Statistical and Machine-Learning Data Mining, Third Edition: Techniques for Better Predictive Modeling and Analysis of Big Data, Third Edition
Bruce Ratner
- 出版商: Chapman and Hall/CRC
- 出版日期: 2017-06-01
- 售價: $4,760
- 貴賓價: 9.5 折 $4,522
- 語言: 英文
- 頁數: 696
- 裝訂: Hardcover
- ISBN: 1498797601
- ISBN-13: 9781498797603
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相關分類:
大數據 Big-data、Data-mining、Machine Learning
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相關翻譯:
統計挖掘與機器學習:大數據預測建模和分析技術(原書第3版) (簡中版)
相關主題
商品描述
The third edition of a bestseller, Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data is still the only book, to date, to distinguish between statistical data mining and machine-learning data mining. is a compilation of new and creative data mining techniques, which address the scaling-up of the framework of classical and modern statistical methodology, for predictive modeling and analysis of big data. SM-DM provides proper solutions to common problems facing the newly minted data scientist in the data mining discipline. Its presentation focuses on the needs of the data scientists (commonly known as statisticians, data miners and data analysts), delivering practical yet powerful, simple yet insightful quantitative techniques, most of which use the "old" statistical methodologies improved upon by the new machine learning influence.