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DATA SCIENCE FOUNDATIONS: GEOMETRY AND TOPOLOGY OF COMPLEX HIERARCHIC SYSTEMS AND BIG DATA ANALYTICS (hb) 2018
Author: FIONN MURTAGH
ISBN: 9781498763936
Year: 2017
Publisher: CRC PRESS
Category: DATA STRUCTURE
Edition: 1
Format: Hard Cover
Language: English
Pages: 206
 ABOUT THE TITLE
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.

Features
? Takes an approach based on the geometry and topology of complex hierarchic systems.
? Provides a good balance of rigour, mathematics, and computational thinking.
? Features case studies from various fields, including social media, psychoanalysis, and cosmology.
? Data sets and software code, mostly in R, can be downloaded from the book website: http://www.DataScienceGeometryTopology.info.
Summary

Author: Fionn Murtagh
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