{"id":1211,"date":"2018-12-26T17:26:52","date_gmt":"2018-12-26T15:26:52","guid":{"rendered":"https:\/\/www.guzel.net.tr\/blog\/?p=1211"},"modified":"2018-12-26T17:26:52","modified_gmt":"2018-12-26T15:26:52","slug":"veri-analizi-nedir","status":"publish","type":"post","link":"https:\/\/www.guzel.net.tr\/blog\/genel\/veri-analizi-nedir.html","title":{"rendered":"Veri Analizi Nedir?"},"content":{"rendered":"<p>Veri Analizi (Data Analysis); ham verinin toplanmas\u0131, ay\u0131klanmas\u0131 ve i\u015flenmesi ile ortaya koyulan, yeni \u00f6ng\u00f6r\u00fcler ve sonu\u00e7lar\u0131 i\u00e7eren s\u00fcreci ifade ediyor. T\u00fcm i\u015fletmeler i\u00e7in veri analizi; yap\u0131lacak yat\u0131r\u0131mlar, yeni projelerde kararlar, b\u00fcy\u00fcme ya da k\u00fc\u00e7\u00fclme gibi pek \u00e7ok farkl\u0131 karar alma s\u00fcre\u00e7lerinde etkin bir ara\u00e7 olarak kullan\u0131labilecek bilimsel bir y\u00f6ntem olarak kar\u015f\u0131m\u0131za \u00e7\u0131k\u0131yor.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p>Veri analiz ara\u00e7lar\u0131 da de\u011fi\u015fen ve d\u00f6n\u00fc\u015fen teknolojilerle birlikte hem boyut hem de kapsam a\u00e7\u0131s\u0131ndan farkl\u0131la\u015fm\u0131\u015f, yepyeni bir hale d\u00f6n\u00fc\u015fm\u00fc\u015f durumda. Bu yepyeni s\u00fcre\u00e7; b\u00fcy\u00fck veri (big data) olarak tan\u0131mlanan devasa verilerin olu\u015fturdu\u011fu mucizevi ve tart\u0131\u015fmal\u0131 bir evreni tan\u0131ml\u0131yor.<\/p>\n<p><b>Veri Analiz S\u00fcreci Nas\u0131l \u0130\u015fliyor?\u00a0<\/b><\/p>\n<p>Veri analiz s\u00fcreci \u00f6ncesinde gereksinimlerin do\u011fru bi\u00e7imde belirlenmesi ve bu do\u011frultuda hedeflerin de net \u015fekilde ortaya koyulmas\u0131 gerekir. Hedeflere karar verildikten sonra s\u00fcre\u00e7 \u00e7ok daha seri ve sonu\u00e7 odakl\u0131 bi\u00e7imde ilerleyebilir.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<ul>\n<li>Problemin Tespiti<\/li>\n<li>Veri \u00d6l\u00e7\u00fcm Altyap\u0131s\u0131n\u0131n olu\u015fturulmas\u0131<\/li>\n<li>Verinin Toplanmas\u0131<\/li>\n<li>Veri Analizi<\/li>\n<li>Uygulama ve Testler<\/li>\n<\/ul>\n<p><b>Problemin Tespiti;<\/b> \u00d6n analizler \u0131\u015f\u0131\u011f\u0131nda problemin tan\u0131mlanmas\u0131n\u0131 ifade eder. Problem analiz edildi\u011finde neyin hedeflendi\u011fi konusunda net bir sonu\u00e7 ortaya \u00e7\u0131kar\u0131r.<\/p>\n<p><b>Veri \u00d6\u00e7\u00fcm Altyap\u0131s\u0131n\u0131n Olu\u015fturulmas\u0131:<\/b> Veri \u00f6l\u00e7\u00fcm y\u00f6ntemlerini belirlemek, ek veri kaynaklar\u0131n\u0131 tespit etmek ve sisteme i\u015flemek, Yeterli veri toplama s\u00fcrecine karar vermek, t\u00fcm bu a\u015famada sa\u011fl\u0131kl\u0131 bir veri analizi i\u00e7in olmazsa olmaz bir unsurdur.<\/p>\n<p><b>Veri Analizi: <\/b>Temel veri analizlerinin ger\u00e7ekle\u015ftirilmesi s\u00fcrecini ifade eder. Geli\u015fmi\u015f veri analizleri de bu noktada devreye girerek, do\u011fru sonu\u00e7lara ula\u015famama riski en aza indirilmeye \u00e7al\u0131\u015f\u0131l\u0131r.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p><b>Uygulama ve Testler:<\/b> Veriden elde edilen bilgilerin test edilmesi s\u00fcrecini kapsar, testlerin sa\u011fl\u0131kl\u0131 sonu\u00e7lar vermesi halinde, y\u00fcr\u00fct\u00fclen veri analiz s\u00fcrecinin ba\u015far\u0131ya ula\u015ft\u0131\u011f\u0131 s\u00f6ylenebilir.<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/www.guzel.net.tr\/blog\/wp-content\/uploads\/2018\/12\/gorsel1-1.jpg\"><img decoding=\"async\" class=\"alignnone size-full wp-image-1216\" src=\"https:\/\/www.guzel.net.tr\/blog\/wp-content\/uploads\/2018\/12\/gorsel1-1.jpg\" alt=\"\" width=\"575\" height=\"355\" srcset=\"https:\/\/www.guzel.net.tr\/blog\/wp-content\/uploads\/2018\/12\/gorsel1-1.jpg 575w, https:\/\/www.guzel.net.tr\/blog\/wp-content\/uploads\/2018\/12\/gorsel1-1-300x185.jpg 300w\" sizes=\"(max-width: 575px) 100vw, 575px\" \/><\/a><\/p>\n<p><b>Veri Analizinin \u0130\u015fletmeler i\u00e7in Faydalar\u0131<span class=\"Apple-converted-space\">\u00a0<\/span><\/b><\/p>\n<p>Veri analizi sayesinde i\u015fletmeler temelde \u015fu faydalardan yararlan\u0131r;<\/p>\n<ul>\n<li>\u0130sabetli kararlar verme<\/li>\n<li>M\u00fc\u015fterilerden al\u0131nan geri d\u00f6n\u00fc\u015fleri do\u011fru okuma<\/li>\n<li>Verimlilik<\/li>\n<li>Gelirlerde art\u0131\u015f<\/li>\n<\/ul>\n<p>S\u00f6z konusu son madde; gelirlerle art\u0131\u015f; veri analizinin faydalar\u0131ndan \u00e7ok sonucu gibi de d\u00fc\u015f\u00fcn\u00fclebilir. M\u00fc\u015fterilerden al\u0131nan geri d\u00f6n\u00fc\u015flerin analizleri sayesinde; etkili pazarlama y\u00f6ntemleri, etkisiz pazarlama y\u00f6ntemleri \u00e7ok daha rahat bi\u00e7imde ortaya konabilir. Reklam kampanyalar\u0131n\u0131n geri d\u00f6n\u00fc\u015fleri ve \u015firketinize katt\u0131\u011f\u0131 yarar\u0131 da \u00e7ok daha formal bi\u00e7imde \u00f6l\u00e7ebilirsiniz.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p><b>Veri Analiz Ara\u00e7lar\u0131<span class=\"Apple-converted-space\">\u00a0<\/span><\/b><\/p>\n<p>Pek \u00e7ok farkl\u0131 veri analiz arac\u0131 ve t\u00fcr\u00fc bulunur. Temelde ise 3 ana kategoride de\u011ferlendirilir;<\/p>\n<ul>\n<li>G\u00f6rsel<\/li>\n<li>Say\u0131sal<\/li>\n<li>S\u00f6zel<\/li>\n<\/ul>\n<p>G\u00f6rsel olarak veri analizleri sunan ara\u00e7lard\u0131r. Harita, foto\u011fraf, grafik gibi farkl\u0131 t\u00fcrlerde veri analiz sonu\u00e7lar\u0131n\u0131 ortaya koyar. Say\u0131sal olarak veri analizleri sunan ara\u00e7lar; \u00f6zellikle say\u0131sal veriler \u00fczerinden sonu\u00e7lar\u0131 de\u011ferlendirmemize yard\u0131mc\u0131 olur. Say\u0131sal ve g\u00f6rsel<span class=\"Apple-converted-space\">\u00a0 <\/span>olarak analizler sunan veri analiz ara\u00e7lar\u0131 da mevcuttur. S\u00f6zel olarak; ana temel problemlerin belirlenmesi, kavramsalla\u015ft\u0131rma, y\u00f6ntem, politika ve uygulamalar hak\u0131nda de\u011ferlendirmeler sunar.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p><b>Veri Analizi ve B\u00fcy\u00fck Veri Tart\u0131\u015fmalar\u0131<\/b><\/p>\n<p>Veri analizi konusundaki geli\u015fmeler ve web 3.0 \u00e7a\u011f\u0131yla birlikte hi\u00e7 durmadan katlanarak artan veriler; bilim insanlar\u0131n\u0131 \u201cbig data\u201d (b\u00fcy\u00fck veri) kavram\u0131yla tan\u0131\u015ft\u0131r\u0131yor ve bu konu \u00fczerinden yeni tart\u0131\u015fmalar a\u00e7\u0131yor. Tart\u0131\u015fman\u0131n temelinde; petabyte b\u00fcy\u00fckl\u00fc\u011f\u00fcnde devasa verilerin harcad\u0131\u011f\u0131 enerji ve maliyetlerle insanl\u0131\u011fa sa\u011flad\u0131\u011f\u0131 fayda aras\u0131ndaki denge bulunuyor.<\/p>\n<p>Amerika ba\u015fta olmak \u00fczere pek \u00e7ok geli\u015fmi\u015f Avrupa \u00fclkesinde yer alan devasa veri depolama sahalar\u0131na ili\u015fkin de\u011ferlendirmeler ve tart\u0131\u015fmalar; verinin h\u0131zla b\u00fcy\u00fcmeye devam etmesi nedeniyle ate\u015fli bir bi\u00e7imde devam edece\u011fe benziyor. Verilerin analiz edilmesi i\u00e7in \u00f6ncelikle toplanmas\u0131 gerekiyor; s\u00f6z konusu veri toplama i\u015fleminin insanlar\u0131n r\u0131zas\u0131 al\u0131narak m\u0131 yoksa al\u0131nmadan yap\u0131ld\u0131\u011f\u0131 da bu konudaki tart\u0131\u015fmay\u0131 daha da i\u00e7inden \u00e7\u0131k\u0131lmaz bir hale d\u00f6n\u00fc\u015ft\u00fcr\u00fcyor.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Veri Analizi (Data Analysis); ham verinin toplanmas\u0131, ay\u0131klanmas\u0131 ve i\u015flenmesi ile ortaya koyulan, yeni \u00f6ng\u00f6r\u00fcler ve sonu\u00e7lar\u0131 i\u00e7eren s\u00fcreci ifade ediyor. T\u00fcm i\u015fletmeler i\u00e7in veri analizi; yap\u0131lacak yat\u0131r\u0131mlar, yeni projelerde kararlar, b\u00fcy\u00fcme ya da k\u00fc\u00e7\u00fclme gibi pek \u00e7ok farkl\u0131 karar&#8230;<\/p>\n","protected":false},"author":3,"featured_media":1219,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1211","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-genel"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Veri Analizi Nedir? - G\u00fczel Hosting Internet Hizmetleri - Blog<\/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:\/\/www.guzel.net.tr\/blog\/genel\/veri-analizi-nedir.html\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Veri Analizi Nedir? - G\u00fczel Hosting Internet Hizmetleri - Blog\" \/>\n<meta property=\"og:description\" content=\"Veri Analizi (Data Analysis); ham verinin toplanmas\u0131, ay\u0131klanmas\u0131 ve i\u015flenmesi ile ortaya koyulan, yeni \u00f6ng\u00f6r\u00fcler ve sonu\u00e7lar\u0131 i\u00e7eren s\u00fcreci ifade ediyor. 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