Free ebook: Think Bayes by Allen Downey Digital Version
Type of Book: Digital or e-notes
Think Bayes is authored by Allen Downey. Think Bayes is an introduction to Bayesian statistics using computational methods.
his book uses Python code instead of math, and discrete approximations instead of continuous mathematics. As a result, what would be an integral in a math book becomes a summation, and most operations on probability distributions are simple loops.
It is available free on Pustakkosh.com where as printed books can be bought from online.