir \u015fekilde ele almal\u0131d\u0131r. G\u00fcn\u00fcm\u00fczde \u015firketler \u00e7e\u015fitli kaynaklardan muazzam miktarda veri toplamaktad\u0131r ve veri y\u00f6neti\u015fimi risk y\u00f6netimine, de\u011fer maksimizasyonuna ve maliyet azaltmaya yard\u0131mc\u0131 olmaktad\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Veri y\u00f6neti\u015fimi, bir \u015firketin veri varl\u0131klar\u0131n\u0131 y\u00f6netmek ve korumak i\u00e7in ihtiya\u00e7 duydu\u011fu insanlar\u0131, s\u00fcre\u00e7leri ve teknolojik ara\u00e7lar\u0131 i\u00e7erir. Her \u015fey \u015firketinizin toplad\u0131\u011f\u0131 bilgileri nas\u0131l ele ald\u0131\u011f\u0131n\u0131za ba\u011fl\u0131d\u0131r. Etkili oldu\u011funda, verilerin do\u011fru, tutarl\u0131 olmas\u0131n\u0131 ve do\u011fru \u015fekilde y\u00f6netilmesini sa\u011flar.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">T\u00fcm kurum genelinde verilerin y\u00f6netilmesi i\u00e7in bir \u00e7er\u00e7eve olu\u015fturur ve g\u00fcvenilir verilerin etkin bir \u015fekilde kullan\u0131lmas\u0131 i\u00e7in bir f\u0131rsat sa\u011flar. Bu yaz\u0131, veri y\u00f6neti\u015fimini baz\u0131 en iyi uygulamalarla tan\u0131mlamaktad\u0131r.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Veri Y\u00f6neti\u015fimi Nedir?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Veri y\u00f6neti\u015fimi, bir kurulu\u015fun verilerinin y\u00f6netimini, da\u011f\u0131t\u0131m\u0131n\u0131 ve g\u00fcvenli\u011fini kontrol eden i\u015fletmeler taraf\u0131ndan kullan\u0131lan kurallar ve prosed\u00fcrler b\u00fct\u00fcn\u00fcd\u00fcr. G\u00f6revleri \u015funlar\u0131 i\u00e7erir:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Altyap\u0131 ve teknoloji olu\u015fturma.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">S\u00fcre\u00e7lerin ve kurallar\u0131n olu\u015fturulmas\u0131 ve y\u00f6netilmesi.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Bir kurulu\u015ftaki hangi \u00e7al\u0131\u015fanlar\u0131n veya pozisyonlar\u0131n belirli veri t\u00fcrlerini i\u015fleme ve saklama yetkisine ve sorumlulu\u011funa sahip oldu\u011funun belirlenmesi.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Uyumluluk, verilerinizi veya <a href=\"https:\/\/www.questionpro.com\/blog\/data-wrangling\/\">veri<\/a> d\u00fczenlemelerinizi ne kadar iyi y\u00f6netti\u011finize ba\u011fl\u0131d\u0131r. Sistemler, e\u015fyalar\u0131n nas\u0131l depoland\u0131\u011f\u0131na, ta\u015f\u0131nd\u0131\u011f\u0131na ve g\u00fcvende tutuldu\u011funa dikkat edecektir. Ancak insan taraf\u0131 politikalar\u0131n geli\u015ftirilmesini, prosed\u00fcrlerin sa\u011flam olmas\u0131n\u0131, teknolojinin y\u00f6netilmesini ve verilerin g\u00fcvence alt\u0131na al\u0131nmas\u0131n\u0131 sa\u011flar.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Veri y\u00f6neti\u015fiminin temel bile\u015fenleri<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Kurulu\u015flar, iyi kararlar almak s\u00f6z konusu oldu\u011funda iyi bir veri y\u00f6neti\u015fiminden faydalan\u0131r. \u0130yi tasarlanm\u0131\u015f bir program bir y\u00f6neti\u015fim ekibi, bir rehber komite ve veri sorumlular\u0131 i\u00e7erir. Bu ayn\u0131 zamanda verilerin nas\u0131l kullan\u0131laca\u011f\u0131na ili\u015fkin bir kurald\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0130\u015fte uygun veri y\u00f6neti\u015fimi i\u00e7in baz\u0131 temel bile\u015fenler:<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-438348\" src=\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/08\/data-governance-components.jpg\" alt=\"veri\u0307 y\u00f6neti\u0307mi\u0307 bi\u0307le\u015fenleri\u0307\" width=\"992\" height=\"594\"><\/p>\n<ul>\n<li aria-level=\"1\"><b>D\u00fcr\u00fcstl\u00fck:<\/b><span style=\"font-weight: 400;\"> Programdaki herkes veri y\u00f6neti\u015fimi ile ilgili kararlar\u0131n s\u0131n\u0131rlamalar\u0131, zorluklar\u0131 ve di\u011fer etkileri konusunda d\u00fcr\u00fcst ve a\u00e7\u0131k olmal\u0131d\u0131r.<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Veri kalitesi:<\/b><span style=\"font-weight: 400;\"> <a href=\"https:\/\/www.questionpro.com\/blog\/sources-of-data\/\">Veri kaynaklar\u0131n\u0131n<\/a> y\u00f6netimi i\u00e7in temel g\u00f6revi g\u00f6r\u00fcr. Veri odakl\u0131 her kurulu\u015fun temel ta\u015f\u0131 do\u011fru, eksiksiz ve g\u00fcvenilir verilerin toplanmas\u0131d\u0131r. Verilerin y\u00f6neti\u015fimi, y\u00fcksek kalitede ve g\u00fc\u00e7l\u00fc d\u00fczeyde veri gerektirir.<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Verilerin g\u00fcvenli\u011fi:<\/b><span style=\"font-weight: 400;\">  Veri g\u00fcvenli\u011fi, veri kaynaklar\u0131n\u0131n olu\u015fturdu\u011fu risk seviyelerine g\u00f6re veri kaynaklar\u0131n\u0131 kategorize etme ve s\u0131n\u0131fland\u0131rma tekni\u011fidir. Kullan\u0131c\u0131 etkile\u015fimi ile g\u00fcvenlik prosed\u00fcrleri aras\u0131nda g\u00fcvenli bir eri\u015fim kanal\u0131 kurulmas\u0131n\u0131 sa\u011flar.<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Verilerin y\u00f6netimi:<\/b><span style=\"font-weight: 400;\"> Veri kaynaklar\u0131n\u0131n kullan\u0131m\u0131n\u0131 y\u00f6nlendirir, izler ve yard\u0131m sunar ve y\u00fcksek kaliteli verilerin i\u015f kullan\u0131c\u0131lar\u0131na kolay eri\u015febilecekleri bir \u015fekilde uygulanmas\u0131na katk\u0131da bulunur.<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Veri netli\u011fi:<\/b><span style=\"font-weight: 400;\">  Veri g\u00fcvenli\u011fi amac\u0131yla, kurulu\u015fun verilerine eri\u015fen ve bunlar\u0131 kullanan bireyin eylemlerinden sorumlu oldu\u011funu \u00f6ne s\u00fcrer. Kullan\u0131c\u0131lar kurumsal d\u00fcnyada verilerinin nereden geldi\u011fini \u00f6\u011frenebilir.<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">Veri y\u00f6neti\u015fiminin faydalar\u0131<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Veri y\u00f6neti\u015fimi, bir kurulu\u015fun verileri ve bunlar\u0131n nas\u0131l kullan\u0131ld\u0131\u011f\u0131n\u0131 y\u00f6netmesi ve kontrol etmesi i\u00e7in bir dizi yoldur. Verilerin do\u011fru, tutarl\u0131 olmas\u0131n\u0131 ve do\u011fru kullan\u0131lmas\u0131n\u0131 sa\u011flamak i\u00e7in dahili veri standartlar\u0131 ve kurallar\u0131 olu\u015fturmay\u0131 ve bunlar\u0131 uygulamay\u0131 gerektirir. \u0130\u015fte bir \u015firketin sa\u011flam bir veri y\u00f6neti\u015fimi program\u0131ndan elde edebilece\u011fi baz\u0131 faydalar.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Kalite g\u00fcvencesi<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Temiz veri, \u00fcst\u00fcn bir veri y\u00f6neti\u015fimi program\u0131n\u0131n sonucudur. Verilerin denetimi payla\u015f\u0131ld\u0131\u011f\u0131nda, d\u00fczenli olarak temizlenir, g\u00fcncellenir ve at\u0131l\u0131r. Verilerle u\u011fra\u015fmak zordur, ancak veri y\u00f6netimi personeliniz her \u015feyi g\u00fcncel ve ilgili tutarsa, i\u015finiz biraz daha kolay olabilir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0130yi bir veri politikas\u0131, kurulu\u015flar\u0131n faydal\u0131 bilgileri bulup takip etmesine ve i\u015fe yaramaz, eski veya gereksiz bilgileri ortadan kald\u0131rmas\u0131na yard\u0131mc\u0131 olur. Birden fazla ki\u015fi veri girdi\u011finde, baz\u0131lar\u0131 yinelenecek veya yanl\u0131\u015f olacakt\u0131r. Veri politikalar\u0131n\u0131z ekibinizin hatalar\u0131 azaltmas\u0131na ve tek bir y\u00fcksek kaliteli veri kayna\u011f\u0131 \u00fcretmesine yard\u0131mc\u0131 olmal\u0131d\u0131r.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Daha iyi i\u015f kararlar\u0131 alma<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">G\u00fc\u00e7l\u00fc veri y\u00f6neti\u015fimi, bir kurulu\u015f i\u00e7indeki t\u00fcm yetkili kullan\u0131c\u0131lar\u0131n ayn\u0131 verilere eri\u015fmesini sa\u011flayarak bir i\u015fletme i\u00e7inde veri silolar\u0131n\u0131n olu\u015fma potansiyelini ortadan kald\u0131r\u0131r. Bu nedenle, kullan\u0131c\u0131lar ve karar verenler verilere daha y\u00fcksek bir g\u00fcven seviyesine sahip olacak ve sonu\u00e7 olarak, bu bilgilere dayanan kararlara daha fazla inanacaklard\u0131r.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Y\u00f6netmeliklere, yasalara ve end\u00fcstri standartlar\u0131na uygunluk<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Bir sistemi uygulamaya koyarsan\u0131z, i\u015fletmenizin en g\u00fcncel yasal gereklilikleri takip etmesi daha kolay olacakt\u0131r. \u0130nsanlar\u0131n yasalara uymas\u0131n\u0131 sa\u011flar ve kurallar\u0131 ihlal ettikleri i\u00e7in para cezas\u0131 veya ceza \u00f6demek zorunda kalmalar\u0131n\u0131 \u00f6nler. Ayr\u0131ca, mevcut d\u00fczenleyici standartlar\u0131n kar\u015f\u0131land\u0131\u011f\u0131ndan emin olmak, hassas i\u015f bilgilerini bu bilgilere sahip olmamas\u0131 gereken ki\u015filerden korur.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Giderlerin azalt\u0131lmas\u0131<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Veri y\u00f6neti\u015fimi, denetimleri daha h\u0131zl\u0131 ve kolay hale getirecek ve g\u00fcnl\u00fck operasyonlar\u0131 iyile\u015ftirecektir. Hatal\u0131 veya g\u00fcncel olmayan bilgiye dayal\u0131 kararlardan kaynaklanan israf\u0131 azaltabilirsiniz. Ayr\u0131ca, mevcut faaliyetleri, envanteri ve mevcut personeli yak\u0131ndan takip etmek m\u00fc\u015fterilerinize daha iyi hizmet vermenize yard\u0131mc\u0131 olabilir.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Veri y\u00f6neti\u015fiminin en iyi uygulamalar\u0131<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Etkili veri y\u00f6neti\u015fimini hem sorunsuz hem de verimli bir \u015fekilde y\u00fcr\u00fctmek m\u00fcmk\u00fcnd\u00fcr. En temel en iyi uygulamalardan baz\u0131lar\u0131n\u0131 i\u00e7eren a\u015fa\u011f\u0131daki listeye ba\u011fl\u0131 kalmal\u0131s\u0131n\u0131z.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>K\u00fc\u00e7\u00fck ba\u015flay\u0131n, ancak b\u00fcy\u00fck d\u00fc\u015f\u00fcn\u00fcn:<\/b><span style=\"font-weight: 400;\">  \u0130nsanlar, s\u00fcre\u00e7ler ve teknoloji veri y\u00f6neti\u015fiminin kritik par\u00e7alar\u0131d\u0131r. Veri stratejinizi planlarken ve uygularken bunlar\u0131 unutmamal\u0131s\u0131n\u0131z. K\u00fc\u00e7\u00fckten ba\u015flay\u0131n ve resmin b\u00fct\u00fcn\u00fcne do\u011fru ilerleyin. \u00c7ok y\u00f6nl\u00fc bir veri y\u00f6neti\u015fimi stratejisi olu\u015fturmak i\u00e7in her bir b\u00f6l\u00fcm kendinden \u00f6ncekilerin \u00fczerine in\u015fa edilmelidir. \u00d6nce insanlar, sonra s\u00fcre\u00e7 ve son olarak da teknoloji gelmelidir.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>A\u00e7\u0131k, \u00f6l\u00e7\u00fclebilir hedefler belirleyin:<\/b><span style=\"font-weight: 400;\">  A\u00e7\u0131k, \u00f6l\u00e7\u00fclebilir ve spesifik hedefler belirleyin. \u00d6l\u00e7\u00fclemeyen \u015fey kontrol edilemez, bu kadar basit. Hedeflere ula\u015f\u0131ld\u0131\u011f\u0131nda, ba\u015far\u0131y\u0131 kutlay\u0131n ve bunu ba\u015fka zaferler elde etmek i\u00e7in motivasyon olarak kullan\u0131n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Payda\u015flar\u0131n kat\u0131l\u0131m\u0131n\u0131 sa\u011flay\u0131n:<\/b><span style=\"font-weight: 400;\">  Veri y\u00f6neti\u015fimi konusunda bir politika olu\u015fturulabilmesi i\u00e7in \u015firketin \u00fcst d\u00fczey liderlerinin deste\u011fine ihtiyac\u0131n\u0131z olacakt\u0131r. \u015eirketinizdeki herkesin <a href=\"https:\/\/www.questionpro.com\/real-time-governance\/\">ger\u00e7ek zamanl\u0131 y\u00f6neti\u015fim<\/a> plan\u0131n\u0131z\u0131 kullanmas\u0131n\u0131 sa\u011flamak i\u00e7in payda\u015flar\u0131n bir \u015feyler yapmas\u0131n\u0131 sa\u011flayabilirsiniz.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Veri y\u00f6neti\u015fim ekibi rollerini belirleyin:<\/b><span style=\"font-weight: 400;\">  Etkili prosed\u00fcrlerin ger\u00e7ekle\u015fmesi i\u00e7in roller, sorumluluklar ve sahiplik yap\u0131lar\u0131 olu\u015fturulmal\u0131d\u0131r. Veriyi yaratan ve y\u00f6neten ki\u015filer, onu en iyi bilen ki\u015filerdir. Veri y\u00f6neticileri, veri sahiplerine rehberlik etmek ve ileti\u015fimi kolayla\u015ft\u0131rmak i\u00e7in onlarla birlikte \u00e7al\u0131\u015fmal\u0131d\u0131r. Veri y\u00f6neti\u015fimi ekibinizin farkl\u0131 departmanlardan \u00fcyelere sahip olmas\u0131 ve veri y\u00f6neti\u015fimi giri\u015fimlerinizi ileriye ta\u015f\u0131yabilmesi gerekir.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Y\u00f6netilmeyen verileri d\u00fc\u015f\u00fcn\u00fcn:  <\/b><span style=\"font-weight: 400;\">En de\u011ferli verilerinizden baz\u0131lar\u0131 dosyalar\u0131n\u0131zda, klas\u00f6rlerinizde ve payla\u015f\u0131mlar\u0131n\u0131zdad\u0131r. Ancak bu veriler genellikle y\u00f6netilen verilerinizden daha fazla risk alt\u0131ndad\u0131r. Veri y\u00f6netimi plan\u0131n\u0131z\u0131n yap\u0131land\u0131r\u0131lmam\u0131\u015f verileri de i\u00e7erdi\u011finden emin olun.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Verileri s\u0131n\u0131fland\u0131r\u0131n ve etiketleyin:  <\/b><span style=\"font-weight: 400;\">\u0130\u015fletmenizin hedeflerine ula\u015fmas\u0131na yard\u0131mc\u0131 olacak ve verilerin birden fazla kez kullan\u0131lmas\u0131na olanak tan\u0131yacak meta veriler i\u00e7in standartlar belirleyin. Y\u00f6neti\u015fimin ana hedeflerinden biri standardizasyondur ve veri s\u0131n\u0131fland\u0131rmas\u0131 ve etiketlemesi olmadan bu hedefe ula\u015fmak zor olacakt\u0131r.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Metriklerle ilerlemeyi takip edin:<\/b><span style=\"font-weight: 400;\">  Program ba\u015far\u0131s\u0131 \u00f6l\u00e7\u00fclmelidir. Veri politikalar\u0131n\u0131 uygulamaya koymadan \u00f6nce \u00f6l\u00e7\u00fcmlerinizi tan\u0131mlay\u0131n. Bu, mevcut <a href=\"https:\/\/www.questionpro.com\/blog\/data-management-framework\/\">veri y\u00f6netimi<\/a> prosed\u00fcrlerinizle ba\u015flaman\u0131z\u0131 sa\u011flar. Orijinal \u00f6l\u00e7\u00fcmleri d\u00fczenli olarak takip edin. Bu, ilerlemeyi g\u00f6sterir ve veri y\u00f6netimi en iyi uygulamalar\u0131n\u0131z\u0131n sadece teoride de\u011fil pratikte de etkili olmas\u0131n\u0131 sa\u011flar.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>D\u00fczenli ileti\u015fim kurun:  <\/b><span style=\"font-weight: 400;\">\u0130leti\u015fim, veri y\u00f6neti\u015fimi program\u0131n\u0131n veya prosed\u00fcrlerinin her yerinde kritik \u00f6neme sahiptir. \u0130ster ba\u015far\u0131lar\u0131 vurgulamak isterse bir ba\u015far\u0131s\u0131zl\u0131ktan sonra reform yapmak olsun, stratejinin etkinli\u011fini g\u00f6stermek i\u00e7in a\u00e7\u0131k ve s\u0131k ileti\u015fim \u015fartt\u0131r.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Bunun i\u00e7in bir i\u015f gerek\u00e7esi olu\u015fturun:<\/b><span style=\"font-weight: 400;\">  Neden yap\u0131lmas\u0131 gerekti\u011fine dair bir i\u015f vakas\u0131 olu\u015fturun. B\u00fcy\u00fcme, maliyet tasarrufu, risk ve uyumlulukla ilgili olanlar da dahil olmak \u00fczere \u00e7e\u015fitli veri y\u00f6neti\u015fimi olgunluk derecelerinin faydalar\u0131n\u0131 belirleyin ve ard\u0131ndan bulgular\u0131n\u0131z\u0131 raporlay\u0131n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Otomasyonu en \u00fcst d\u00fczeye \u00e7\u0131kar\u0131n:  <\/b><span style=\"font-weight: 400;\">Veri y\u00f6neti\u015fimi projelerinizin ba\u015far\u0131l\u0131 olmas\u0131n\u0131 sa\u011flamak i\u00e7in i\u015f ak\u0131\u015flar\u0131, onay prosed\u00fcrleri, veri talepleri, izin talepleri ve akl\u0131n\u0131za gelebilecek di\u011fer her \u015fey dahil olmak \u00fczere otomatikle\u015ftirilebilecek her \u015feyi otomatikle\u015ftirmelisiniz. Otomasyon sadece zaman ve para tasarrufu sa\u011flamakla kalmayacak, ayn\u0131 zamanda y\u00f6neti\u015fimin s\u00fcrekli olarak uygulanmas\u0131n\u0131 da garanti alt\u0131na alacakt\u0131r.<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">Sonu\u00e7<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Bir veri y\u00f6neti\u015fimi \u00e7er\u00e7evesi, \u015firketinizin daha y\u00fcksek bir verimlilik d\u00fczeyinde \u00e7al\u0131\u015fmas\u0131n\u0131 sa\u011flar. Bu tek seferlik bir proje de\u011fildir; devam eden bir s\u00fcre\u00e7tir. Sa\u011flam bir program, kurulu\u015funuzun verilerinin g\u00fcvenli, standartla\u015ft\u0131r\u0131lm\u0131\u015f ve do\u011fru olmas\u0131n\u0131 sa\u011flar. Buna ek olarak, \u015firketinizin y\u00f6netti\u011fi verilerin de\u011fi\u015fen hacmi, do\u011fas\u0131 ve karakteri \u0131\u015f\u0131\u011f\u0131nda prosed\u00fcrlerin kendilerinin de d\u00fczenli olarak g\u00f6zden ge\u00e7irilmesi ve g\u00fcncellenmesi gerekir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">QuestionPro, her konu ve sekt\u00f6r i\u00e7in \u00e7\u00f6z\u00fcmler sunarak onu bir anket yaz\u0131l\u0131m\u0131ndan daha fazlas\u0131 haline getirir. Ayr\u0131ca, InsightsHub ara\u015ft\u0131rma k\u00fct\u00fcphanemiz gibi veri y\u00f6netim platformlar\u0131m\u0131z da var.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">D\u00fcnya \u00e7ap\u0131ndaki kurulu\u015flar, verileri daha iyi y\u00f6netmek, i\u00e7g\u00f6r\u00fc elde etmek i\u00e7in gereken s\u00fcreyi azaltmak ve maliyetleri d\u00fc\u015f\u00fcr\u00fcp yat\u0131r\u0131m getirisini art\u0131r\u0131rken ge\u00e7mi\u015f verilerin kullan\u0131m\u0131n\u0131 art\u0131rmak i\u00e7in bilgi y\u00f6netimi sistemlerini ve InsightsHub gibi \u00e7\u00f6z\u00fcmleri kullan\u0131yor.<\/span><\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.questionpro.com\/insightshub\/\" target=\"_blank\" rel=\"noopener\"><button>DAHA FAZLA BI\u0307LGI\u0307 EDI\u0307NI\u0307N<\/button><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>T\u00fcm i\u015fletmeler, verileri nas\u0131l kullanacaklar\u0131n\u0131 belirlemeli ve i\u015f sonu\u00e7lar\u0131n\u0131 desteklemek i\u00e7in verileri y\u00f6netim kurulu genelinde tutarl\u0131 bir \u015fekilde ele almal\u0131d\u0131r. [&hellip;]<\/p>\n","protected":false},"author":49,"featured_media":717067,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_focuskw":"veri y\u00f6neti\u0307mi\u0307","_yoast_wpseo_title":"","_yoast_wpseo_metadesc":"Veri y\u00f6neti\u015fimi do\u011fru kararlar almakla ilgili de\u011fildir. Bu, do\u011fru se\u00e7imleri nas\u0131l yapaca\u011f\u0131n\u0131z\u0131 bilmekle ilgilidir. Veri y\u00f6neti\u015fimi ve en iyi uygulamalar.","_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"categories":[1212],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Veri Y\u00f6neti\u015fimi: Nedir ve En \u0130yi Uygulamalar | QuestionPro<\/title>\n<meta name=\"description\" content=\"Veri y\u00f6neti\u015fimi do\u011fru kararlar almakla ilgili de\u011fildir. Bu, do\u011fru se\u00e7imleri nas\u0131l yapaca\u011f\u0131n\u0131z\u0131 bilmekle ilgilidir. 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Veri y\u00f6neti\u015fimi ve en iyi uygulamalar.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.questionpro.com\/blog\/tr\/veri-yonetisimi-nedir-ve-en-iyi-uygulamalar\/\" \/>\n<meta property=\"og:site_name\" content=\"QuestionPro\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/questionpro\" \/>\n<meta property=\"article:published_time\" content=\"2022-08-17T18:00:51+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-08-17T11:00:51+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/08\/data-governance.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"992\" \/>\n\t<meta property=\"og:image:height\" content=\"594\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Fabyio Villegas\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@questionpro\" \/>\n<meta name=\"twitter:site\" content=\"@questionpro\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Fabyio Villegas\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"9 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/veri-yonetisimi-nedir-ve-en-iyi-uygulamalar\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/veri-yonetisimi-nedir-ve-en-iyi-uygulamalar\/\"},\"author\":{\"name\":\"Fabyio Villegas\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#\/schema\/person\/4f0c1596eb1a64b215717f16e263068d\"},\"headline\":\"Veri Y\u00f6neti\u015fimi: Nedir ve En \u0130yi Uygulamalar\",\"datePublished\":\"2022-08-17T18:00:51+00:00\",\"dateModified\":\"2022-08-17T11:00:51+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/veri-yonetisimi-nedir-ve-en-iyi-uygulamalar\/\"},\"wordCount\":1845,\"publisher\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#organization\"},\"articleSection\":[\"\u0130\u00e7g\u00f6r\u00fc Merkezi\"],\"inLanguage\":\"tr\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/veri-yonetisimi-nedir-ve-en-iyi-uygulamalar\/\",\"url\":\"https:\/\/www.questionpro.com\/blog\/tr\/veri-yonetisimi-nedir-ve-en-iyi-uygulamalar\/\",\"name\":\"Veri Y\u00f6neti\u015fimi: Nedir ve En \u0130yi Uygulamalar | QuestionPro\",\"isPartOf\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#website\"},\"datePublished\":\"2022-08-17T18:00:51+00:00\",\"dateModified\":\"2022-08-17T11:00:51+00:00\",\"description\":\"Veri y\u00f6neti\u015fimi do\u011fru kararlar almakla ilgili de\u011fildir. 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