{"id":17699,"date":"2021-09-24T15:33:40","date_gmt":"2021-09-24T12:33:40","guid":{"rendered":"https:\/\/mobidictum.com\/?p=17699"},"modified":"2023-03-24T20:53:30","modified_gmt":"2023-03-24T17:53:30","slug":"veriye-dayali-yaklasim-analitigin-zirvesi-mi","status":"publish","type":"post","link":"https:\/\/mobidictum.com\/tr\/veriye-dayali-yaklasim-analitigin-zirvesi-mi\/","title":{"rendered":"Veriye Dayal\u0131 Yakla\u015f\u0131m: Analiti\u011fin Zirvesi mi?"},"content":{"rendered":"\n<p>Veriye dayal\u0131 bir yakla\u015f\u0131m hakk\u0131nda bir \u015fey biliyor musunuz? Her yerde kullan\u0131l\u0131r &#8211; projelere veri odakl\u0131 bir yakla\u015f\u0131m, i\u015fg\u00fcc\u00fc planlamas\u0131na, b\u00fcy\u00fcme pazarlamas\u0131na, geli\u015ftirmeye &#8211; hemen hemen her \u015feye uygulanabilir. Bu yaz\u0131m\u0131zda, i\u015finizde kullanman\u0131z gereken tek yakla\u015f\u0131m m\u0131 yoksa yolunuz daha engeeli ve zor mu olaca\u011f\u0131ndan bahsedece\u011fiz.<\/p>\n\n\n\n<p><strong>Veriye dayal\u0131 yakla\u015f\u0131m nedir?<\/strong> Tahmin edebilece\u011finiz gibi, veri kullanma anlam\u0131na gelen bir yakla\u015f\u0131md\u0131r. B\u00fcy\u00fck miktarda veri. \u015eirketinizdeki t\u00fcm analitik s\u00fcreci y\u00f6nlendirmek ve s\u00fcrd\u00fcrmeniz i\u00e7in yeterli bir miktar.<\/p>\n\n\n\n<p>Her isim ve b\u00fcy\u00fckl\u00fckteki bir \u015firkette veriye dayal\u0131 k\u00fclt\u00fcr\u00fcn geli\u015fimini takip edelim.<\/p>\n\n\n\n<p>\u015eirket <strong>data-resistant<\/strong> olarak ba\u015flar. Veri sonu\u00e7lar\u0131na kar\u015f\u0131 kas\u0131tl\u0131 olarak hareket eder, veriler kas\u0131tl\u0131 olarak reddedilir ve t\u00fcm kararlar yaln\u0131zca sahiplerin ve karar vericilerin \u00f6znel isteklerine dayal\u0131 olarak al\u0131n\u0131r. 21. y\u00fczy\u0131ldaki en iyi yakla\u015f\u0131m de\u011fil \u00e7\u00fcnk\u00fc do\u011fal olarak \u00e7\u00f6k\u00fc\u015fe yol a\u00e7\u0131yor (her zaman de\u011fil ama s\u0131kl\u0131kla).<\/p>\n\n\n\n<p>\u015eirket sahipleri ve karar vericileri, \u015firketlerinin batmas\u0131n\u0131 istemezler ve e\u011fer ak\u0131ll\u0131larsa verileri kullanmaya ba\u015flarlar. \u015eirket \u00f6nce <strong>data-aware<\/strong> haline gelir ve verilerden yaln\u0131zca k\u0131smen yararlan\u0131r; daha sonra <strong>data-guided<\/strong>  olarak geli\u015fir ve \u00fcretim s\u00fcrecinde veriyi kullanmaya ba\u015flar. Bundan sonra, sonu\u00e7lar iyiyse, <strong>data-<strong>savvy<\/strong><\/strong> olmak i\u00e7in d\u00f6n\u00fc\u015f\u00fcr. Geli\u015fiminin sonunda, veri odakl\u0131 olacak \u015fekilde geli\u015fir (bu arada &#8211; veri odakl\u0131 olmak istiyorsan\u0131z tam d\u00f6ng\u00fcl\u00fc bir <a rel=\"noreferrer noopener\" href=\"https:\/\/www.devtodev.com\/\" data-type=\"URL\" data-id=\"https:\/\/www.devtodev.com\/\" target=\"_blank\">analitik hizmetine<\/a> ihtiyac\u0131n\u0131z vard\u0131r).<\/p>\n\n\n\n<p>\u015eirket, bol miktarda veri toplad\u0131\u011f\u0131 anda de\u011fil, verilerin karar vermede kilit fakt\u00f6r haline geldi\u011fi anda veri odakl\u0131 bir \u015firket olarak kabul edilebilir.<\/p>\n\n\n\n<p>Ya bir \u015firkette \u00e7ok say\u0131da rapor haz\u0131rl\u0131yorsa. Bu veri odakl\u0131 oldu\u011fu anlam\u0131na m\u0131 geliyor? Hay\u0131r. \u00c7ok say\u0131da raporun varl\u0131\u011f\u0131 bir \u015fey ifade etmez. Bunlar\u0131n nas\u0131l kullan\u0131ld\u0131\u011f\u0131n\u0131 veya karar vermeyi nas\u0131l etkiledi\u011fini bile bilmiyoruz.<\/p>\n\n\n\n<p>Ger\u00e7ek anlamda veriye dayal\u0131 bir \u015firketteki s\u00fcre\u00e7 zincirine bir g\u00f6z atal\u0131m. Verileri al\u0131yoruz, bir rapor halinde derliyoruz. Analist bu raporu analiz eder, ard\u0131ndan karar veren ki\u015fi onu okur. Ard\u0131ndan, daha sonra bir miktar de\u011ferle sonu\u00e7lanacak eylem yap\u0131l\u0131r. Bu tipik bir veriye dayal\u0131 zincirdir.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/mobidictum.com\/wp-content\/uploads\/2021\/09\/devtodev-data-driven-instruction-1024x576.jpg\" alt=\"devtodev data driven instruction\" class=\"wp-image-17694\" srcset=\"https:\/\/mobidictum.com\/wp-content\/uploads\/2021\/09\/devtodev-data-driven-instruction-1024x576.jpg 1024w, https:\/\/mobidictum.com\/wp-content\/uploads\/2021\/09\/devtodev-data-driven-instruction-600x338.jpg 600w, https:\/\/mobidictum.com\/wp-content\/uploads\/2021\/09\/devtodev-data-driven-instruction-300x169.jpg 300w, https:\/\/mobidictum.com\/wp-content\/uploads\/2021\/09\/devtodev-data-driven-instruction-768x432.jpg 768w, https:\/\/mobidictum.com\/wp-content\/uploads\/2021\/09\/devtodev-data-driven-instruction-380x214.jpg 380w, https:\/\/mobidictum.com\/wp-content\/uploads\/2021\/09\/devtodev-data-driven-instruction-800x450.jpg 800w, https:\/\/mobidictum.com\/wp-content\/uploads\/2021\/09\/devtodev-data-driven-instruction-1160x653.jpg 1160w, https:\/\/mobidictum.com\/wp-content\/uploads\/2021\/09\/devtodev-data-driven-instruction.jpg 1246w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption>Data Driven Instruction<\/figcaption><\/figure>\n\n\n\n<h2 id=\"peki-gercekten-bir-zirve-mi\" class=\"wp-block-heading\">Peki, ger\u00e7ekten bir zirve mi?<\/h2>\n\n\n\n<p>Veri odakl\u0131 yakla\u015f\u0131m\u0131 ne kadar \u00f6vsek de, veri kullan\u0131m\u0131 a\u00e7\u0131s\u0131ndan \u015firket geli\u015fiminin zirvesi de\u011fildir. Nispeten yeni bir &#8220;data-informed&#8221; kavram\u0131 var. Veriye dayal\u0131 yakla\u015f\u0131m, veri kullan\u0131m\u0131n\u0131n karar vermede bir\u00e7ok fakt\u00f6rden biri oldu\u011fu yakla\u015f\u0131md\u0131r.<\/p>\n\n\n\n<p>Veriye dayal\u0131 yakla\u015f\u0131m, i\u015finizi basit\u00e7e d\u00fczeltmenize ve halihaz\u0131rda sahip olduklar\u0131n\u0131zdan en iyi \u015fekilde yararlanman\u0131za olanak tan\u0131r. Bununla birlikte, daha ileri gitmek istiyorsan\u0131z, verilerin yan\u0131 s\u0131ra ba\u015fka fakt\u00f6rleri de kullanman\u0131z gerekecek &#8211; ve bu fakt\u00f6rler (\u015fa\u015f\u0131rt\u0131c\u0131 bir \u015fekilde!) sezgimiz ve uzmanl\u0131\u011f\u0131m\u0131zd\u0131r &#8211; verilere evrimimizin ba\u015flang\u0131c\u0131nda kurtulmaya \u00e7al\u0131\u015ft\u0131\u011f\u0131m\u0131z iki \u015fey &#8211; g\u00fcd\u00fcml\u00fc karar verme.<\/p>\n\n\n\n<p>Bununla birlikte, i\u015finizi geli\u015ftirmeye devam etmek istiyorsan\u0131z, vizyoner olman\u0131z, onu farkl\u0131 bir y\u00f6ne \u00e7evirebilecek baz\u0131 yeni fikirler bulman\u0131z ve bir sonraki seviyeye ta\u015f\u0131man\u0131z gerekir. Bunu yapt\u0131ktan sonra, zirveye giden yolu bulmak i\u00e7in tekrar veriye dayal\u0131 yakla\u015f\u0131m\u0131 kullanman\u0131z gerekecek. Bu s\u00fcre\u00e7 asl\u0131nda sonsuzdur.<\/p>\n\n\n\n<p>Yani \u00f6zetlemek gerekirse. Karar verme s\u00fcreciniz her zaman verilere dayal\u0131 olmal\u0131d\u0131r (&#8220;veri odakl\u0131&#8221; olmal\u0131d\u0131r). Ancak, veriye dayal\u0131 yakla\u015f\u0131m\u0131n sundu\u011fu t\u00fcm se\u00e7enekleri t\u00fckettikten sonra durup etrafa bakman\u0131n zaman\u0131 gelecektir. Ve beklenmedik (ama iyi!) sonu\u00e7lar \u00fcretebilecek, veriye dayal\u0131 daha yarat\u0131c\u0131 bir yakla\u015f\u0131m uygulamaya ba\u015flay\u0131n. Devtodev&#8217;in<a href=\"https:\/\/www.devtodev.com\/?signupdemo\" data-type=\"URL\" data-id=\"https:\/\/www.devtodev.com\/?signupdemo\" target=\"_blank\" rel=\"noreferrer noopener\"> \u00dcCRETS\u0130Z demosunu<\/a> deneyin &#8211; uygulamalar ve oyunlar i\u00e7in kullan\u0131c\u0131lar\u0131 \u00f6deme yapan kullan\u0131c\u0131lara d\u00f6n\u00fc\u015ft\u00fcrmenize, kullan\u0131c\u0131 kayb\u0131n\u0131 tahmin etmenize yard\u0131mc\u0131 olan tam d\u00f6ng\u00fcl\u00fc bir analiz \u00e7\u00f6z\u00fcm\u00fc , gelir ve m\u00fc\u015fteri ya\u015fam boyu de\u011ferinin yan\u0131 s\u0131ra kullan\u0131c\u0131 davran\u0131\u015f\u0131n\u0131 analiz eder ve etkiler.<\/p>\n","protected":false},"excerpt":{"rendered":"Veriye Dayal\u0131 yakla\u015f\u0131m i\u015finizde mutlaka kullanman\u0131z gereken bir \u015fey mi?\n","protected":false},"author":1,"featured_media":17697,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8875,8861],"tags":[],"class_list":{"0":"post-17699","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-akademi","8":"category-haberler","9":"cs-entry","10":"cs-video-wrap"},"_links":{"self":[{"href":"https:\/\/mobidictum.com\/tr\/wp-json\/wp\/v2\/posts\/17699","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mobidictum.com\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mobidictum.com\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mobidictum.com\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mobidictum.com\/tr\/wp-json\/wp\/v2\/comments?post=17699"}],"version-history":[{"count":1,"href":"https:\/\/mobidictum.com\/tr\/wp-json\/wp\/v2\/posts\/17699\/revisions"}],"predecessor-version":[{"id":152071,"href":"https:\/\/mobidictum.com\/tr\/wp-json\/wp\/v2\/posts\/17699\/revisions\/152071"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mobidictum.com\/tr\/wp-json\/wp\/v2\/media\/17697"}],"wp:attachment":[{"href":"https:\/\/mobidictum.com\/tr\/wp-json\/wp\/v2\/media?parent=17699"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mobidictum.com\/tr\/wp-json\/wp\/v2\/categories?post=17699"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mobidictum.com\/tr\/wp-json\/wp\/v2\/tags?post=17699"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}