Data Science and Machine Learning...Mathematical and Statistical Methods

Brief

Book

The purpose of Data Science and Machine Learning: Mathematical and Statistical Methods is to provide an accessible, yet comprehensive textbook intended for students interested in gaining a better understanding of the mathematics and statistics that underpin the rich variety of ideas and machine learning algorithms in data science.  Key Features: Focuses on mathematical understanding.  Presentation is self-contained, accessible, and comprehensive.  Extensive list of exercises and worked-out examples.  Many concrete algorithms with Python code.  Full color throughout.