{"id":46,"date":"2016-10-19T10:37:00","date_gmt":"2016-10-19T10:37:00","guid":{"rendered":"https:\/\/www.elifkartal.com\/?p=46"},"modified":"2021-12-27T10:44:31","modified_gmt":"2021-12-27T10:44:31","slug":"46","status":"publish","type":"post","link":"https:\/\/www.elifkartal.com\/index.php\/2016\/10\/19\/46\/","title":{"rendered":"R ile Veri Madencili\u011fi Uygulamalar\u0131 Kitab\u0131m\u0131z"},"content":{"rendered":"\n<p>Ge\u00e7en y\u0131l doktora tezim sonras\u0131nda, de\u011ferli hocam Prof. Dr. M. Erdal BALABAN ile \u00e7\u0131kard\u0131\u011f\u0131m\u0131z&nbsp;<em><a href=\"http:\/\/www.caglayan.com\/UrunDetay\/444657\/Veri-Madenciligi-Ve-Makine-Ogrenmesi-Temel-Algoritmalari-Ve-R-Dili-%C4%B0le-Uygulamalari-Prof-Dr-M-Erdal-BALABAN--Dr-Elif-KARTAL-9789754360899\" target=\"_blank\" rel=\"noreferrer noopener\">Veri Madencili\u011fi ve Makine \u00d6\u011frenmesi Temel Algoritmalar\u0131 ve R Dili ile Uygulamalar\u0131<\/a><\/em>&nbsp;kitab\u0131ndan sonra bu y\u0131l Disiplinleraras\u0131 Uygulamal\u0131 Veri Madencili\u011fi \u00c7al\u0131\u015ftay\u0131\u2019na \u201cR ile Veri Madencili\u011fi Uygulamalar\u0131\u201d ad\u0131nda \u00e7ok g\u00fczel bir kitab\u0131 daha ortaya \u00e7\u0131kartt\u0131k. Bir \u00f6ncekinden farkl\u0131 olarak&nbsp; bu kitapta art\u0131k okuyucular\u0131n temel d\u00fczeyde R programlama diline hakim olduklar\u0131 kabul edildi. Bu varsay\u0131mdan hareketle de R programlama dili kullan\u0131larak \u00e7e\u015fitli veri madencili\u011fi uygulamalar\u0131na kitapta yer verildi.<\/p>\n\n\n\n<p>Kitap 11 b\u00f6l\u00fcmden olu\u015fmaktad\u0131r. \u0130lk b\u00f6l\u00fcmde Erdal Hoca ile veri madencili\u011fi tekniklerinin spor alan\u0131ndaki uygulamas\u0131n\u0131 karar a\u011fa\u00e7lar\u0131 kullanarak ger\u00e7ekle\u015ftirdik. Son b\u00f6l\u00fcmde de tek yazarl\u0131 \u00e7al\u0131\u015fmam olan Shiny ile R Uygulamas\u0131 Geli\u015ftirme ve Kalp Riskini De\u011ferlendirmeye \u0130li\u015fkin Web Destekli Bir \u00d6rnek \u00c7al\u0131\u015fma yer al\u0131yor.<\/p>\n\n\n\n<p>R programlama dili; her ge\u00e7en g\u00fcn eklenen paketler ile zenginle\u015ftirilmektedir. A\u00e7\u0131k kaynak kodlu bir dil olan R herkes taraf\u0131ndan payla\u015f\u0131lmakta, R\u2019\u0131n hem akademik d\u00fcnyada hem de i\u015f hayat\u0131nda kullan\u0131m\u0131 giderek artmaktad\u0131r. Yapay zek\u00e2n\u0131n uzant\u0131s\u0131nda geli\u015ftirilmi\u015f olan Veri Madencili\u011fi ise, her ge\u00e7en g\u00fcn yeni algoritmalar ve yeni uygulama alanlar\u0131 ile geli\u015ftirilmektedir. Veri Madencili\u011fi y\u00f6ntemleri, gelece\u011fi \u00f6ng\u00f6rme ve gizli kalm\u0131\u015f bilgiyi ke\u015ffetme \u00f6zellikleri ile g\u00fcn\u00fcm\u00fcz\u00fcn ve gelece\u011fin en \u00f6nemli ara\u00e7lar\u0131 haline gelmi\u015ftir. Bu kitapta; \u00e7ok disiplinli bir bilim dal\u0131 (veri bilimi) olarak bilinen ve \u00f6zellikle g\u00fcn\u00fcm\u00fczde b\u00fcy\u00fck verinin (big data) analizinde kullan\u0131lan Veri Madencili\u011finin farkl\u0131 alanlardaki uygulamalar\u0131na eksiklikleri olsa da yer verilmi\u015ftir.&nbsp;<\/p>\n\n\n\n<p>\u201cR ile Veri Madencili\u011fi Uygulamalar\u0131\u201d kitab\u0131 ile R programlama dili ile veri madencili\u011fi bir araya getirilerek on bir b\u00f6l\u00fcml\u00fc ve 14 yazarl\u0131 bir eserin ortaya \u00e7\u0131kmas\u0131 sa\u011flanm\u0131\u015ft\u0131r. Bu kitap, T\u00fcrk\u00e7e literat\u00fcre kazand\u0131r\u0131larak \u00f6nemli bir bo\u015flu\u011fun doldurulmas\u0131 ama\u00e7lanm\u0131\u015ft\u0131r. \u0130\u015fletme disiplinlerinde, e\u011fitim, sa\u011fl\u0131k ve spor gibi bir\u00e7ok alanda uygulamalar ve farkl\u0131 y\u00f6ntemler ele al\u0131narak kitaba ayr\u0131ca zenginlik kat\u0131lm\u0131\u015ft\u0131r. B\u00f6l\u00fcm yazarlar\u0131n\u0131n titiz ve de\u011ferli \u00e7al\u0131\u015fmalar\u0131 ile ortaya \u00e7\u0131kar\u0131lan bu eserin T\u00fcrk \u0130\u015f hayat\u0131na ve akademik d\u00fcnyaya katk\u0131 sa\u011flamas\u0131 en b\u00fcy\u00fck dile\u011fimizdir. \u00d6\u011frenmeye ve ara\u015ft\u0131rmaya merakl\u0131, analitik d\u00fc\u015f\u00fcnebilen \u0130\u015fletmecilere, Bili\u015fimcilere, End\u00fcstri M\u00fchendislerine ve yolu bilgiden ge\u00e7en herkese arma\u011fan olsun.&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ge\u00e7en y\u0131l doktora tezim sonras\u0131nda, de\u011ferli hocam Prof. Dr. M. Erdal BALABAN ile \u00e7\u0131kard\u0131\u011f\u0131m\u0131z&nbsp;Veri Madencili\u011fi ve Makine \u00d6\u011frenmesi Temel Algoritmalar\u0131 ve R Dili ile Uygulamalar\u0131&nbsp;kitab\u0131ndan sonra bu y\u0131l Disiplinleraras\u0131 Uygulamal\u0131 Veri Madencili\u011fi \u00c7al\u0131\u015ftay\u0131\u2019na \u201cR ile Veri Madencili\u011fi Uygulamalar\u0131\u201d ad\u0131nda \u00e7ok g\u00fczel bir kitab\u0131 daha ortaya \u00e7\u0131kartt\u0131k. Bir \u00f6ncekinden farkl\u0131 olarak&nbsp; bu kitapta art\u0131k okuyucular\u0131n temel [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5,7,6],"tags":[40,25,28,27,23,36,29,32,33],"class_list":["post-46","post","type-post","status-publish","format-standard","hentry","category-akademik-faaliyetler","category-makine-ogrenmesi","category-r","tag-birliktelik-kurallari","tag-danismanli-ogrenme","tag-danismansiz-ogrenme","tag-kumeleme","tag-makine-ogrenmesi-2","tag-r-programlama-dili","tag-rstudio","tag-siniflandirma","tag-veri-madenciligi"],"_links":{"self":[{"href":"https:\/\/www.elifkartal.com\/index.php\/wp-json\/wp\/v2\/posts\/46","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.elifkartal.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.elifkartal.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.elifkartal.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.elifkartal.com\/index.php\/wp-json\/wp\/v2\/comments?post=46"}],"version-history":[{"count":2,"href":"https:\/\/www.elifkartal.com\/index.php\/wp-json\/wp\/v2\/posts\/46\/revisions"}],"predecessor-version":[{"id":48,"href":"https:\/\/www.elifkartal.com\/index.php\/wp-json\/wp\/v2\/posts\/46\/revisions\/48"}],"wp:attachment":[{"href":"https:\/\/www.elifkartal.com\/index.php\/wp-json\/wp\/v2\/media?parent=46"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.elifkartal.com\/index.php\/wp-json\/wp\/v2\/categories?post=46"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.elifkartal.com\/index.php\/wp-json\/wp\/v2\/tags?post=46"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}