{"id":9221,"date":"2014-03-26T09:53:52","date_gmt":"2014-03-26T09:53:52","guid":{"rendered":"http:\/\/atifunaldi.wordpress.com\/?p=9221"},"modified":"2014-03-26T09:53:52","modified_gmt":"2014-03-26T09:53:52","slug":"buyuk-veriyle-ilgili-dogru-bilinen-yanlislar","status":"publish","type":"post","link":"https:\/\/atif.unaldi.org\/blog\/2014\/03\/26\/buyuk-veriyle-ilgili-dogru-bilinen-yanlislar\/","title":{"rendered":"B\u00fcy\u00fck Veriyle ilgili do\u011fru bilinen yanl\u0131\u015flar"},"content":{"rendered":"<p>B\u00fcy\u00fck Veri ve B\u00fcy\u00fck Veri\u2019nin analiz edilerek i\u015fletmeler taraf\u0131ndan kullan\u0131lmas\u0131, i\u015f d\u00fcnyas\u0131n\u0131n dijital yap\u0131lanmas\u0131yla birlikte g\u00fcn ge\u00e7tik\u00e7e geli\u015fim g\u00f6steriyor. EMC\u2019nin Global E\u011fitim Hizmetleri b\u00f6l\u00fcm\u00fcn\u00fcn Teknik Dan\u0131\u015fman\u0131 David Dietrich, B\u00fcy\u00fck Veri konusunda kar\u015f\u0131la\u015ft\u0131\u011f\u0131 \u201cdo\u011fru bilinen yanl\u0131\u015flar\u0131\u201d yorumlad\u0131.<br \/>\n1. B\u00fcy\u00fck Veri\u2019yle ilgili en \u00f6nemli \u015fey boyutudur<br \/>\nDavid Dietrich, B\u00fcy\u00fck Veri\u2019nin boyutunu \u015f\u00f6yle anlat\u0131yor: \u201cB\u00fcy\u00fck Veri daha \u00e7ok verinin boyutu ile ilgilidir \u00e7\u00fcnk\u00fc B\u00fcy\u00fck Veri ad\u0131 \u00fcst\u00fcnde b\u00fcy\u00fckt\u00fcr, \u00f6yle de\u011fil mi? Harvard \u00dcniversitesi Kantitatif Sosyal Bilimler Enstit\u00fcs\u00fc\u2019nden Gary King\u2019e g\u00f6re pek de \u00f6yle de\u011fil\u2026 Ge\u00e7mi\u015fe g\u00f6re daha fazla miktarda veriyle \u00e7al\u0131\u015f\u0131ld\u0131\u011f\u0131 bir ger\u00e7ek, ancak insanlar a\u011f\u0131rl\u0131kl\u0131 olarak gigabaytlara, terabaytlara, petabaytlara odaklan\u0131rsa, B\u00fcy\u00fck Veri\u2019ye de veri depolama ve teknoloji ile ilgili bir sorun olarak bak\u0131yorlar demektir. Bu her ne kadar \u00f6nemli bir konu da olsa, B\u00fcy\u00fck Veri\u2019nin daha fazla dikkat \u00e7eken y\u00f6nleri genellikle di\u011fer iki V oluyor: Variety (\u00c7e\u015fitlilik) ve Velocity (H\u0131z). H\u0131z, duraks\u0131z iletilen veriyi ve \u00e7ok h\u0131zl\u0131 veriyi ifade ediyor. D\u00fc\u015f\u00fck gecikme s\u00fcreleri olan veriler bir veri havuzunda toplan\u0131yor ve bu da insanlar\u0131n daha h\u0131zl\u0131 (hatta otomatik) karar almalar\u0131na olanak sa\u011fl\u0131yor.\u201d<br \/>\nBir\u00e7ok insan verileri rakamlardan olu\u015fan s\u00fctun ya da sat\u0131r olarak d\u00fc\u015f\u00fcn\u00fcr, \u00f6rne\u011fin bir Excel tablosu, RDBMS ve terabaytlarca yap\u0131land\u0131r\u0131lm\u0131\u015f veri saklayan veri depolar\u0131 gibi\u2026 Bu do\u011fru olsa da, B\u00fcy\u00fck Veri a\u011f\u0131rl\u0131kl\u0131 olarak yar\u0131-yap\u0131sal ya da yap\u0131land\u0131r\u0131lmam\u0131\u015f verilerle ilgilidir. B\u00fcy\u00fck Veri insanlar\u0131n veriler hakk\u0131nda d\u00fc\u015f\u00fcn\u00fcrken akl\u0131na gelmeyen, RFID yongalar\u0131, ak\u0131ll\u0131 cep telefonlar\u0131ndaki jeo-uzamsal sens\u00f6rler, resimler, video dosyalar\u0131, ses tan\u0131ma verileri ve bu verilerle ilgili meta veriler gibi di\u011fer unsurlar\u0131n t\u00fcm\u00fcn\u00fc i\u00e7erir.<br \/>\n2.  \u201c\u015eirketimin mevcut yap\u0131s\u0131yla B\u00fcy\u00fck Veri\u2019yi analiz edebilirim\u201d<br \/>\n\u0130\u015fletmelerin, b\u00fcy\u00fck veriyi i\u015flerken farkl\u0131 t\u00fcr veri girdilerini (g\u00f6rsel, t\u0131klama dizisi, video, ses ses izleri, XML, &#8230;) anlayabilen, depolayabilen, analiz edebilen ve bu verileri paralel bir \u015fekilde i\u015fleyebilen yeni ara\u00e7lara ihtiyac\u0131 vard\u0131r.  Bu nedenle sekt\u00f6rde, bu ayr\u0131 veri kaynaklar\u0131n\u0131 y\u00f6netebilen ve onlarla paralel bir \u015fekilde ilgilenebilen yeni teknolojilere ihtiya\u00e7 duyuluyor.<br \/>\n3.  Kusurlu veri kalitesi B\u00fcy\u00fck Veri\u2019nin de\u011fersiz oldu\u011fu anlam\u0131na gelmeli<br \/>\nB\u00fcy\u00fck Veri ku\u015fkusuz da\u011f\u0131n\u0131k olabilir ve veri kalitesi de her t\u00fcr analiz i\u00e7in \u00f6nemlidir. Ancak, unutulmamas\u0131 gereken \u00f6nemli \u015fey verinin do\u011fas\u0131 gere\u011fi \u201cg\u00fcr\u00fclt\u00fcl\u00fc\u201d oldu\u011fudur. Yani, dikkati da\u011f\u0131tacak bir\u00e7ok \u015fey, farkl\u0131 bir\u00e7ok anormallik ve tutars\u0131zl\u0131k olacakt\u0131r. \u00d6nemli olan budanabilen ve de\u011ferli analizler i\u00e7in kullan\u0131labilen verinin miktar\u0131na ve \u00e7e\u015fitlili\u011fine odaklanmakt\u0131r. Baz\u0131 durumlarda, i\u015fletmeler b\u00fcy\u00fck veri kaynaklar\u0131n\u0131 ayr\u0131\u015ft\u0131rmak ve temizlemek isteyecektir, baz\u0131lar\u0131nda ise bu daha az \u00f6nemli olacakt\u0131r.<br \/>\nDietrich, bu noktada \u201cGoogle Trends\u201d \u00f6rne\u011finden yola \u00e7\u0131k\u0131yor ve \u015f\u00f6yle a\u00e7\u0131kl\u0131yor: \u201cGoogle Trends, Google\u2019da en \u00e7ok arama yapt\u0131klar\u0131 ba\u015fl\u0131klar\u0131 g\u00f6sterir. \u00d6rne\u011fin insanlar\u0131n 2013 senesi boyunca Google\u2019da en \u00e7ok arama yapt\u0131\u011f\u0131 ba\u015fl\u0131klar\u0131 bulmak istedi\u011fimizi d\u00fc\u015f\u00fcnelim&#8230; Yap\u0131lan aramalar\u0131 taramak ve s\u0131ralamak ola\u011fan\u00fcst\u00fc b\u00fcy\u00fck bir depolama kapasitesi, i\u015flemci g\u00fcc\u00fc ve g\u00fc\u00e7l\u00fc analitik teknikler gerektirir. Bu G\u0130GO\u2019ya daha az odaklan\u0131lan B\u00fcy\u00fck Veri kullan\u0131m\u0131na bir \u00f6rnektir.\u201d<\/p>\n","protected":false},"excerpt":{"rendered":"<p>B\u00fcy\u00fck Veri ve B\u00fcy\u00fck Veri\u2019nin analiz edilerek i\u015fletmeler taraf\u0131ndan kullan\u0131lmas\u0131, i\u015f d\u00fcnyas\u0131n\u0131n dijital yap\u0131lanmas\u0131yla birlikte g\u00fcn ge\u00e7tik\u00e7e geli\u015fim g\u00f6steriyor. EMC\u2019nin Global E\u011fitim Hizmetleri b\u00f6l\u00fcm\u00fcn\u00fcn Teknik Dan\u0131\u015fman\u0131 David Dietrich, B\u00fcy\u00fck Veri konusunda kar\u015f\u0131la\u015ft\u0131\u011f\u0131 \u201cdo\u011fru bilinen yanl\u0131\u015flar\u0131\u201d&#8230;<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-9221","post","type-post","status-publish","format-standard","hentry","category-blogum"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>B\u00fcy\u00fck Veriyle ilgili do\u011fru bilinen yanl\u0131\u015flar - At\u0131f \u00dcnald\u0131 | Yaz\u0131lar ve Yay\u0131n Ar\u015fivi<\/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:\/\/atif.unaldi.org\/blog\/2014\/03\/26\/buyuk-veriyle-ilgili-dogru-bilinen-yanlislar\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"B\u00fcy\u00fck Veriyle ilgili do\u011fru bilinen yanl\u0131\u015flar - At\u0131f \u00dcnald\u0131 | Yaz\u0131lar ve Yay\u0131n Ar\u015fivi\" \/>\n<meta property=\"og:description\" content=\"B\u00fcy\u00fck Veri ve B\u00fcy\u00fck Veri\u2019nin analiz edilerek i\u015fletmeler taraf\u0131ndan kullan\u0131lmas\u0131, i\u015f d\u00fcnyas\u0131n\u0131n dijital yap\u0131lanmas\u0131yla birlikte g\u00fcn ge\u00e7tik\u00e7e geli\u015fim g\u00f6steriyor. 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