{"id":13469,"date":"2022-05-15T11:27:03","date_gmt":"2022-05-15T08:27:03","guid":{"rendered":"https:\/\/www.cenuta.com\/blog\/?p=13469"},"modified":"2022-05-15T11:27:05","modified_gmt":"2022-05-15T08:27:05","slug":"big-data-nedir-ne-ise-yarar-ve-nerelerde-kullanilir-big-data-nasil-isler-ve-neden-onemli","status":"publish","type":"post","link":"https:\/\/www.cenuta.com\/blog\/big-data-nedir-ne-ise-yarar-ve-nerelerde-kullanilir-big-data-nasil-isler-ve-neden-onemli\/","title":{"rendered":"Big data nedir, ne i\u015fe yarar ve nerelerde kullan\u0131l\u0131r? Big data nas\u0131l i\u015fler ve neden \u00f6nemli"},"content":{"rendered":"\n<p>Teknolojinin geli\u015fmesiyle beraber hayat\u0131m\u0131za giren farkl\u0131 terimler olmu\u015ftur. Bu terimlerden bir tanesi de <strong>Big Data&#8217;d\u0131r<\/strong>. Big Data son zamanlarda s\u0131kl\u0131kla duymaya ba\u015flad\u0131\u011f\u0131m\u0131z bir terimdir, fakat kar\u0131\u015f\u0131k bir kavram olarak g\u00f6r\u00fcld\u00fc\u011f\u00fc i\u00e7in insanlar taraf\u0131ndan merak edilmektedir. Teknoloji geni\u015flerken dijital ve t\u00fcketici verilerinin de miktar\u0131 her ge\u00e7en g\u00fcn artmaya devam ediyor. Pazarlama ekipleri, m\u00fc\u015fterileri ile daha anlaml\u0131 ve g\u00fc\u00e7l\u00fc ili\u015fkiler kurmak, gelecekteki pazarlama kampanyalar\u0131n\u0131 geli\u015ftirmek ve rekabet ortam\u0131na haz\u0131rlanmak i\u00e7in Big Data verilerinden yararlan\u0131r. Bu makalemizde <strong>Big Data nedir? Big Data ne i\u015fe yarar? Big Data neden \u00f6nemlidir? <\/strong>gibi sorular\u0131 yan\u0131tlad\u0131k.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_71 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0130\u00e7indekiler<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-6a20ae791dd2f\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-6a20ae791dd2f\"  aria-label=\"Toggle\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.cenuta.com\/blog\/big-data-nedir-ne-ise-yarar-ve-nerelerde-kullanilir-big-data-nasil-isler-ve-neden-onemli\/#Big_Data_Nedir\" title=\"Big Data Nedir?\">Big Data Nedir?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.cenuta.com\/blog\/big-data-nedir-ne-ise-yarar-ve-nerelerde-kullanilir-big-data-nasil-isler-ve-neden-onemli\/#Big_Data_Ne_Ise_Yarar\" title=\"Big Data Ne \u0130\u015fe Yarar?\">Big Data Ne \u0130\u015fe Yarar?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.cenuta.com\/blog\/big-data-nedir-ne-ise-yarar-ve-nerelerde-kullanilir-big-data-nasil-isler-ve-neden-onemli\/#Big_Data_Tarihi\" title=\"Big Data Tarihi\">Big Data Tarihi<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.cenuta.com\/blog\/big-data-nedir-ne-ise-yarar-ve-nerelerde-kullanilir-big-data-nasil-isler-ve-neden-onemli\/#Big_Data_Nerelerde_Kullanilir\" title=\"Big Data Nerelerde Kullan\u0131l\u0131r?\">Big Data Nerelerde Kullan\u0131l\u0131r?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.cenuta.com\/blog\/big-data-nedir-ne-ise-yarar-ve-nerelerde-kullanilir-big-data-nasil-isler-ve-neden-onemli\/#Big_Data_Nasil_Isler\" title=\"Big Data Nas\u0131l \u0130\u015fler?\">Big Data Nas\u0131l \u0130\u015fler?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.cenuta.com\/blog\/big-data-nedir-ne-ise-yarar-ve-nerelerde-kullanilir-big-data-nasil-isler-ve-neden-onemli\/#Big_Datanin_Onemi\" title=\"Big Datan\u0131n \u00d6nemi\">Big Datan\u0131n \u00d6nemi<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\" id=\"big-data-nedir\"><span class=\"ez-toc-section\" id=\"Big_Data_Nedir\"><\/span>Big Data Nedir?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong>Big Data<\/strong> yani <strong>B\u00fcy\u00fck Verinin <\/strong>tan\u0131m\u0131, daha fazla \u00e7e\u015fitlilik i\u00e7eren, artan hacimlerde ve daha h\u0131zl\u0131 ula\u015fan veriler olarak ifade edilebilir. K\u0131saca anlatmak gerekirse, b\u00fcy\u00fck veri, veri kaynaklar\u0131ndan gelen daha b\u00fcy\u00fck ve daha karma\u015f\u0131k veri k\u00fcmeleridir. Bu veri k\u00fcmeleri olduk\u00e7a hacimlidir, bu nedenden dolay\u0131 geleneksel standart say\u0131labilecek i\u015fleme yaz\u0131l\u0131mlar\u0131 onlar\u0131 y\u00f6netemez haldedir. Bu b\u00fcy\u00fck hacimli veriler, \u00e7\u00f6z\u00fclemeyecek i\u015f sorunlar\u0131n\u0131 kolayca \u00e7\u00f6zebilme yetisine sahiptir.<\/p>\n\n\n\n<p>Big Data, bilgi i\u00e7in \u00e7\u0131kar\u0131labilen makine \u00f6\u011frenimi projelerinde, tahmine dayal\u0131 modellemelerde ve di\u011fer geli\u015fmi\u015f analitik uygulamalarda kullan\u0131labilen, kurulu\u015flar taraf\u0131ndan toplanan veri kombinasyonlar\u0131n\u0131n bir b\u00fct\u00fcn\u00fcd\u00fcr. Big Data genek olarak <strong>\u00fc\u00e7 V<\/strong> ile ifade edilir.<\/p>\n\n\n\n<ol class=\"wp-block-list\"><li><strong>Hacim:<\/strong>&nbsp;&nbsp;Depolanan b\u00fcy\u00fck miktarda veri.<\/li><li><strong>H\u0131z:<\/strong>&nbsp;Veri ak\u0131\u015flar\u0131n\u0131n i\u015flenmesi ve analiz edilmesi gereken y\u0131ld\u0131r\u0131m h\u0131z\u0131.<\/li><li><strong>\u00c7e\u015fitlilik:<\/strong>&nbsp;&nbsp;Say\u0131lar, metin, video, resim, ses ve metin gibi verilerin topland\u0131\u011f\u0131 farkl\u0131 kaynaklar ve formlar.<a href=\"https:\/\/www.techtarget.com\/searchbusinessanalytics\/definition\/big-data-analytics\"><\/a><\/li><\/ol>\n\n\n\n<p>Her ne kadar pop\u00fcler ve \u00f6nemli bir terim olsa da, anlamsal olarak insanlar taraf\u0131ndan karma\u015f\u0131k olarak alg\u0131lanabiliyor. Big Data tan\u0131mlamas\u0131 yap\u0131l\u0131rken baz\u0131 ara\u015ft\u0131rmac\u0131lar taraf\u0131ndan <strong>de\u011fi\u015fkenlik<\/strong> ve <strong>h\u0131z<\/strong> \u00fczerinden de\u011ferlendirmeye al\u0131n\u0131rken, baz\u0131 ki\u015filer ise <strong>d\u00fczensiz <\/strong>ve <strong>karma\u015f\u0131k <\/strong>bir yap\u0131 olarak ifade ediyor.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"big-data-ne-ise-yarar\"><span class=\"ez-toc-section\" id=\"Big_Data_Ne_Ise_Yarar\"><\/span>Big Data Ne \u0130\u015fe Yarar?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Big Data genel olarak \u015firketlerde kullan\u0131lan bir ara\u00e7t\u0131r. \u015eirketler ve markalar ba\u015far\u0131lar\u0131n\u0131 artt\u0131rmak ve daha fazla m\u00fc\u015fterilere ula\u015fmak i\u00e7in, geli\u015ftirdi\u011fi \u00fcr\u00fcn\u00fcn veya hizmetin verimlili\u011fini artt\u0131rmak i\u00e7in Big Data verilerinden yararlan\u0131yorlar. G\u00fcn\u00fcm\u00fczde dev \u015firketler dahil olmak \u00fczere neredeyse her marka Big Data verisini kullan\u0131r. Big Data verileriyle birlikte kullan\u0131c\u0131lar\u0131n al\u0131\u015fk\u0131nl\u0131klar\u0131 ve ilgi alanlar\u0131 hakk\u0131nda daha fazla bilgi ortaya \u00e7\u0131kabiliyor.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"big-data-tarihi\"><span class=\"ez-toc-section\" id=\"Big_Data_Tarihi\"><\/span>Big Data Tarihi<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Big Data kavram\u0131 nispeten yani olarak bilinmesine ra\u011fmen, asl\u0131nda ilk olarak 1990&#8217;larda kullan\u0131lm\u0131\u015ft\u0131r. Teknolojinin geli\u015fmesiyle birlikte kullan\u0131m\u0131 2000&#8217;lerde daha da yayg\u0131nla\u015ft\u0131. 2005 y\u0131llar\u0131 civar\u0131nda, Facebook, YouTube ve di\u011fer sosyal medya hizmetleri kullan\u0131c\u0131lar\u0131n ne kadar veri \u00fcretti\u011fini anlamaya ba\u015flam\u0131\u015ft\u0131r. Daha sonralar\u0131 internet kullan\u0131m\u0131n\u0131n artmas\u0131yla beraber web trafi\u011finden ve e-ticaret sitelerinden toplanan veriler \u00e7o\u011falmaya ba\u015flam\u0131\u015ft\u0131r. Bu \u015fekilde Big Data uzun bir yol kat ederek g\u00fcn\u00fcm\u00fcze kadar gelmi\u015ftir, ancak hen\u00fcz kullan\u0131\u015fl\u0131l\u0131\u011f\u0131 yeni ba\u015fl\u0131yor diyebiliriz.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"big-data-nerelerde-kullanilir\"><span class=\"ez-toc-section\" id=\"Big_Data_Nerelerde_Kullanilir\"><\/span>Big Data Nerelerde Kullan\u0131l\u0131r?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Big Data olarak bilinen teknoloji, dijital \u00e7a\u011f\u0131n belki de en etkili ve \u00f6nemli yeniliklerinden biridir. G\u00fc\u00e7l\u00fc analitiklerin ortaya \u00e7\u0131kard\u0131\u011f\u0131 devasa veri koleksiyonlar\u0131nda gizlenen modeller, neredeyse her sekt\u00f6rde planlama ve karar alma s\u00fcrecini etkiliyor. Yaln\u0131zca son on y\u0131lda kullan\u0131lan Big Data, insanlar\u0131n ya\u015fam tarzlar\u0131n\u0131, al\u0131\u015fveri\u015f al\u0131\u015fk\u0131nl\u0131klar\u0131n\u0131 ve t\u00fcketici tercihlerini neredeyse her y\u00f6nde etkileyecek bir noktaya gelmi\u015ftir.<\/p>\n\n\n\n<p>Big Datan\u0131n en \u00e7ok kullan\u0131m alan\u0131 bankac\u0131l\u0131k ve perakende sekt\u00f6r\u00fc gibi m\u00fc\u015fterilerin ilgi alanlar\u0131 ve davran\u0131\u015flar\u0131n\u0131n \u00f6nem g\u00f6sterdi\u011fi sekt\u00f6rlerdir. Genel olarak Big Data neredeyse her t\u00fcrl\u00fc sekt\u00f6rde kullan\u0131l\u0131r, en \u00e7ok kullan\u0131lan sekt\u00f6rler ise \u015funlard\u0131r:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Bankac\u0131l\u0131k Sekt\u00f6r\u00fcnde<\/li><li>\u0130leti\u015fim, Medya ve E\u011flence Sekt\u00f6r\u00fcnde<\/li><li>Sa\u011fl\u0131k Sekt\u00f6r\u00fcnde<\/li><li>E\u011fitim Sekt\u00f6r\u00fcnde<\/li><li>Perakende ve Toptan Ticaret Sekt\u00f6r\u00fcnde<\/li><li>Devlet \u0130\u015flerinde<\/li><li>Enerji ve Kamu Hizmetlerinde<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"big-data-nasil-isler\"><span class=\"ez-toc-section\" id=\"Big_Data_Nasil_Isler\"><\/span>Big Data Nas\u0131l \u0130\u015fler?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Big Data sayesinde \u015firketler m\u00fc\u015fterilerinin davran\u0131\u015flar\u0131n\u0131 inceler, bu do\u011frultuda do\u011fru kararlar almalar\u0131na ve farkl\u0131 stratejiler geli\u015ftirmelerine b\u00fcy\u00fck bir \u00f6l\u00e7\u00fcde katk\u0131 sa\u011flar. Elde edilen veriler i\u015flenebilir hale getirildikten sonra, verilerin birbirleri ile olan i\u015filkileri ortaya \u00e7\u0131kar\u0131l\u0131r. Bu sayede, karar alma konusunda senu\u00e7lar\u0131n belli bir oranda ne \u00e7\u0131kaca\u011f\u0131 kestirilebilir.<\/p>\n\n\n\n<p>\u00d6rnek olarak Google&#8217;\u0131n servislerini kullan\u0131rken, Google&#8217;\u0131n Big Data olu\u015fturmas\u0131na imkan veriyoruz. Arama sonu\u00e7lar\u0131n\u0131z do\u011frultusunda sizin ilgi alanlar\u0131n\u0131za g\u00f6re reklamlar kar\u015f\u0131n\u0131za \u00e7\u0131kartabilir.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"big-datanin-onemi\"><span class=\"ez-toc-section\" id=\"Big_Datanin_Onemi\"><\/span>Big Datan\u0131n \u00d6nemi<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Big Data tamamen ger\u00e7ek veri analizlerinin yap\u0131ld\u0131\u011f\u0131 bir ara\u00e7t\u0131r. Veri analizleriyle birlikte maliyetleri d\u00fc\u015f\u00fcrme, do\u011fru hedeflere reklam verme ve i\u015f g\u00fcc\u00fcnden tasarruf sa\u011flama gibi bir \u00e7ok farkl\u0131 alanda do\u011fru kararlar vermeye yard\u0131mc\u0131 olur. Bu \u015fekilde m\u00fc\u015fterilerinin memnuniyetini sa\u011flarken yeni m\u00fc\u015fterilerde \u00e7ekilebilir.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Teknolojinin geli\u015fmesiyle beraber hayat\u0131m\u0131za giren farkl\u0131 terimler olmu\u015ftur. Bu terimlerden<a href=\"https:\/\/www.cenuta.com\/blog\/big-data-nedir-ne-ise-yarar-ve-nerelerde-kullanilir-big-data-nasil-isler-ve-neden-onemli\/\">&#8230;<\/a><\/p>\n","protected":false},"author":4,"featured_media":14178,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[10],"tags":[506,482],"class_list":["post-13469","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-terimler-sozlugu","tag-big-data","tag-veri"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v18.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\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.cenuta.com\/blog\/big-data-nedir-ne-ise-yarar-ve-nerelerde-kullanilir-big-data-nasil-isler-ve-neden-onemli\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Big data nedir, ne i\u015fe yarar ve nerelerde kullan\u0131l\u0131r? 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