Data Science and Machine Learning: Mathematical and Statistical Methods, co-authored by Dr Zdravko Botev, is available for free dowload. 

The purpose of this book 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.

Access the PDF version of Data Science and Machine Learning: Mathematical and Statistical Methods.