Presets
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Bayesian Statistics Made Simple
The premise of this book, is that if you know how to program, you can use that skill to learn other topics. This 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.
Probabilistic Programming and Bayesian Methods for Hackers
The Bayesian method is the natural approach to inference, yet it is hidden from readers behind chapters of slow, mathematical analysis. The typical text on Bayesian inference involves two to three chapters on probability theory, then enters what Bayesian inference is.
Crypto 101
Crypto 101 is an introductory course on cryptography, freely available for programmers of all ages and skill levels.