"It has taken me many years of fumbling around with ML and statistics to achieve a fraction of the intuition in the book. Save yourself the time!"
🤓 Understand strengths and limitations of different modeling mindsets.
📆 Save time - the book makes insights accessible that otherwise take years to internalize.
⛰ Gain a birds-eye view of modeling.
Books on modeling often jump right into math and methods. Drowned in detail, it can take years to appreciate the assumptions and limitations of the various modeling mindsets.
Written in a clear and concise style, Modeling Mindsets introduces approaches such as Bayesian inference, supervised learning, causal inference, and more.
After reading this book, you will have a much better understanding of the different approaches to modeling and be able to choose the right one for your problem.