Allen Downey is a computer science professor dedicated to crafting open-source textbooks that span topics from programming to complex data. His work excels at making challenging concepts accessible through a clear and practical approach. Through his blog, he further shares insights into probability and statistics, extending the reach of his educational endeavors. His method of teaching and writing emphasizes the principles of open access and practical application.
If you know how to program with Python, and know a little about probability, you're ready to tackle Bayesian statistics. This book shows you how to use Python code instead of math to help you learn Bayesian fundamentals. Once you get the math out of the way, you'll be able to apply these techniques to real- world problems.