Data Mining with Rattle and R pdf epub mobi txt 電子書 下載 2024


Data Mining with Rattle and R

簡體網頁||繁體網頁
Graham Williams
Springer
2011-8-4
396
GBP 49.99
Paperback
9781441998897

圖書標籤: R  數據挖掘  Rattle  Programming  Mining  計算機科學  計算機技術  方法論   


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发表于2024-11-14

Data Mining with Rattle and R epub 下載 mobi 下載 pdf 下載 txt 電子書 下載 2024

Data Mining with Rattle and R epub 下載 mobi 下載 pdf 下載 txt 電子書 下載 2024

Data Mining with Rattle and R pdf epub mobi txt 電子書 下載 2024



圖書描述

Data 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 to rapidly 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.

Data Mining with Rattle and R 下載 mobi epub pdf txt 電子書

著者簡介

Dr Graham Williams is Senior Director of Analytics with the Australian Taxation Office, and previously Principal Computer Scientist for Data Mining with CSIRO. He is also Visiting Professor and Senior International Scientist with the Shenzhen Institutes of Advanced Analytics of the Chinese Academy of Sciences, Adjunct Professor, Data Mining, Fraud Prevention, Security, University of Canberra, and Adjunct Professor, Australian National University. Graham regularly teaches data mining courses and is author of the freely available, open source data mining system, Rattle. He has been involved in many data mining projects for clients from government and industry over his long career. His research developments included ensemble learning (1980's) and hot spots discovery (1990's). He is actively involved in the international artificial intelligence and data mining research communities, particularly as chair of the Pacific Asia Knowledge Discovery and Data Mining conference series and founder and co-chair of the Australasian Data Mining conference series. Graham has editted a number of books and authored many academic and industry papers and reports. His current focus is on making data mining technology readily accessible, ensuring research, innovation and discovery are repeatable and available, and encouraging the free and open sharing of knowledge.


圖書目錄


Data Mining with Rattle and R pdf epub mobi txt 電子書 下載
想要找書就要到 小哈圖書下載中心
立刻按 ctrl+D收藏本頁
你會得到大驚喜!!

用戶評價

評分

使用可視化的Rattle工具講解瞭數據挖掘的各個流程,可作為R語言學習的入門教程!

評分

上完uiuc的2門Coursera,當做是看過這本書瞭,rattle真是懶人福利

評分

使用可視化的Rattle工具講解瞭數據挖掘的各個流程,可作為R語言學習的入門教程!

評分

上完uiuc的2門Coursera,當做是看過這本書瞭,rattle真是懶人福利

評分

neat as a toolkit

讀後感

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Data Mining with Rattle and R pdf epub mobi txt 電子書 下載 2024


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