{"id":3866,"date":"2022-08-26T16:33:17","date_gmt":"2022-08-26T13:33:17","guid":{"rendered":"http:\/\/turknetwp.local\/?p=3866"},"modified":"2023-08-17T11:59:55","modified_gmt":"2023-08-17T08:59:55","slug":"big-data-buyuk-veri-nedir-nerelerde-ve-nasil-kullanilir","status":"publish","type":"post","link":"https:\/\/www.turk.net\/blog\/big-data-buyuk-veri-nedir-nerelerde-ve-nasil-kullanilir\/","title":{"rendered":"Big Data (B\u00fcy\u00fck Veri) Nedir? Nerelerde ve Nas\u0131l Kullan\u0131l\u0131r?"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">\u0130nsanl\u0131k tarihinden itibaren d\u00fcnyay\u0131 \u015fekillendiren bir\u00e7ok g\u00fc\u00e7 olmu\u015ftur. Ate\u015fin, buharl\u0131 makinelerin ve elektri\u011fin icad\u0131 gibi geli\u015fmeler bu \u015fekillendirici g\u00fcc\u00fcn en b\u00fcy\u00fck \u00f6rnekleridir. Yak\u0131n d\u00f6nemde ise g\u00fc\u00e7 kavram\u0131 \u00e7ok farkl\u0131 bir y\u00f6ne evrilmi\u015ftir. Kas g\u00fcc\u00fcnden makinele\u015fmeye, makinele\u015fmeden veriye dayal\u0131 bir hal alm\u0131\u015ft\u0131r. End\u00fcstri 4.0 denilen veriye dayal\u0131, verinin her \u015fey oldu\u011fu bir d\u00f6nemdeyiz. Bu d\u00f6nemin ise en \u00f6nemli kavram\u0131 \u201cBig Data\u201d yani \u201cB\u00fcy\u00fck Veri\u201ddir. B\u00fcy\u00fck veriyi daha ayr\u0131nt\u0131l\u0131 \u015fekilde ele alal\u0131m.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Big Data (B\u00fcy\u00fck Veri) Nedir?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">B\u00fcy\u00fck veri, verilerin anlaml\u0131 hale getirilmi\u015f halidir. Veriler analiz edilir, s\u0131n\u0131fland\u0131r\u0131l\u0131r, i\u015flenir ve b\u00f6ylelikle bir veri y\u0131\u011f\u0131n\u0131 halinde de\u011fil anlamland\u0131r\u0131lm\u0131\u015f bir halde kullan\u0131labilir bilgi kaynaklar\u0131na d\u00f6n\u00fc\u015f\u00fcr. Veriler \u00fc\u00e7 a\u015famal\u0131 olarak Big Data haline gelir;\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Birle\u015ftirme: Bu a\u015famada bir\u00e7ok kaynaktan gelen veriler bir araya getirilir.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Y\u00f6netme: Verilerin y\u00f6netilmesi a\u015famas\u0131d\u0131r. B\u00fcy\u00fck veri denilince akl\u0131n\u0131za gelmesi gereken birka\u00e7 d\u00f6k\u00fcman olmamal\u0131d\u0131r. Y\u00fczlerce kaynaktan gelen milyonlarca veridir. Bu kadar b\u00fcy\u00fck bir verinin depolanmas\u0131 gerekmektedir. Bu i\u015flemi \u015firketler kendi i\u00e7lerinde ya da bulut kullanarak \u00e7\u00f6zmektedirler. G\u00fcn\u00fcm\u00fczde her iki \u015fekilde de depolama yapmakta olanlar vard\u0131r.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Analiz Etme: Analiz edilmeyen hi\u00e7bir verinin anlam\u0131 yoktur. Yaln\u0131zca depolamak bir veriyi anlaml\u0131 hale getirmez. Bu sebeple b\u00fcy\u00fck verinin en \u00f6nemli analiz etme ad\u0131m\u0131d\u0131r.<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">Big Data&#8217;n\u0131n Temel \u00d6zellikleri Nelerdir?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">B\u00fcy\u00fck veri be\u015f ana bile\u015fenden olu\u015fmaktad\u0131r. Bunlar \u015fu \u015fekilde listelenebilir:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Volume (Hacim): Verinin miktar\u0131 i\u00e7in kullan\u0131lan terimdir. Bu veri miktar\u0131 i\u015flenen veriye g\u00f6re art\u0131p azalmaktad\u0131r.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Velocity (H\u0131z): Verininin al\u0131nma ve i\u015flem yap\u0131lma s\u00fcresine h\u0131z denir. H\u0131z oran\u0131 ne kadar y\u00fcksekse o kadar de\u011ferlidir. G\u00fcn\u00fcm\u00fczde ger\u00e7ek zamanl\u0131 h\u0131zla \u00e7al\u0131\u015fan bir\u00e7ok cihaz bulunmas\u0131n\u0131n sebebi h\u0131z\u0131n \u00f6nemli bir bile\u015fen olmas\u0131d\u0131r.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Variety (\u00c7e\u015fitlilik): Veri t\u00fcr\u00fcn\u00fcn birden fazla olmas\u0131 \u00e7e\u015fitlili\u011fine \u00f6rnektir. \u00d6rne\u011fin bir metin ve ses iki veri t\u00fcr\u00fcd\u00fcr.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Verification (Do\u011frulama): Son zamanlarda \u00e7\u0131kan veri g\u00fcvenli\u011fini ifade eden bir terimdir. Bu terim do\u011frultusunda verinin kimler taraf\u0131ndan g\u00f6r\u00fcn\u00fcp i\u015flenebilece\u011fi, verinin do\u011frulu\u011fu konular\u0131 ele al\u0131nmaktad\u0131r.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Value (De\u011fer): Veri anlaml\u0131 oldu\u011fu kadar de\u011ferlidir. De\u011ferli olan veri de kuruma de\u011fer katar. Kurumun ihtiyac\u0131n\u0131 kar\u015f\u0131lamayan gereksiz veri y\u0131\u011f\u0131nlar\u0131 de\u011fersizdir.<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">Big Data (B\u00fcy\u00fck Veri) Neden \u00d6nemlidir?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Veri g\u00fcn\u00fcm\u00fczde yeri doldurulamaz bir \u00f6neme sahiptir. Turizmden sanayiye, e\u011fitimden sa\u011fl\u0131\u011fa her sekt\u00f6rde verinin \u00f6nemi g\u00f6z ard\u0131 edilemez bir boyuttad\u0131r. End\u00fcstri 4.0 ve \u00f6ncesinde t\u00fcketici odakl\u0131 de\u011fil i\u015f odakl\u0131 bir d\u00fczen vard\u0131. Bu d\u00fczen do\u011frultusunda \u00fcretilen \u00fcr\u00fcn vard\u0131 ve bu \u00fcr\u00fcn sat\u0131l\u0131rd\u0131. Talep do\u011frultusunda \u00fcr\u00fcn\u00fcn \u00fcretimi artt\u0131r\u0131l\u0131r ya da azaltmal\u0131d\u0131r. Fakat g\u00fcn\u00fcm\u00fczde her alanda \u00e7ok b\u00fcy\u00fck bir rekabet s\u00f6z konusu bu sebeple \u00fcr\u00fcn \u00fcretmek de\u011fil \u00fcr\u00fcn\u00fc t\u00fcketici isteklerine g\u00f6re \u00fcretmek \u00f6nemli hale geldi. T\u00fcketiciyi anlamak, be\u011fenilerini \u00f6\u011frenmek, ihtiya\u00e7lar\u0131n\u0131 ve ihtiyac\u0131 olabilecek zamanlar\u0131 bulmak \u00f6nemli hale geldi. Bir \u00f6rnekle ele alabiliriz.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bir elbise almak istiyorsunuz diyelim. \u0130nternet sitesinden yaln\u0131zca bir elbiseye bakt\u0131n\u0131z. Sistem bunu alg\u0131lar ve sizin \u00f6n\u00fcn\u00fcze elbise getirir. Diyelim ki bebek bezi, mama, bebek k\u0131yafetleri \u00fczerine bir arama yapt\u0131n\u0131z. Sistem sizin bir ebeveyn oldu\u011funuzu alg\u0131lar ve size bebek \u00fcr\u00fcnlerini daha \u00e7ok g\u00f6sterir. Bu \u00f6rnekler b\u00fcy\u00fck verinin yaln\u0131zca k\u00fc\u00e7\u00fck bir k\u0131sm\u0131n\u0131 olu\u015fturur.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">B\u00fcy\u00fck Veri Teknolojileri ve Veri Analiti\u011fi<\/span><\/h2>\n<p>B\u00fcy\u00fck verilerin analizini kolay bir \u015fekilde y\u00f6netmek i\u00e7in geli\u015ftirilen \u00e7e\u015fitli teknolojiler ve ara\u00e7lar bulunmaktad\u0131r. Bu ara\u00e7 ve teknolojilerden baz\u0131lar\u0131 \u015funlard\u0131r;<\/p>\n<ul>\n<li>Hadoop: B\u00fcy\u00fck verinin depolanmas\u0131 ve i\u015flenmesi i\u00e7in a\u00e7\u0131k kaynakl\u0131 bir platformdur.<\/li>\n<li>Spark: Ger\u00e7ek zamanl\u0131 olarak b\u00fcy\u00fck verilerin i\u015flenmesi kolayla\u015ft\u0131ran bir veri i\u015fleme moturudur. Hadoop platformuna g\u00f6re \u00e7ok daha fazla h\u0131zl\u0131 \u015fekilde \u00e7al\u0131\u015f\u0131r.<\/li>\n<li>NoSQL Veritabanlar\u0131: Yap\u0131sal olmayan verileri depolamak ve y\u00f6netmek i\u00e7in kullan\u0131l\u0131r.<\/li>\n<li>Veri Madencili\u011fi ve Makine \u00d6\u011frenimi: B\u00fcy\u00fck veri analiti\u011finde kullan\u0131lan y\u00f6ntemler aras\u0131nda veri madencili\u011fi ve makine \u00f6\u011frenimi de yer al\u0131r. Bu teknikler, veri setlerindeki \u00f6r\u00fcnt\u00fcleri ve ili\u015fkileri ke\u015ffetmek i\u00e7in kullan\u0131l\u0131r.<\/li>\n<li>G\u00f6rsel Analitik Ara\u00e7lar\u0131: Veri analizini g\u00f6rsel olarak anlamak i\u00e7in kullan\u0131lan ara\u00e7lard\u0131r. Tableau ve Power BI, g\u00f6rsel analitik ara\u00e7lar\u0131na \u00f6rnek olarak g\u00f6sterilebilir.<\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">Big Data (B\u00fcy\u00fck Veri) Kullan\u0131m Alanlar\u0131 Nelerdir?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">B\u00fcy\u00fck veri g\u00fcn\u00fcm\u00fczde her alanda kullan\u0131lmaktad\u0131r. Elinizdeki telefonlardan sanayi sekt\u00f6r\u00fcnde kullan\u0131lan cihazlara kadar b\u00fcy\u00fck veri yer almaktad\u0131r. En basit \u00f6rnek ise asl\u0131nda \u00e7ok uzaklarda de\u011fil evlerinizin i\u00e7erisindedir. Araca bindi\u011fimizde evinize ula\u015fmadan evin havaland\u0131r\u0131lmas\u0131, \u0131s\u0131n\u0131n ayarlanmas\u0131 ak\u0131ll\u0131 cihazlar\u0131n varl\u0131\u011f\u0131n\u0131 sizlere g\u00f6stermektedir. Evin i\u00e7ine girdi\u011fimizde \u0131\u015f\u0131\u011f\u0131n otomatik olarak yanmas\u0131, ak\u0131ll\u0131 robot s\u00fcp\u00fcrgelerinin evin her alan\u0131n haritas\u0131n\u0131 \u00e7\u0131kar\u0131p temizlik yapmas\u0131 kullan\u0131m alanlar\u0131na \u00f6rnek olarak verilebilir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Gerek g\u00fcnl\u00fck ya\u015fant\u0131n\u0131zda gerekse de i\u015f hayat\u0131n\u0131zda i\u015finizi kolayla\u015ft\u0131racak b\u00fcy\u00fck veri olduk\u00e7a \u00f6nemli bir yere sahiptir. Teknolojinin giderek geli\u015fmesi ve geni\u015flemesiyle birlikte kullan\u0131m alanlar\u0131nda art\u0131\u015f g\u00f6r\u00fclmesi muhtemeldir.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0130nsanl\u0131k tarihinden itibaren d\u00fcnyay\u0131 \u015fekillendiren bir\u00e7ok g\u00fc\u00e7 olmu\u015ftur. Ate\u015fin, buharl\u0131 makinelerin ve elektri\u011fin icad\u0131 gibi geli\u015fmeler bu \u015fekillendirici g\u00fcc\u00fcn en b\u00fcy\u00fck \u00f6rnekleridir. Yak\u0131n d\u00f6nemde ise g\u00fc\u00e7 kavram\u0131 \u00e7ok farkl\u0131 bir y\u00f6ne evrilmi\u015ftir. Kas g\u00fcc\u00fcnden makinele\u015fmeye, makinele\u015fmeden veriye dayal\u0131 bir hal alm\u0131\u015ft\u0131r. End\u00fcstri 4.0 denilen veriye dayal\u0131, verinin her \u015fey oldu\u011fu bir d\u00f6nemdeyiz. Bu d\u00f6nemin ise [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":4658,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-3866","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-teknoloji"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Big Data (B\u00fcy\u00fck Veri) Nedir? Nerelerde ve Nas\u0131l Kullan\u0131l\u0131r? - Turknet Blog<\/title>\n<meta name=\"description\" content=\"Big data (b\u00fcy\u00fck veri) nedir, ne i\u015fe yarar ve nerelerde kullan\u0131l\u0131r? 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