WAIC and WBIC with Python Stan: 100 Exercises for Building Logic

The key features of this indispensable book include:

1. A clear and self-contained writing style, ensuring ease of understanding for readers at various levels of expertise.
2. 100 carefully selected exercises accompanied by solutions in the main text, enabling readers to effectively gauge their progress and comprehension.
3. A comprehensive guide to Sumio Watanabe’s groundbreaking Bayes theory, demystifying a subject once considered too challenging even for seasoned statisticians.
4. Detailed source programs and Stan codes that will enhance readers’ grasp of the mathematical concepts presented.
5. A streamlined approach to algebraic geometry topics in Chapter 6, making Bayes theory more accessible and less daunting.

Embark on your machine learning and data science journey with this essential textbook and unlock the full potential of WAIC and WBIC today!