{"id":549,"date":"2015-09-30T09:31:38","date_gmt":"2015-09-30T09:31:38","guid":{"rendered":"https:\/\/verimadenciligi.tovak.org\/?p=549"},"modified":"2016-09-27T12:02:27","modified_gmt":"2016-09-27T12:02:27","slug":"r-ile-veri-madenciligi-yaz-okulu","status":"publish","type":"post","link":"https:\/\/verimadenciligi.tovak.org\/?p=549","title":{"rendered":"R ile Veri Madencili\u011fi Yaz Okulu"},"content":{"rendered":"<p>R ile Veri Madencili\u011fi Yaz Okulu 7-13 Eyl\u00fcl 2015 tarihleri aras\u0131nda <a title=\"\u0130stanbul \u00dcniversitesi Enformatik B\u00f6l\u00fcm\u00fc\" href=\"http:\/\/informatics.istanbul.edu.tr\/\" target=\"_blank\">\u0130stanbul \u00dcniversitesi Enformatik B\u00f6l\u00fcm\u00fc <\/a>, \u0130\u015fletme Fak\u00fcltesi ve <a title=\"TOVAK\" href=\"http:\/\/www.tovak.org\/\" target=\"_blank\">TOVAK<\/a> i\u015fbirli\u011fi ile <a title=\"TOVAK Uluslararas\u0131 Marmaris Akademisi\" href=\"http:\/\/www.akademimarmaris.net\/tr\/\" target=\"_blank\">TOVAK Uluslararas\u0131 Marmaris Akademisi<\/a>\u2018nde ba\u015far\u0131 ile ger\u00e7ekle\u015ftirilmi\u015ftir.<\/p>\n\n<p>Yaz okulumuz, 7 Eyl\u00fcl 2015 tarihinde a\u00e7\u0131l\u0131\u015f kokteyli ile ba\u015flam\u0131\u015ft\u0131r.<br \/>\n8 Eyl\u00fcl 2015 tarihinde Do\u00e7. Dr. Kutlu Merih ve Fatma \u00c7\u0131nar\u2019\u0131n, Do\u00e7. Dr. Co\u015fkun K\u00fc\u00e7\u00fck\u00f6zmen\u2019in de katk\u0131lar\u0131 ile ger\u00e7ekle\u015ftirdikleri \u201cR Programlama ve Veri Madencili\u011fi\u2019ne Giri\u015f, R Yaz\u0131l\u0131m\u0131 Genel \u00d6zellikleri ve Uygulama Paketleri\u201d sunumu ve Youngstown \u00dcniversitesi \u00f6\u011fretim \u00fcyelerinden Prof. Dr. Birsen Karpak\u2019\u0131n Big Data, Veri Madencili\u011finin son durumu ve gelece\u011fi, Amerika\u2019daki veri madencili\u011fi \u00e7al\u0131\u015fmalar\u0131 hakk\u0131nda bilgilerini payla\u015ft\u0131\u011f\u0131 bir skype ba\u011flant\u0131s\u0131 ger\u00e7ekle\u015ftirilmi\u015ftir. TOVAK Ba\u015fkan\u0131 Prof. Dr. Tahir \u00d6zg\u00fc k\u0131saca TOVAK&#8217;\u0131 yaz okulu kat\u0131l\u0131mc\u0131lar\u0131na anlatm\u0131\u015ft\u0131r.<\/p>\n<p>Yaz okulu, 9 ve 10 Eyl\u00fcl 2015 tarihlerinde de Prof. Dr. Erdal BALABAN ve Dr. Elif KARTAL\u2019\u0131n S\u0131n\u0131fland\u0131rma ve K\u00fcmeleme Y\u00f6ntemlerinin teori ve uygulamalar\u0131n\u0131 anlat\u0131m\u0131yla devam etmi\u015ftir. k-En Yak\u0131n Kom\u015fu Algoritmas\u0131, Logistik Regresyon Analizi, Naive Bayes Algoritmas\u0131, C4.5 Karar A\u011fac\u0131 Algoritmas\u0131 ve k-Ortalamalar Algoritmas\u0131na k\u0131saca de\u011finilmi\u015f ve her algoritman\u0131n a\u00e7\u0131klanmas\u0131ndan sonra kalp hastal\u0131\u011f\u0131n\u0131n belirlenmesine ili\u015fkin kamuya a\u00e7\u0131k veri seti \u00fczerinde R ile uygulamas\u0131 ger\u00e7ekle\u015ftirilmi\u015ftir. Kat\u0131l\u0131mc\u0131lar\u0131n da kendi bilgisayarlar\u0131nda uygulamalar\u0131 ger\u00e7ekle\u015ftirmesine olanak sunulmu\u015ftur.<\/p>\n<p>11 Eyl\u00fcl 2015 tarihinde yaz okulu kat\u0131l\u0131mc\u0131lar\u0131 \u00e7al\u0131\u015fma gruplar\u0131na ayr\u0131larak Yrd. Do\u00e7. Dr. Ay\u015fe \u00c7INAR, Yrd. Do\u00e7. Dr. G\u00fclser ACAR DONDURMACI ile \u201cRegresyon A\u011fa\u00e7lar\u0131n\u0131n \u0130MKB Verilerine Uygulanmas\u0131\u201c, Dr. Latife Sinem SARUL ile \u201cBanka Kredisi Uygulamas\u0131\u201c, F. \u00d6nay KO\u00c7O\u011eLU ile \u201cK\u00fcmeleme Algoritmalar\u0131 ile Ma\u011faza Segmentasyonu\u201d ve \u015eebnem \u00d6ZDEM\u0130R ile \u201cS\u0131n\u0131fland\u0131rma Teknikleri ile E\u011fitim S\u00fcrecinden Derlenen Verilerin Analizi\u201c konular\u0131nda \u00e7al\u0131\u015fm\u0131\u015ft\u0131r. \u00d6\u011fleden sonra t\u00fcm kat\u0131l\u0131mc\u0131lar, e\u011fitmenlerin konu anlat\u0131mlar\u0131n\u0131 dinlemi\u015ftir.<\/p>\n<p>12 Eyl\u00fcl 2015 tarihinde genel de\u011ferlendirme toplant\u0131s\u0131 ve ard\u0131ndan sertifika t\u00f6reni ger\u00e7ekle\u015ftirilmi\u015ftir.<\/p>\n<p>Farkl\u0131 sekt\u00f6r ve akademiden kat\u0131l\u0131mc\u0131lar, hem bilim yapabildikleri hem de do\u011fa ile i\u00e7 i\u00e7e sosyal aktiviteleri de ger\u00e7ekle\u015ftirebildikleri bir yaz okulunda bir araya gelmi\u015ftir. Yaz okulunda veri madencili\u011finin \u00f6zellikle s\u0131n\u0131fland\u0131rma ve k\u00fcmeleme konusunda s\u0131k\u00e7a kullan\u0131lan teknikleri, yap\u0131lan analizlerden elde edilecek sonu\u00e7lar\u0131n nas\u0131l do\u011frulanaca\u011f\u0131n\u0131 ve bu sonu\u00e7lar\u0131n nas\u0131l g\u00f6rsel bi\u00e7imde sunulaca\u011f\u0131n\u0131 aktarmay\u0131 ama\u00e7lam\u0131\u015ft\u0131r. Ayn\u0131 zamanda kat\u0131l\u0131mc\u0131lar yaz okulunda, \u00f6rnek durum incelemeleri \u00fczerinden R diliyle RStudio\u2019da veri madencili\u011fi tekniklerini nas\u0131l uygulayabileceklerini \u00f6\u011frenme f\u0131rsat\u0131 bulmu\u015ftur.<\/p>\n<p>Yaz okulu organizasyon kurulu olarak \u00f6ncelikle Mu\u011fla&#8217;da her t\u00fcrl\u00fc imkan\u0131 sunarak bizlere destek olan TOVAK Ba\u015fkan\u0131 Say\u0131n Prof. Dr. Tahir \u00d6zg\u00fc ve TOVAK Ba\u015fkan Vekili Say\u0131n Ali TURAN&#8217;a te\u015fekk\u00fcrlerimizi sunar\u0131z. Bunun yan\u0131 s\u0131ra e\u011fitime verdikleri katk\u0131lar\u0131 ile t\u00fcm e\u011fitmenlerimize ve yaz okuluna kat\u0131lan t\u00fcm kat\u0131l\u0131mc\u0131lar\u0131m\u0131za te\u015fekk\u00fcr eder, seneye yaz okulunda yeniden g\u00f6r\u00fc\u015febilmeyi temenni ederiz.<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_549\" class=\"pvc_stats all  \" data-element-id=\"549\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg aria-hidden=\"true\" focusable=\"false\" data-prefix=\"far\" data-icon=\"chart-bar\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\" class=\"svg-inline--fa fa-chart-bar fa-w-16 fa-2x\"><path fill=\"currentColor\" d=\"M396.8 352h22.4c6.4 0 12.8-6.4 12.8-12.8V108.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v230.4c0 6.4 6.4 12.8 12.8 12.8zm-192 0h22.4c6.4 0 12.8-6.4 12.8-12.8V140.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v198.4c0 6.4 6.4 12.8 12.8 12.8zm96 0h22.4c6.4 0 12.8-6.4 12.8-12.8V204.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v134.4c0 6.4 6.4 12.8 12.8 12.8zM496 400H48V80c0-8.84-7.16-16-16-16H16C7.16 64 0 71.16 0 80v336c0 17.67 14.33 32 32 32h464c8.84 0 16-7.16 16-16v-16c0-8.84-7.16-16-16-16zm-387.2-48h22.4c6.4 0 12.8-6.4 12.8-12.8v-70.4c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v70.4c0 6.4 6.4 12.8 12.8 12.8z\" class=\"\"><\/path><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/verimadenciligi.tovak.org\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>R ile Veri Madencili\u011fi Yaz Okulu 7-13 Eyl\u00fcl 2015 tarihleri aras\u0131nda \u0130stanbul \u00dcniversitesi Enformatik B\u00f6l\u00fcm\u00fc , \u0130\u015fletme Fak\u00fcltesi ve TOVAK i\u015fbirli\u011fi ile TOVAK Uluslararas\u0131 Marmaris Akademisi\u2018nde ba\u015far\u0131 ile ger\u00e7ekle\u015ftirilmi\u015ftir. Yaz okulumuz, 7 Eyl\u00fcl 2015 tarihinde a\u00e7\u0131l\u0131\u015f kokteyli ile ba\u015flam\u0131\u015ft\u0131r. 8 Eyl\u00fcl 2015 tarihinde Do\u00e7. Dr. Kutlu Merih ve Fatma \u00c7\u0131nar\u2019\u0131n, Do\u00e7. Dr. Co\u015fkun K\u00fc\u00e7\u00fck\u00f6zmen\u2019in de [&hellip;]<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_549\" class=\"pvc_stats all  \" data-element-id=\"549\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg aria-hidden=\"true\" focusable=\"false\" data-prefix=\"far\" data-icon=\"chart-bar\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\" class=\"svg-inline--fa fa-chart-bar fa-w-16 fa-2x\"><path fill=\"currentColor\" d=\"M396.8 352h22.4c6.4 0 12.8-6.4 12.8-12.8V108.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v230.4c0 6.4 6.4 12.8 12.8 12.8zm-192 0h22.4c6.4 0 12.8-6.4 12.8-12.8V140.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v198.4c0 6.4 6.4 12.8 12.8 12.8zm96 0h22.4c6.4 0 12.8-6.4 12.8-12.8V204.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v134.4c0 6.4 6.4 12.8 12.8 12.8zM496 400H48V80c0-8.84-7.16-16-16-16H16C7.16 64 0 71.16 0 80v336c0 17.67 14.33 32 32 32h464c8.84 0 16-7.16 16-16v-16c0-8.84-7.16-16-16-16zm-387.2-48h22.4c6.4 0 12.8-6.4 12.8-12.8v-70.4c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v70.4c0 6.4 6.4 12.8 12.8 12.8z\" class=\"\"><\/path><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/verimadenciligi.tovak.org\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"ngg_post_thumbnail":0,"footnotes":""},"categories":[5],"tags":[11,12,10,9,6,8,13,7],"_links":{"self":[{"href":"https:\/\/verimadenciligi.tovak.org\/index.php?rest_route=\/wp\/v2\/posts\/549"}],"collection":[{"href":"https:\/\/verimadenciligi.tovak.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/verimadenciligi.tovak.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/verimadenciligi.tovak.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/verimadenciligi.tovak.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=549"}],"version-history":[{"count":4,"href":"https:\/\/verimadenciligi.tovak.org\/index.php?rest_route=\/wp\/v2\/posts\/549\/revisions"}],"predecessor-version":[{"id":553,"href":"https:\/\/verimadenciligi.tovak.org\/index.php?rest_route=\/wp\/v2\/posts\/549\/revisions\/553"}],"wp:attachment":[{"href":"https:\/\/verimadenciligi.tovak.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=549"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/verimadenciligi.tovak.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=549"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/verimadenciligi.tovak.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=549"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}