Description: Data Science Foundations : Geometry and Topology of Complex Hierarchic Systems and Big Data Analytics, Hardcover by Murtagh, Fionn, ISBN 1498763936, ISBN-13 9781498763936, Brand New, Free shipping in the US "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.
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Book Title: Data Science Foundations : Geometry and Topology of Complex Hiera
Number of Pages: 224 Pages
Publication Name: Data Science Foundations : Geometry and Topology of Complex Hierarchic Systems and Big Data Analytics
Language: English
Publisher: CRC Press LLC
Item Height: 0.7 in
Publication Year: 2017
Subject: Probability & Statistics / General, Research, Databases / Data Mining, Applied, Mathematical Analysis
Item Weight: 20 Oz
Type: Textbook
Item Length: 10.1 in
Subject Area: Mathematics, Computers, Social Science
Author: Fionn Murtagh
Item Width: 7.2 in
Series: Chapman and Hall/Crc Computer Science and Data Analysis Ser.
Format: Hardcover
