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商品詳細
Data Science Foundations : Geometry and Topology of Complex Hierarchic Systems and Big Data Analytics.
・ISBN 978-1-4987-6393-6 hard GB£ 103.99
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電子版あり 大学・学術機関向け電子ブック（eBook）ISBN 978-1-315-36749-1
| 著者・編者 | Murtagh, Fionn, |
|---|---|
| シリーズ | Chapman & Hall/CRC Computer Science & Data Analysis |
| 出版社 | (Chapman & Hall/CRC, US) |
| 出版年月 | 2017 |
| ページ数 | 224 pp. |
| 言語 | ENG |
| ニュース番号 | ＜M25-13675＞ |
解説
"Data Science Foundations is most welcome and, indeed, a piece of literature that the field is very much in need of...quite different from most data analytics texts which largely ignore foundational concepts and simply present a cookbook of methods...a very useful text and I would certainly use it in my teaching."
- Mark Girolami, Warwick University
Data Science encompasses the traditional disciplines of mathematics, statistics, data analysis, machine learning, and pattern recognition. This book is designed to provide a new framework for Data Science, based on a solid foundation in mathematics and computational science. It is written in an accessible style, for readers who are engaged with the subject but not necessarily experts in all aspects. It includes a wide range of case studies from diverse fields, and seeks to inspire and motivate the reader with respect to data, associated information, and derived knowledge.