Abstract
"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.
- 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.
| Original language | English |
|---|---|
| Place of Publication | Boca Raton, FL |
| Publisher | CRC Press |
| Number of pages | 206 |
| ISBN (Print) | 9781498763936 |
| Publication status | Published - 7 Sept 2017 |
Publication series
| Name | Computer Science & Data Analysis Series |
|---|---|
| Publisher | Chapman & Hall/CRC |
Fingerprint
Dive into the research topics of 'Data Science Foundations: Geometry and Topology of Complex Hierarchic Systems and Big Data Analytics'. Together they form a unique fingerprint.Research output
- 2 Article
-
Core Conflictual Relationship: Text Mining to Discover What and When
Murtagh, F. & Iurato, G., 15 Dec 2018, In: Language and Psychoanalysis. 7, 2, p. 4-28 25 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Visualization of Jacques Lacan’s Registers of the Psychoanalytic Field, and Discovery of Metaphor and of Metonymy. Analytical Case Study of Edgar Allan Poe’s “The Purloined Letter”
Murtagh, F. & Iurato, G., 20 Dec 2017, In: Language and Psychoanalysis. 6, 2, p. 26-55 30 p.Research output: Contribution to journal › Article › peer-review
Open Access
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