Data Science Foundations —— Geometry and Topology of Complex Hierarchic Systems and Big Data Analytics

----- 数据科学基础：复杂分级系统与大数据分析的几何学和拓扑学

ISBN: 9781498763936 出版年：2017 页码：224 Murtagh, Fionn CRC Press

"Data Science Foundations\u3000is 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.