Data Science Foundations: Geometry and Topology of Complex Hierarchic Systems and Big Data Analytics
暫譯: 數據科學基礎：複雜層級系統的幾何與拓撲及大數據分析
Murtagh, Fionn
- 出版商: CRC
- 出版日期: 2020-09-30
- 售價: $2,510
- 貴賓價: 9.5 折 $2,385
- 語言: 英文
- 頁數: 206
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0367657759
- ISBN-13: 9780367657758
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相關分類:
大數據 Big-data、Data Science
海外代購書籍(需單獨結帳)
商品描述
"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.
商品描述(中文翻譯)
「數據科學基礎 是非常受歡迎的作品，實際上是該領域非常需要的一本文獻……與大多數數據分析文本大相逕庭，後者大多忽略了基礎概念，僅僅呈現方法的食譜……這是一本非常有用的書，我肯定會在我的教學中使用它。」
- 馬克·吉羅拉米，華威大學
數據科學涵蓋了數學、統計學、數據分析、機器學習和模式識別等傳統學科。本書旨在提供一個新的數據科學框架，基於數學和計算科學的堅實基礎。它以易於理解的風格撰寫，適合對該主題感興趣但不一定在所有方面都是專家的讀者。書中包含來自不同領域的廣泛案例研究，並旨在激勵和啟發讀者對數據、相關信息和衍生知識的興趣。
作者簡介
Fionn Murtagh's very first post after his PhD was educational research at a national level, followed by nuclear energy risk assessment. He then worked for a dozen years on the Hubble Space Telescope, as a European Space Agency Senior Scientist. Following many Professor of Computer Science positions, teaching and research, and senior management positions in Ireland, France, USA and UK, he is very happy now to be advancing data science as Professor of Data Science, and Director, Centre for Mathematics and Data Science, at the University of Huddersfield.
作者簡介(中文翻譯)
Fionn Murtagh 在取得博士學位後的第一份工作是從事國家級的教育研究，隨後轉向核能風險評估。他接著在哈勃太空望遠鏡上工作了十多年，擔任歐洲太空總署的高級科學家。在擔任多個計算機科學教授職位、進行教學和研究，以及在愛爾蘭、法國、美國和英國的高級管理職位之後，他現在非常高興能夠在哈德斯菲爾德大學擔任數據科學教授及數學與數據科學中心主任，推進數據科學的發展。
