{"id":14,"date":"2014-07-30T20:52:50","date_gmt":"2014-07-30T20:52:50","guid":{"rendered":"http:\/\/ertekprojects.com\/veri-bilimi\/?p=14"},"modified":"2022-04-09T10:58:51","modified_gmt":"2022-04-09T10:58:51","slug":"veri-bilimine-nereden-baslasam-nasil-anlasam","status":"publish","type":"post","link":"https:\/\/ertekprojects.com\/veri-bilimi\/blog\/veri-bilimine-nereden-baslasam-nasil-anlasam\/","title":{"rendered":"Veri Bilimine Nereden Ba\u015flasam, Nas\u0131l Anlasam?"},"content":{"rendered":"<p>Kariyerim boyunca \u00e7ok say\u0131da yeni konuya g\u00f6z\u00fc kara bir bi\u00e7imde girdi\u011fim i\u00e7in benim de en \u00e7ok sordu\u011fum sorulardan biri <strong>&#8220;Nereden ba\u015flamal\u0131?&#8221;<\/strong> sorusu olmu\u015ftur.<\/p>\n<p>Veri Bilimi i\u00e7in bu sorunun \u00e7ok basit bir yan\u0131t\u0131 var. \u0130ster son derece teknik bir ge\u00e7mi\u015ften, isterseniz de teknik olmayan bir ge\u00e7mi\u015ften geliyor olun, size veri bilimini sevdirerek, \u00f6rnekler \u00fczerinden anlatacak, \u00fcstelik bunu yaparken sizi en yayg\u0131n yaz\u0131l\u0131mlardan biri konusunda yeti\u015ftirecek olan bir kitap var.<\/p>\n<p>Bu kitap <strong>&#8220;RapidMiner: Data Mining Use Cases and Business Analytics Applications&#8221;<\/strong> kitab\u0131.<\/p>\n<p><a href=\"http:\/\/www.amazon.com\/gp\/product\/1482205491\/ref=as_li_tl?ie=UTF8&amp;camp=1789&amp;creative=9325&amp;creativeASIN=1482205491&amp;linkCode=as2&amp;tag=httpertekproc-20&amp;linkId=POQ63WLCXUL2OVFT\"><img decoding=\"async\" src=\"https:\/\/ws-na.amazon-adsystem.com\/widgets\/q?_encoding=UTF8&amp;ASIN=1482205491&amp;Format=_SL250_&amp;ID=AsinImage&amp;MarketPlace=US&amp;ServiceVersion=20070822&amp;WS=1&amp;tag=httpertekproc-20\" alt=\"\" border=\"0\" \/><\/a><img loading=\"lazy\" decoding=\"async\" style=\"border: none !important; margin: 0px !important;\" src=\"https:\/\/ir-na.amazon-adsystem.com\/e\/ir?t=httpertekproc-20&amp;l=as2&amp;o=1&amp;a=1482205491\" alt=\"\" width=\"1\" height=\"1\" border=\"0\" \/><\/p>\n<p>Kitaptaki her bir b\u00f6l\u00fcm, size veri madencili\u011finin, veri biliminin bir konusunu uygulamal\u0131 olarak, \u00fcstelik RapidMiner yaz\u0131l\u0131m\u0131n\u0131 kulland\u0131rarak \u00f6\u011fretiyor. \u00dcstelik her b\u00f6l\u00fcmde bir verinin \u00fczerinden gidiliyor ve bu verilerin tamam\u0131 kitab\u0131n resmi \u0130nternet sitesinden indirilebiliyor:<\/p>\n<p><a title=\"RapidMiner: Data Mining Use Cases and Business Analytics Applications\" href=\"http:\/\/rapidminerbook.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">http:\/\/rapidminerbook.com\/<\/a><\/p>\n<p>Bu kitab\u0131 tavsiye ederken kitapta benim de bir b\u00f6l\u00fcm\u00fcm oldu\u011funu, ve bu sebeple tam olarak tarafs\u0131z davranam\u0131yor olabilece\u011fimi kabul etmem gerekiyor. Meslekta\u015flar\u0131m Dr. Dilek Tapucu ve \u0130nan\u00e7 Ar\u0131n ile yazd\u0131\u011f\u0131m\u0131z b\u00f6l\u00fcm\u00fcn ba\u015fl\u0131\u011f\u0131 &#8220;Text Mining with RapidMiner&#8221;, ve bu b\u00f6l\u00fcm\u00fcn <a title=\"Text Mining with RapidMiner\" href=\"http:\/\/ertekprojects.com\/gurdal-ertek-publications\/blog\/2014\/07\/14\/text-mining-with-rapidminer\/\" target=\"_blank\" rel=\"noopener noreferrer\">bas\u0131mdan \u00f6nceki bir s\u00fcr\u00fcm\u00fcn\u00fc \u0130nternet&#8217;ten indirerek<\/a> metin madencili\u011finin temellerini de buradan \u00f6\u011frenebilirsiniz.<\/p>\n<p>Burada \u00f6nemli bir bilgiyi de vermem gerekiyor:<\/p>\n<p>E\u011fer verinizin boyutlar\u0131 yeterince b\u00fcy\u00fck ise (mesela gigabaytlar seviyesinde ya da daha b\u00fcy\u00fck ise) bu durumda uzun vadede RapidMiner yaz\u0131l\u0131m\u0131n\u0131 kullanamayabilirsiniz, ve bulut \u00fczerinden R ya da Hadoop gibi b\u00fcy\u00fck veri ara\u00e7lar\u0131na ve sistemlerine ihtiya\u00e7 duyabilirsiniz. Ancak bence Hadoop ya da benzeri ara\u00e7lar\u0131 kullanacak dahi olsan\u0131z veri madencili\u011fi tekniklerinin ve veri biliminin temellerini yine de biliyor olman\u0131z gerekiyor. Bu sebeple kan\u0131mca, her hal\u00fckarda bu tarz, teknikleri uygulamal\u0131 \u00f6\u011frenebilece\u011finiz bir e\u011fitim tecr\u00fcbesinden ge\u00e7meniz gerekiyor. Ve bu t\u00fcr bir tecr\u00fcbe i\u00e7in klasik veri madencili\u011fi kitaplar\u0131 yerine kollar\u0131n\u0131z\u0131 s\u0131vayarak ta\u015f\u0131n alt\u0131na elinizi dald\u0131rtacak bu t\u00fcr bir kitap ya da video serisinden ba\u015flaman\u0131z\u0131 \u00f6neriyorum.<\/p>\n<p><strong>Veri Bilimi Blog\u2019unu Facebook\u2019tan takip i\u00e7in \u201cLike\u201d edebilirsiniz:<\/strong><\/p>\n<p><a title=\"Veri-Bilimi.org - Dr. G\u00fcrdal Ertek'in Veri Bilimi Blog'u\" href=\"https:\/\/www.facebook.com\/pages\/Veri-Bilimi\/1446007435677205?ref_type=bookmark\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-67 size-full\" src=\"https:\/\/ertekprojects.com\/yurtdisiegitimyasam\/wp-content\/uploads\/2014\/07\/facebook.png\" alt=\"Yurtd\u0131siEgitimYasam.com Facebook Sayfas\u0131\" width=\"167\" height=\"72\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Kariyerim boyunca \u00e7ok say\u0131da yeni konuya g\u00f6z\u00fc kara bir bi\u00e7imde girdi\u011fim i\u00e7in benim de en \u00e7ok sordu\u011fum sorulardan biri &#8220;Nereden<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"colormag_page_container_layout":"default_layout","colormag_page_sidebar_layout":"default_layout","footnotes":""},"categories":[19,20],"tags":[30],"class_list":["post-14","post","type-post","status-publish","format-standard","hentry","category-kisisel-gelisim-yol-haritasi","category-kitap-onerileri","tag-veri-bilimi"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Veri Bilimine Nereden Ba\u015flasam, Nas\u0131l Anlasam? 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