{"id":799829,"date":"2023-01-10T11:00:00","date_gmt":"2023-01-10T18:00:00","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/veri-yonetimi-araclari\/"},"modified":"2023-06-27T17:40:21","modified_gmt":"2023-06-27T17:40:21","slug":"veri-yonetimi-araclari","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/tr\/veri-yonetimi-araclari\/","title":{"rendered":"Ara\u015ft\u0131rma i\u00e7in En \u0130yi 15 Veri Y\u00f6netim Arac\u0131"},"content":{"rendered":"\n<p>\u00c7e\u015fitli kaynaklardan gelen verileri \u00f6l\u00e7eklendirmek ve bunlarla \u00e7al\u0131\u015fmak ara\u015ft\u0131rmac\u0131lar ve i\u015fletmeler i\u00e7in zorlay\u0131c\u0131 olabilir. G\u00fc\u00e7l\u00fc veri y\u00f6netimi ara\u00e7lar\u0131, ister veri \u00e7o\u011faltma, ister izolasyon veya karma\u015f\u0131k y\u00f6netim sorunlar\u0131 olsun, yakla\u015fan her t\u00fcrl\u00fc zorlu\u011fun \u00fcstesinden gelmenize yard\u0131mc\u0131 olabilir.<\/p>\n\n<p>Verileri y\u00f6netmek zorlu bir g\u00f6revdir. Verilerin olu\u015fturuldu\u011fu andan at\u0131ld\u0131\u011f\u0131 ana kadar dikkatli bir \u015fekilde izlenmesi gerekir. Veriler iyi y\u00f6netildi\u011finde, riski azaltabilir ve verilerin kullan\u0131labilirli\u011fini ve kalitesini art\u0131rabilirsiniz.<\/p>\n\n<p>Bu makalede, herhangi bir ara\u015ft\u0131rmada uygulanabilecek 15 veri y\u00f6netimi arac\u0131 listelenmektedir.<\/p>\n\n<h2 class=\"wp-block-heading\">Ba\u011flam \u0130ndeksi<\/h2>\n\n<p>Veri Y\u00f6netimi Ara\u00e7lar\u0131n\u0131 Anlama<\/p>\n\n<p>Veri Y\u00f6netimi Ara\u00e7lar\u0131n\u0131n \u00f6nemli par\u00e7alar\u0131<\/p>\n\n<p>15 Ara\u015ft\u0131rma Uygulamas\u0131 i\u00e7in Veri Y\u00f6netimi Ara\u00e7lar\u0131<\/p>\n\n<ol>\n<li>QuestionPro InsightHub<\/li>\n\n\n\n<li>Google Bulut Platformu<\/li>\n\n\n\n<li>Informatica PowerCenter<\/li>\n\n\n\n<li>Dell Boomi<\/li>\n\n\n\n<li>Tableau<\/li>\n\n\n\n<li>Amazon Web Hizmetleri<\/li>\n\n\n\n<li>Talend<\/li>\n\n\n\n<li>Profisee<\/li>\n\n\n\n<li>Looker<\/li>\n\n\n\n<li>Panoply<\/li>\n\n\n\n<li>Diki\u015f Verileri<\/li>\n\n\n\n<li>Microsoft Power BI<\/li>\n\n\n\n<li>Ataccama ONE<\/li>\n\n\n\n<li>Blendo<\/li>\n\n\n\n<li>Microsoft Azure<\/li>\n<\/ol>\n\n<p>QuestionPro InsightsHub kullanarak Ara\u015ft\u0131rma Uygulamas\u0131<\/p>\n\n<p>Sonu\u00e7<\/p>\n\n<h2 class=\"wp-block-heading\">Veri Y\u00f6netimi Ara\u00e7lar\u0131n\u0131 Anlama<\/h2>\n\n<p>Veri y\u00f6netimi ara\u00e7lar\u0131, \u00e7al\u0131\u015fman\u0131z ve i\u015finiz boyunca elde etti\u011finiz verileri y\u00f6netmenize yard\u0131mc\u0131 olmak i\u00e7in olu\u015fturulmu\u015ftur. Uygulamalar\u0131n geli\u015ftirilmesi ve izlenmesi ile verilerin d\u00fczenlenmesi, i\u015flenmesi ve analiz edilmesinde kullan\u0131l\u0131rlar.<\/p>\n\n<p>Bu ara\u00e7lar, a\u015fa\u011f\u0131dakiler de dahil olmak \u00fczere \u00e7e\u015fitli alanlarda \u00f6zelle\u015ftirilebilir:<\/p>\n\n<ul>\n<li>Ara\u015ft\u0131rma Veri y\u00f6netimi<\/li>\n\n\n\n<li>Akademik veri y\u00f6netimi<\/li>\n\n\n\n<li>Proje veri y\u00f6netimi<\/li>\n\n\n\n<li>M\u00fc\u015fteri veri y\u00f6netimi<\/li>\n\n\n\n<li>\u00dcr\u00fcn veri y\u00f6netimi<\/li>\n\n\n\n<li>Multimedya verilerinin y\u00f6netimi<\/li>\n\n\n\n<li>Operasyonel ve finansal verilerin y\u00f6netimi<\/li>\n<\/ul>\n\n<p>Veri Y\u00f6netimi ara\u00e7lar\u0131 ayr\u0131ca gizlilik ve g\u00fcvenli\u011fin korunmas\u0131na ve m\u00fckerrer verilerin ortadan kald\u0131r\u0131lmas\u0131na yard\u0131mc\u0131 olur. Etkili Veri Y\u00f6netimi, yaz\u0131l\u0131m ara\u00e7lar\u0131 ve en iyi uygulamalar\u0131n bir kar\u0131\u015f\u0131m\u0131n\u0131 kullanarak verileri kontrol eder ve d\u00fczenler.<\/p>\n\n<p>En iyi veri y\u00f6netimi uygulamalar\u0131, veri hacminin b\u00fcy\u00fcmesi nedeniyle y\u00fcksek kaliteli \u00e7\u00f6z\u00fcmler gerektirir. Veri Y\u00f6netimi Ara\u00e7lar\u0131 geni\u015f bir uygulama yelpazesini kapsar. Bu ara\u00e7lar d\u00f6rt geni\u015f kategoriye ayr\u0131labilir:<\/p>\n\n<ul>\n<li><strong>Bulut Veri Y\u00f6netimi Ara\u00e7lar\u0131:<\/strong> Bu bulut tabanl\u0131 teknolojiler, API&#8217;ler, Webhook&#8217;lar veya do\u011frudan veritaban\u0131 ba\u011flant\u0131lar\u0131 arac\u0131l\u0131\u011f\u0131yla \u00e7e\u015fitli veri kaynaklar\u0131n\u0131 entegre edebilir.<\/li>\n\n\n\n<li><strong>ETL ve Veri Entegrasyon Ara\u00e7lar\u0131:<\/strong> Bu ara\u00e7lar, ara\u015ft\u0131rmac\u0131lar\u0131n ve kurulu\u015flar\u0131n karma\u015f\u0131k veri d\u00f6n\u00fc\u015f\u00fcmlerini belirlemelerine, bir\u00e7ok kaynaktan veri y\u00fcklemelerine ve verileri s\u00fcrekli olarak bir hedef veritaban\u0131na y\u00fcklemelerine olanak tan\u0131r.<\/li>\n\n\n\n<li><strong>Ana Veri Y\u00f6netimi (MDM) Ara\u00e7lar\u0131:<\/strong> Bu veri y\u00f6netimi ara\u00e7lar\u0131, karma\u015f\u0131k ana verilerin kurulu\u015f genelinde g\u00f6rselle\u015ftirilmesini sa\u011flar.<\/li>\n\n\n\n<li><strong>Veri G\u00f6rselle\u015ftirme ve Veri Analiti\u011fi Ara\u00e7lar\u0131:<\/strong> Bu ara\u00e7lar, b\u00fcy\u00fck veri k\u00fcmelerinin g\u00f6rselle\u015ftirilmesine, analiz edilmesine ve ke\u015ffedilmesine yard\u0131mc\u0131 olman\u0131n yan\u0131 s\u0131ra i\u00e7g\u00f6r\u00fcler elde etmek ve kritik kararlar\u0131 y\u00f6nlendirmek i\u00e7in raporlar ve g\u00f6sterge tablolar\u0131 olu\u015fturmaya yard\u0131mc\u0131 olur.<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\">Veri y\u00f6netimi ara\u00e7lar\u0131n\u0131n \u00f6nemli par\u00e7alar\u0131<\/h2>\n\n<p>Otomasyon, zaman ve para tasarrufu sa\u011flarken veri taban\u0131ndaki hatalar\u0131 azaltmaya yard\u0131mc\u0131 olabilece\u011fi i\u00e7in bir veri y\u00f6netimi arac\u0131n\u0131n \u00f6nemli bir par\u00e7as\u0131d\u0131r. Veri y\u00f6netimi ara\u00e7lar\u0131n\u0131n birka\u00e7 \u00f6nemli par\u00e7as\u0131n\u0131 inceleyelim:<\/p>\n\n<ul>\n<li><strong>Esneklik:<\/strong> Veri y\u00f6netimi ara\u00e7lar\u0131, veritaban\u0131n\u0131z ne kadar b\u00fcy\u00fck olursa olsun s\u0131n\u0131rs\u0131z miktarda veriyi ve alan\u0131 kolayca i\u015fleyebilmelidir.<\/li>\n\n\n\n<li><strong>Bulut tabanl\u0131 olanaklar:<\/strong> Bulut tabanl\u0131 i\u015flevsellik, \u00e7e\u015fitli ekipler i\u00e7in verileri uzaktan \u00e7al\u0131\u015fan kullan\u0131c\u0131lar\u0131n taleplerine g\u00f6re d\u00fcnya \u00e7ap\u0131nda senkronize eder.<\/li>\n\n\n\n<li><strong>Veri optimizasyonu:<\/strong> Bu i\u015flev, belirli, do\u011fru verilerin bulunmas\u0131na, merkezi Veritaban\u0131na eklenmesine ve \u00fc\u00e7\u00fcnc\u00fc taraflarla payla\u015fmak i\u00e7in herhangi bir formatta d\u0131\u015fa aktar\u0131lmas\u0131na yard\u0131mc\u0131 olacak ve zaman kazand\u0131racakt\u0131r.<\/li>\n\n\n\n<li><strong>G\u00fcvenlik:<\/strong> Veri y\u00f6netimi ara\u00e7lar\u0131 y\u00fcksek g\u00fcvenlik, gizlilik ve verimlili\u011fe sahip olmal\u0131d\u0131r. Ayr\u0131ca yedekleme olu\u015fturabilmeli ve ge\u00e7mi\u015f verilerin kurtar\u0131lmas\u0131 i\u00e7in se\u00e7enekler sunabilmelidirler.<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\">15 Ara\u015ft\u0131rma Uygulamas\u0131 i\u00e7in Veri Y\u00f6netimi Ara\u00e7lar\u0131<\/h2>\n\n<p>Art\u0131k veri y\u00f6netimi ara\u00e7lar\u0131n\u0131n ne oldu\u011funu ve \u00f6nemli k\u0131s\u0131mlar\u0131n\u0131 biliyoruz. \u0130\u015finiz veya ara\u015ft\u0131rman\u0131z i\u00e7in g\u00f6z \u00f6n\u00fcnde bulundurman\u0131z gereken en iyi ara\u00e7lara bakal\u0131m.<\/p>\n\n<p>Veri y\u00f6netimi i\u00e7in en kullan\u0131\u015fl\u0131 15 ara\u00e7 hakk\u0131nda daha fazla bilgi edinmek i\u00e7in okumaya devam edin.<\/p>\n\n<h3 class=\"wp-block-heading\">1. QuestionPro InsightHub<\/h3>\n\n<p>QuestionPro InsightsHub, 2023 y\u0131l\u0131nda piyasadaki en kullan\u0131\u015fl\u0131 ve faydal\u0131 <a href=\"https:\/\/www.questionpro.com\/blog\/tr\/data-management-software-2\/\">veri y\u00f6netimi yaz\u0131l\u0131mlar\u0131ndan<\/a> biridir. \u0130\u00e7g\u00f6r\u00fc ekipleri i\u00e7in daha fazla organizasyon ve uyarlanabilirlik sa\u011flayarak geli\u015fmi\u015f ara\u015ft\u0131rmay\u0131 kolayla\u015ft\u0131ran kullan\u0131m\u0131 kolay bir ara\u00e7t\u0131r. Bir CRM&#8217;e benzer \u015fekilde hareket eder, ancak i\u00e7g\u00f6r\u00fcler i\u00e7in.<\/p>\n\n<p>Proje veritaban\u0131nda gezinmeyi \u00e7ocuk oyunca\u011f\u0131 haline getiren ve s\u0131n\u0131rs\u0131z g\u00f6r\u00fcnt\u00fcleyici eri\u015fimine izin veren kullan\u0131m\u0131 kolay bir aray\u00fcze sahiptir. Baz\u0131 temel \u00f6zellikler \u015funlard\u0131r:<\/p>\n\n<ul>\n<li>Ara\u015ft\u0131rma verilerini d\u00fczenlemek, analiz etmek, aramak ve ortaya \u00e7\u0131karmak i\u00e7in tek bir platformla projeleri g\u00f6r\u00fcnt\u00fcleyin ve y\u00f6netin.<\/li>\n\n\n\n<li>Kilit payda\u015flar i\u00e7in ger\u00e7ek zamanl\u0131 raporlama panolar\u0131 olu\u015fturun.<\/li>\n\n\n\n<li>Karar vermenin \u00f6n\u00fcnde engeller olmadan verilere eri\u015fin ve bunlar\u0131 anlay\u0131n ve kurulu\u015funuz i\u00e7in yeni potansiyel m\u00fc\u015fteriler belirleyin.<\/li>\n\n\n\n<li>G\u00fc\u00e7l\u00fc entegrasyon, mevcut ara\u015ft\u0131rma ekosistemleri ve teknolojileriyle entegre olman\u0131za yard\u0131mc\u0131 olur.<\/li>\n\n\n\n<li>Sa\u011fdan sola ve \u00e7ift baytl\u0131 karakter setleri de dahil olmak \u00fczere 50&#8217;den fazla dili destekler.<\/li>\n<\/ul>\n\n<p><strong>Fiyatland\u0131rma: Ayl\u0131k 99$&#8217;dan ba\u015flar<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">2. Google Bulut Platformu<\/h3>\n\n<p>Google Cloud, Bulut tabanl\u0131 veri y\u00f6netimi i\u00e7in kapsaml\u0131 bir hizmet \u00e7e\u015fitlili\u011fi sunar. Farkl\u0131 bile\u015fenleri birbirine ba\u011flayan <a href=\"https:\/\/www.questionpro.com\/blog\/tr\/is-akisi-verimliligi-nedir-ve-nasil-iyilestirilir\/\">verimli<\/a> bir <a href=\"https:\/\/www.questionpro.com\/blog\/tr\/is-akisi-verimliligi-nedir-ve-nasil-iyilestirilir\/\">i\u015f ak\u0131\u015f\u0131<\/a> y\u00f6neticisi ile birlikte geldi\u011fi i\u00e7in kullan\u0131\u015fl\u0131d\u0131r.<\/p>\n\n<p>Google Cloud a\u015fa\u011f\u0131daki ana hizmetleri sa\u011flar:<\/p>\n\n<ul>\n<li>Grafiksel kullan\u0131c\u0131 aray\u00fcz\u00fc analizi ve g\u00f6sterge tablosu olu\u015fturma i\u00e7in Google Data Studio.<\/li>\n\n\n\n<li>Tablo verilerini depolamak i\u00e7in Google BigQuery.<\/li>\n\n\n\n<li>Makine \u00d6\u011frenimi ve yapay zeka destekli analiz<\/li>\n<\/ul>\n\n<p><strong>Fiyatland\u0131rma: Kullan\u0131c\u0131 uygulamas\u0131na ba\u011fl\u0131d\u0131r<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">3. Informatica PowerCenter<\/h3>\n\n<p>Informatica PowerCenter, bir kaynaktan di\u011ferine veri hareketine b\u00fcy\u00fck \u00f6l\u00e7\u00fcde yard\u0131mc\u0131 olur. Ayr\u0131ca, verileri grafik bi\u00e7iminde g\u00f6r\u00fcnt\u00fcleyerek veri g\u00f6rselle\u015ftirme konusunda da size yard\u0131mc\u0131 olabilir.<\/p>\n\n<p>Informatica PowerCenter a\u015fa\u011f\u0131daki temel \u00f6zellikleri i\u00e7erir:<\/p>\n\n<ul>\n<li>Kullan\u0131ma haz\u0131r aray\u00fczler, t\u00fcm veri kaynaklar\u0131 ile sorunsuz entegrasyon sa\u011flar.<\/li>\n\n\n\n<li>Komut dosyas\u0131 i\u00e7ermeyen veri do\u011frulama<\/li>\n\n\n\n<li>\u0130li\u015fkisel olmayan, XML, JSON, PDF, Microsoft Office ve IoT verileri i\u00e7in geli\u015fmi\u015f veri d\u00f6n\u00fc\u015f\u00fcmleri.<\/li>\n\n\n\n<li>Meta veri odakl\u0131 y\u00f6netim, veri ak\u0131\u015flar\u0131n\u0131, etkilerini ve soya\u011fac\u0131n\u0131 grafiksel olarak g\u00f6sterir.<\/li>\n<\/ul>\n\n<p><strong>Fiyatland\u0131rma: \u0130stek \u00fczerine temin edilebilir<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">4. Dell Boomi<\/h3>\n\n<p>Dell Boomi, bulut kullan\u0131m\u0131n\u0131 en \u00fcst d\u00fczeye \u00e7\u0131karan birinci s\u0131n\u0131f bir veri y\u00f6netim platformudur. Kurumlar\u0131n hibrit bulut altyap\u0131lar\u0131nda \u00e7ok \u00e7e\u015fitli uygulamalar\u0131 ve veri kaynaklar\u0131n\u0131 y\u00f6netmelerini sa\u011flar.<\/p>\n\n<p>Ana \u00f6zellikler a\u015fa\u011f\u0131dakileri i\u00e7erir:<\/p>\n\n<ul>\n<li>Dell Boomi verileri ger\u00e7ek zamanl\u0131 olarak y\u00f6netir.<\/li>\n\n\n\n<li>Modelleri g\u00f6rsel, d\u00fc\u015f\u00fck kodlu bir aray\u00fcz kullanarak tan\u0131mlar.<\/li>\n\n\n\n<li>Veri modellerini da\u011f\u0131tmadan \u00f6nce onlarla ileti\u015fim kurabilecek kaynak sistemleri kurar.<\/li>\n\n\n\n<li>Veri Y\u00f6netimini m\u00fcmk\u00fcn k\u0131lar. M\u00fckerrerlikler ve veri giri\u015f hatalar\u0131 hakk\u0131nda ekipleri bilgilendirir.<\/li>\n<\/ul>\n\n<p><strong>Fiyatland\u0131rma: \u00d6zelle\u015ftirilmi\u015f fiyatland\u0131rma modeli<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">5. Tableau<\/h3>\n\n<p>Tableau, eri\u015filebilir en iyi bilinen veri y\u00f6netimi ara\u00e7lar\u0131ndan biridir. \u0130nsanlar\u0131n verileri g\u00f6r\u00fcnt\u00fclemesini ve anlamas\u0131n\u0131 sa\u011flayan bir i\u015f zekas\u0131 arac\u0131d\u0131r.<\/p>\n\n<p>Bunlar Tableau&#8217;nun \u00f6nemli \u00f6zellikleridir:<\/p>\n\n<ul>\n<li>Tableau g\u00f6rselle\u015ftirmeleri eri\u015filebilir ve kullan\u0131\u015fl\u0131 hale getirir.<\/li>\n\n\n\n<li>Otomatik olarak etkile\u015fimli haritalar olu\u015fturmak i\u00e7in kullanabilirsiniz.<\/li>\n\n\n\n<li>\u00c7e\u015fitli veri kaynaklar\u0131na ba\u011flanmak kolayd\u0131r.<\/li>\n<\/ul>\n\n<p><strong>Fiyatland\u0131rma: Ayl\u0131k 70$&#8217;dan ba\u015flar<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">6. Amazon Web Hizmetleri<\/h3>\n\n<p>Amazon Web Services (AWS), bulut veri y\u00f6netimi i\u00e7in giderek artan \u00e7e\u015fitlilikte \u00e7\u00f6z\u00fcmler sunmaktad\u0131r. Amazon i\u015ftiraki, kulland\u0131k\u00e7a \u00f6de Bulut Bili\u015fim platformlar\u0131 ve API&#8217;ler sa\u011flar.<\/p>\n\n<p>Amazon Web Services birka\u00e7 \u00f6nemli hizmet sunmaktad\u0131r:<\/p>\n\n<ul>\n<li>Amazon Glacier verileri uzun s\u00fcre depolar ve yedekler.<\/li>\n\n\n\n<li>SQL tabanl\u0131 analitik i\u00e7in Amazon Athena<\/li>\n\n\n\n<li>Amazon QuickSight, g\u00f6sterge tablolar\u0131 olu\u015fturmak ve verileri g\u00f6stermek i\u00e7in kullan\u0131l\u0131r.<\/li>\n\n\n\n<li>Amazon Redshift verileri depolamak i\u00e7in kullan\u0131l\u0131r<\/li>\n\n\n\n<li>Her yeni hizmet i\u00e7in ayr\u0131 faturaland\u0131rma<\/li>\n<\/ul>\n\n<p><strong>Fiyatland\u0131rma: Kullan\u0131c\u0131 uygulamas\u0131na ba\u011fl\u0131d\u0131r<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">7. Talend<\/h3>\n\n<p>Talend, veri entegrasyonu, veri y\u00f6netimi, kurumsal uygulama entegrasyonu, veri kalitesi, bulut depolama ve B\u00fcy\u00fck Veri i\u00e7in bulut ve \u015firket i\u00e7i a\u00e7\u0131k bir platformdur. Verilerin i\u015f zekas\u0131na d\u00f6n\u00fc\u015ft\u00fcr\u00fclmesine ve ger\u00e7ek zamanl\u0131 se\u00e7imlerin yap\u0131lmas\u0131na yard\u0131mc\u0131 olur.<\/p>\n\n<p>A\u015fa\u011f\u0131da Talend&#8217;in en dikkat \u00e7ekici \u00f6zelliklerinden baz\u0131lar\u0131 yer almaktad\u0131r:<\/p>\n\n<ul>\n<li>Grafiksel bir kullan\u0131c\u0131 aray\u00fcz\u00fc, end\u00fcstri standard\u0131 konekt\u00f6rler arac\u0131l\u0131\u011f\u0131yla \u00e7e\u015fitli kaynak sistemlerin y\u00f6netimini kolayla\u015ft\u0131r\u0131r.<\/li>\n\n\n\n<li>Ana Veri Y\u00f6netimi i\u00e7in Yetenekler.<\/li>\n\n\n\n<li>\u0130lgili t\u00fcm i\u015f verilerinin do\u011fru ve birle\u015fik bir anl\u0131k g\u00f6r\u00fcnt\u00fcs\u00fc.<\/li>\n<\/ul>\n\n<p><strong>Fiyatland\u0131rma: Ayl\u0131k 1170$&#8217;dan ba\u015fl\u0131yor<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">8. Profisee<\/h3>\n\n<p>Profisee, hem i\u015f hem de ara\u015ft\u0131rma alan\u0131nda kullan\u0131lmak \u00fczere g\u00fcvenilir ve uygun veriler olu\u015fturan ve sa\u011flayan bir ana veri y\u00f6netimi yaz\u0131l\u0131m\u0131d\u0131r. <a href=\"https:\/\/www.questionpro.com\/real-time-governance\/\">Ger\u00e7ek zamanl\u0131 y\u00f6neti\u015fim<\/a> ve ilerleme \u00f6l\u00e7\u00fcmleri gibi analitik tabanl\u0131 geri bildirimleri kullanarak i\u015f prosed\u00fcrleri uygulayabilir ve veri y\u00f6neticilerine verilere hakim olma yetkisi verebilirsiniz.<\/p>\n\n<p>Temel \u00f6zellikler \u015funlard\u0131r:<\/p>\n\n<ul>\n<li>Profisee, herhangi bir programlama gerektirmeden t\u00fcm temizleme, e\u015fle\u015ftirme ve ham verileri standartla\u015ft\u0131rma i\u015flemlerini yapar.<\/li>\n\n\n\n<li>K\u00fcresel i\u015fletmeler i\u00e7in Ana Verileri farkl\u0131 kaynaklardan toplad\u0131\u011f\u0131 i\u00e7in bir entegrat\u00f6r olarak \u00e7al\u0131\u015f\u0131r.<\/li>\n\n\n\n<li>Ayr\u0131ca ger\u00e7ek zamanl\u0131 olarak her iki y\u00f6nde de entegrasyona izin verir.<\/li>\n\n\n\n<li>\u00d6zel uygulamalar\u0131 entegre etmek m\u00fcmk\u00fcnd\u00fcr.<\/li>\n<\/ul>\n\n<p><strong>Fiyatland\u0131rma: \u0130stek \u00fczerine temin edilebilir<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">9. Looker<\/h3>\n\n<p>Looker, m\u00fckemmel raporlama ve g\u00f6rselle\u015ftirme yeteneklerine sahip b\u00fcy\u00fck bir veri analizi ve i\u015f zekas\u0131 uygulamas\u0131d\u0131r. \u00c7e\u015fitli ihtiya\u00e7lar\u0131 kar\u015f\u0131lamak i\u00e7in raporlar\u0131 \u00e7e\u015fitli formatlarda g\u00f6r\u00fcnt\u00fcleyebilir, analiz edebilir ve da\u011f\u0131tabilirsiniz.<\/p>\n\n<p>\u0130\u015fte Looker&#8217;\u0131n baz\u0131 ay\u0131rt edici \u00f6zellikleri:<\/p>\n\n<ul>\n<li>Okumas\u0131 ve \u00e7al\u0131\u015ft\u0131rmas\u0131 basit.<\/li>\n\n\n\n<li>Herhangi bir yaz\u0131l\u0131m veya \u00f6z\u00fct indirmeden veritabanlar\u0131na do\u011frudan ba\u011flan\u0131n.<\/li>\n\n\n\n<li>M\u00fckemmel g\u00f6sterge paneli \u00f6zellikleri, raporlama ve analizler.<\/li>\n\n\n\n<li>Yararl\u0131 i\u00e7g\u00f6r\u00fcler sunmak i\u00e7in ek ara\u00e7larla entegre olur.<\/li>\n<\/ul>\n\n<p><strong>Fiyatland\u0131rma: \u0130stek \u00fczerine temin edilebilir<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">10. Panoply<\/h3>\n\n<p>Panoply, verilerin y\u00f6netilmesini ve entegre edilmesini kolayla\u015ft\u0131ran, bulut i\u00e7in olu\u015fturulmu\u015f kullan\u0131\u015fl\u0131 veri y\u00f6netim ara\u00e7lar\u0131ndan biridir. Kullan\u0131m\u0131 kolayd\u0131r ve i\u015f kullan\u0131c\u0131lar\u0131 da dahil olmak \u00fczere farkl\u0131 beceri d\u00fczeylerine sahip ekipler taraf\u0131ndan kullan\u0131labilir.<\/p>\n\n<p>Baz\u0131 \u00f6nemli \u015feyler \u015funlard\u0131r:<\/p>\n\n<ul>\n<li>Kullan\u0131m\u0131 kolay y\u00f6netim panosu<\/li>\n\n\n\n<li>Veri toplamay\u0131, veri ambarlar\u0131n\u0131n y\u00f6netimini, sorgu performans\u0131n\u0131n iyile\u015ftirilmesini vb. sa\u011flar.<\/li>\n\n\n\n<li>Looker, Tableau ve di\u011ferleri gibi i\u015f zekas\u0131, veri analizi ve g\u00f6rselle\u015ftirme uygulamalar\u0131na ba\u011flan\u0131r.<\/li>\n<\/ul>\n\n<p><strong>Fiyatland\u0131rma: Ayl\u0131k 399 dolardan ba\u015fl\u0131yor<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">11. Diki\u015f Verileri<\/h3>\n\n<p>Stitch Data, verileri entegre etme ve \u00e7o\u011faltma gibi bir\u00e7ok hizmet sunan bulutta bir platformdur. Bir\u00e7ok farkl\u0131 kaynaktan gelen verileri bir Veri Ambar\u0131&#8217;na ta\u015f\u0131man\u0131za olanak tan\u0131r, bu da size analize haz\u0131r veriler sa\u011flar.<\/p>\n\n<p>Stitch Data&#8217;n\u0131n en \u00f6nemli par\u00e7alar\u0131 \u015funlard\u0131r:<\/p>\n\n<ul>\n<li>Veri \u00c7o\u011faltma zamanlamas\u0131n\u0131 basitle\u015ftirir.<\/li>\n\n\n\n<li>Otomatik \u00e7\u00f6z\u00fcmleme ile ar\u0131zalar ve bildirimlerle ilgilenir.<\/li>\n\n\n\n<li>API ve JSON \u00e7er\u00e7evesini kullanarak verileri programl\u0131 olarak bir veri ambar\u0131na aktarabilirsiniz.<\/li>\n<\/ul>\n\n<p><strong>Fiyatland\u0131rma: Ayl\u0131k 100$&#8217;dan ba\u015flar<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">12. Microsoft Power BI<\/h3>\n\n<p>Microsoft Power BI, hem analistler hem de veri bilimcileri taraf\u0131ndan kullan\u0131lmak \u00fczere tasarlanm\u0131\u015f basit bir aray\u00fcz arac\u0131l\u0131\u011f\u0131yla etkile\u015fimli g\u00f6rselle\u015ftirmeler ve \u0130\u015f Zekas\u0131 \u00f6zellikleri sunar.<\/p>\n\n<p>\u0130\u015fte \u00f6ne \u00e7\u0131kan birka\u00e7 Microsoft Power BI \u00f6zelli\u011fi:<\/p>\n\n<ul>\n<li>S\u00fcr\u00fckle ve b\u0131rak aray\u00fcz\u00fc ve MS Excel&#8217;e benzer.<\/li>\n\n\n\n<li>Power BI&#8217;\u0131n masa\u00fcst\u00fc ve \u00e7evrimi\u00e7i istemcileri kodsuzdur.<\/li>\n\n\n\n<li>Ba\u011flay\u0131c\u0131 k\u00fct\u00fcphanesi.<\/li>\n<\/ul>\n\n<p><strong>Fiyatland\u0131rma: Ayl\u0131k 9,99 $&#8217;dan ba\u015flar<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">13. Ataccama ONE<\/h3>\n\n<p>Ataccama ONE, \u015firket i\u00e7inde, bulutta veya hibrit bir yap\u0131land\u0131rmada kullan\u0131labilen otomatik bir veri y\u00f6netim arac\u0131d\u0131r. Yapay zeka destekli bu platform, g\u00f6rev a\u00e7\u0131s\u0131ndan kritik da\u011f\u0131t\u0131mlar i\u00e7in uygundur.<\/p>\n\n<p>Temel \u00f6zellikler \u015funlard\u0131r:<\/p>\n\n<ul>\n<li>Verilerin ke\u015ffedilmesi ve profilinin \u00e7\u0131kar\u0131lmas\u0131.<\/li>\n\n\n\n<li>Makine \u00f6\u011frenimi kullanarak veri iyile\u015ftirme, temizleme ve s\u0131n\u0131fland\u0131rma.<\/li>\n\n\n\n<li>Otomatik proje yap\u0131land\u0131rmas\u0131 ve meta veri ke\u015ffi.<\/li>\n\n\n\n<li>\u00c7e\u015fitli veri kaynaklar\u0131 ve t\u00fcrleri i\u00e7in konekt\u00f6rler.<\/li>\n<\/ul>\n\n<p><strong>Fiyatland\u0131rma: \u0130stek \u00fczerine temin edilebilir<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">14. Blendo<\/h3>\n\n<p>Blendo, bulut tabanl\u0131 veri entegrasyonu sa\u011flar ve verileri verimli bir \u015fekilde toplamak ve depolamak i\u00e7in bir\u00e7ok kayna\u011fa ba\u011flanarak \u00e7al\u0131\u015f\u0131r. Davran\u0131\u015fsal bir veri y\u00f6netimi tekni\u011fi kullanarak ilgili verileri bulur ve haz\u0131rlar.<\/p>\n\n<p>Temel \u00f6zellikler \u015funlard\u0131r:<\/p>\n\n<ul>\n<li>Sadece birka\u00e7 t\u0131klama ile \u00e7ok say\u0131da veri kayna\u011f\u0131na ba\u011flan\u0131r.<\/li>\n\n\n\n<li>Verileri MS SQL Server, PostgreSQL, Panoply, Amazon Redshift ve di\u011ferleri dahil olmak \u00fczere \u00e7e\u015fitli veritabanlar\u0131na aktar\u0131r.<\/li>\n\n\n\n<li>Bulut hizmetlerinden ge\u00e7mi\u015f veriler y\u00fcklenir ve senkronize edilir.<\/li>\n\n\n\n<li>En iyi ili\u015fkisel modeli kullanarak otomatik veri toplama, tan\u0131mlama ve haz\u0131rlama.<\/li>\n<\/ul>\n\n<p><strong>Fiyatland\u0131rma: Ayl\u0131k 150 $&#8217;dan ba\u015flar<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">15. Microsoft Azure<\/h3>\n\n<p>Microsoft Azure, bulut tabanl\u0131 veri y\u00f6netim sistemleri i\u00e7in \u00e7ok say\u0131da yap\u0131land\u0131rma se\u00e7ene\u011fi sunar. Ayr\u0131ca Azure&#8217;da kaydedilen verilere uygulanabilecek \u00e7ok say\u0131da analiz arac\u0131 da i\u00e7erir.<\/p>\n\n<p>Temel hizmetler \u015funlardan olu\u015fmaktad\u0131r:<\/p>\n\n<ul>\n<li>Sanal makineler \u00fczerinde \u00e7al\u0131\u015fan SQL sunucular\u0131 ve yayg\u0131n SQL veritabanlar\u0131<\/li>\n\n\n\n<li>Paket depolama<\/li>\n\n\n\n<li>\u00d6zel bulutlar\u0131n da\u011f\u0131t\u0131mlar\u0131<\/li>\n\n\n\n<li>\u00c7ok b\u00fcy\u00fck ak\u0131\u015fl\u0131 ham verilerin ger\u00e7ek zamanl\u0131 incelenmesi i\u00e7in Azure Veri Gezgini.<\/li>\n\n\n\n<li>ELT\/ETL hizmetleri i\u00e7in basit Panoply entegrasyonu<\/li>\n<\/ul>\n\n<p><strong>Fiyatland\u0131rma: Kullan\u0131c\u0131 uygulamas\u0131na ba\u011fl\u0131d\u0131r.<\/strong><\/p>\n\n<p class=\"has-text-align-center\">HAKKINDA B\u0130LG\u0130 ED\u0130N\u0130N: <a href=\"https:\/\/www.questionpro.com\/blog\/best-tools-for-researchers\/\">Ara\u015ft\u0131rmac\u0131lar i\u00e7in En \u0130yi 12 Ara\u00e7<\/a><\/p>\n\n<h2 class=\"wp-block-heading\">QuestionPro InsightsHub kullanarak Ara\u015ft\u0131rma Uygulamas\u0131<\/h2>\n\n<p>QuestionPro InsightsHub, i\u00e7g\u00f6r\u00fc ekiplerinin daha d\u00fczenli, daha esnek olmalar\u0131na ve verileri daha iyi <a href=\"https:\/\/www.questionpro.com\/blog\/tr\/arastirma-nedir-tanim-yontemler-turler-ve-ornekler\/\">ara\u015ft\u0131rma<\/a> yapmak i\u00e7in kullanmalar\u0131na yard\u0131mc\u0131 olan bir veri y\u00f6netim platformudur.<\/p>\n\n<p>Bir CRM&#8217;e benzer \u015fekilde \u00e7al\u0131\u015f\u0131r, ancak i\u00e7g\u00f6r\u00fcler i\u00e7in! B\u00f6ylece, art\u0131k izole ara\u015ft\u0131rma veya ke\u015fifler olmayacak ve ekip \u00fcyeleri ayr\u0131ld\u0131\u011f\u0131nda bilgi kayb\u0131 ya\u015fanmayacak.<\/p>\n\n<p>InsightsHub&#8217;da bir proje olu\u015fturun ve bir anket veya ba\u015fka bir ara\u00e7 ekleyin. Ara\u015ft\u0131rman\u0131z bittikten sonra, her projeyi di\u011fer projelere ba\u011flayabilir ve \u00f6nemli ke\u015fifleri ve k\u00fcl\u00e7eleri daha sonra eri\u015filebilmeleri i\u00e7in her birinin i\u00e7inde saklayabilirsiniz.<\/p>\n\n<p>QuestionPro InsightsHub, ekibiniz i\u00e7in a\u015fa\u011f\u0131dakiler dahil zengin ve \u00f6zelle\u015ftirilmi\u015f \u00f6zellikler sunar:<\/p>\n\n<ul>\n<li><strong>G\u00fc\u00e7l\u00fc entegrasyonlar:<\/strong> \u0130\u00e7g\u00f6r\u00fclerinizi kolayca d\u00fczenlemek i\u00e7in QuestionPro InsightsHub&#8217;\u0131 mevcut ara\u015ft\u0131rma ekosisteminiz ve platformunuzla entegre edebilirsiniz.<\/li>\n\n\n\n<li><strong>\u00c7ok dilli yetenekler:<\/strong> Arap\u00e7a ve \u0130branice gibi sa\u011fdan sola yaz\u0131 sistemlerine ve \u00c7ince ve Japonca gibi \u00e7ift baytl\u0131 karakter setlerine sahip olanlar da dahil olmak \u00fczere 50&#8217;den fazla dili destekler.<\/li>\n\n\n\n<li><strong>G\u00fcvenlik ve Uyumluluk:<\/strong> QuestionPro InsightsHub, endi\u015fesiz ara\u015ft\u0131rma i\u00e7in GDPR, HIPAA, CCPA, FEDRAMP ve Section 508 gibi federal ve yerel standartlara uygundur.<\/li>\n\n\n\n<li><strong>Demokratikle\u015ftirilmi\u015f i\u00e7g\u00f6r\u00fcler: <\/strong>Eri\u015filebilir bilgi ve tek bir do\u011fruluk kayna\u011f\u0131 oldu\u011funda kurulu\u015funuz karar verme s\u00fcrecinde hi\u00e7bir engelle kar\u015f\u0131la\u015fmadan verilere eri\u015febilir ve bunlar\u0131 kavrayabilir, bu da kurulu\u015funuz i\u00e7in yeni se\u00e7eneklerin \u00f6n\u00fcn\u00fc a\u00e7ar.<\/li>\n\n\n\n<li><strong>Birle\u015fik depo: <\/strong>T\u00fcm ara\u015ft\u0131rma verilerinizi tek bir yerde d\u00fczenlemenizi, araman\u0131z\u0131, ke\u015ffetmenizi ve bulman\u0131z\u0131 sa\u011flayan tek bir platformda projeleri g\u00f6r\u00fcnt\u00fcleyebilir ve y\u00f6netebilirsiniz.<\/li>\n\n\n\n<li><strong>Ger\u00e7ek zamanl\u0131 g\u00f6sterge tablosu:<\/strong> Ger\u00e7ek zamanl\u0131 g\u00f6sterge paneli, analitik ve istatistiklerle anlaml\u0131 i\u00e7g\u00f6r\u00fcler bulman\u0131za yard\u0131mc\u0131 olur. Anla\u015f\u0131lmas\u0131 kolay raporlama panolar\u0131 olu\u015fturabilir ve bunlar\u0131 en fazla etkiye sahip ki\u015filere g\u00f6nderebilirsiniz.<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\">Sonu\u00e7<\/h2>\n\n<p>Veri Y\u00f6netimi ara\u00e7lar\u0131, kitle geri bildirim verileri, m\u00fc\u015fteri verileri vb. gibi \u00f6nemli verileri depolar. Ara\u015ft\u0131rmac\u0131lar, pazarlamac\u0131lar, reklamc\u0131lar ve i\u015fletme y\u00f6neticileri bu ara\u00e7lar\u0131 kullanarak hedef pazarlar\u0131n\u0131n tercihlerini ve sat\u0131n alma al\u0131\u015fkanl\u0131klar\u0131n\u0131 daha iyi anlayabilirler.<\/p>\n\n<p>Bu yaz\u0131, veri y\u00f6netimi ara\u00e7lar\u0131 kavram\u0131n\u0131 temsil etmekte ve piyasada bulunan en iyi 15 veri y\u00f6netimi arac\u0131n\u0131 listelemektedir. \u015eimdi, ihtiya\u00e7lar\u0131n\u0131za g\u00f6re bu ara\u00e7lardan birini veya birka\u00e7\u0131n\u0131 kullanmak size kalm\u0131\u015f.<\/p>\n\n<p>QuestionPro her sorun ve her t\u00fcr <a href=\"https:\/\/www.questionpro.com\/blog\/tr\/veri-organizasyonu-nasil-duzenlenir-en-iyi-uygulamalar\/\">kurumsal veri<\/a> i\u00e7in \u00e7\u00f6z\u00fcmler i\u00e7erdi\u011finden, sadece bir anket yaz\u0131l\u0131m\u0131 olmaktan \u00e7ok daha fazlas\u0131d\u0131r. Ayr\u0131ca, InsightsHub ara\u015ft\u0131rma k\u00fct\u00fcphanemiz gibi veri y\u00f6netim ara\u00e7lar\u0131m\u0131z da bulunmaktad\u0131r.<\/p>\n\n<p><\/p><p style=\"text-align: center;\"><a href=\"https:\/\/www.questionpro.com\/research-edition-survey-software\/\" target=\"_blank\" rel=\"noopener\">\n  <button>DAHA FAZLA BI\u0307LGI\u0307 EDI\u0307NI\u0307N<\/button>\n<\/a>       <a href=\"https:\/\/www.questionpro.com\/a\/showEntry.do?classID=1053&amp;sourceRef=blog\" target=\"_blank\" rel=\"noopener\">\n  <button>\u00dcCRETS\u0130Z DENEME<\/button>\n<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00c7e\u015fitli kaynaklardan gelen verileri \u00f6l\u00e7eklendirmek ve bunlarla \u00e7al\u0131\u015fmak ara\u015ft\u0131rmac\u0131lar ve i\u015fletmeler i\u00e7in zorlay\u0131c\u0131 olabilir. G\u00fc\u00e7l\u00fc veri y\u00f6netimi ara\u00e7lar\u0131, ister veri [&hellip;]<\/p>\n","protected":false},"author":49,"featured_media":772941,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_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":[1114],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Ara\u015ft\u0131rma i\u00e7in En \u0130yi 15 Veri Y\u00f6netim Arac\u0131 | QuestionPro<\/title>\n<meta name=\"description\" content=\"Veri y\u00f6netimi ara\u00e7lar\u0131 ar\u015fivleme, yedekleme, geri y\u00fckleme, arama ve daha fazlas\u0131n\u0131 yapabilir. 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