Data Science Foundations

Name: Data Science Foundations
Brand: CRC Press

CRC Press

Data Science FoundationsGeometry and Topology of Complex Hierarchic Systems and Big Data Analytics\nAuthor(s): Fionn Murtagh\nFormat: Paperback\nPublisher: Taylor & Francis Ltd, United Kingdom\nImprint: Chapman & Hall/CRC\nISBN-13: 9780367657758, 978-0367657758\nSynopsis\n\""Data Science Foundations is most welcome and, indeed, a piece of literature that the field is very much in need ofquite different from most data analytics texts which largely ignore foundational concepts and simply present a cookbook of methodsa very useful text and I would certainly use it in my teaching.\""\n- Mark Girolami, Warwick University\n\nData 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 no.