num_pages: 210
description: If you know how to program with Python and also know a little about probability youre ready to tackle Bayesian statistics. With this book you'll learn how to solve statistical problems with Python code instead of mathematical notation and use discrete probability distributions instead of continuous mathematics. Once you get the math out of the way the Bayesian fundamentals will become clearer and youll begin to apply these techniques to real-world problems. Bayesian statistical methods are becoming more common and more important but not many resources are available to help beginners. Based on undergraduate classes taught by author Allen Downey this books computational approach helps you get a solid start.
language: English
title: Think Bayes: Bayesian Statistics in Python
publisher: O'Reilly Media