Data Science Foundations

Data Science Foundations is most welcome and indeed a piece of literature that the field is very much in need ofâquite different from most data analytics texts which largely ignore foundational concepts and simply present a cookbook of methodsâa 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. . Language: English