Normal view MARC view ISBD view

Data science foundations: geometry and topology of complex hierarchic systems and big data analytics

By: Murtagh, Fionn.
Material type: materialTypeLabelBookSeries: Computer Science and Data Analysis. Publisher: Boca Raton CRC Press 2017Description: xviii, 205 p.ISBN: 9781498763936.Subject(s): Mathematical analysis | Spatial analysis - Statistics | Quantitative research | Big data - MathematicsDDC classification: 005.701514 Summary: "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. https://www.crcpress.com/Data-Science-Foundations-Geometry-and-Topology-of-Complex-Hierarchic-Systems/Murtagh/p/book/9781498763936
List(s) this item appears in: Big Data_Book Display
Tags from this library: No tags from this library for this title. Log in to add tags.
    average rating: 0.0 (0 votes)
Item type Current location Item location Collection Call number Status Date due Barcode
Books Vikram Sarabhai Library
Slot 83 (0 Floor, West Wing) Non-fiction 005.701514 M8D2 (Browse shelf) Available 195782

"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.


https://www.crcpress.com/Data-Science-Foundations-Geometry-and-Topology-of-Complex-Hierarchic-Systems/Murtagh/p/book/9781498763936

There are no comments for this item.

Log in to your account to post a comment.

Powered by Koha