Modeling Mindsets

Modeling Mindsets by Christoph Molnar provides an overview of different mindsets used in data science, such as frequentist and Bayesian inference, causal inference, and various machine learning approaches.

The book is designed for those with some experience in applied statistics, aiming to help readers understand the strengths and limitations of each mindset and become more versatile in their modeling approaches.