{"product_id":"data-mining-with-rattle-and-r-the-art-of-excavating-data-for-knowledge-discovery-use-r-9781441998897","title":"Data Mining with Rattle and R: The Art of Excavating Data for Knowledge Discovery (Use R!)","description":"\u003cp\u003eData mining is the art and science of intelligent data analysis. By building knowledge from information  data mining adds considerable value to the ever increasing stores of electronic data that abound today. In performing data mining many decisions need to be made regarding the choice of methodology  the choice of data  the choice of tools  and the choice of algorithms. Throughout this book the reader is introduced to the basic concepts and some of the more popular algorithms of data mining. With a focus on the hands-on end-to-end process for data mining  Williams guides the reader through various capabilities of the easy to use  free  and open source Rattle Data Mining Software built on the sophisticated R Statistical Software. The focus on doing data mining rather than just reading about data mining is refreshing. The book covers data understanding  data preparation  data refinement  model building  model evaluation  and practical deployment. The reader will learn torapidly deliver a data mining project using software easily installed for free from the Internet. Coupling Rattle with R delivers a very sophisticated data mining environment with all the power  and more  of the many commercial offerings.\u003c\/p\u003e","brand":"My Store","offers":[{"title":"Default Title","offer_id":67898769211445,"sku":"ByrdShop_1441998896","price":49.5,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0627\/8139\/0901\/files\/9781441998897.jpg?v=1793784400","url":"https:\/\/atxbooks.com\/products\/data-mining-with-rattle-and-r-the-art-of-excavating-data-for-knowledge-discovery-use-r-9781441998897","provider":"ATX Books","version":"1.0","type":"link"}