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Wizard's Guide to Statistics
The Wizard's Guide to Statistics is about learning statistics more broadly and understanding statistics on a deep level. The concepts that I choose to cover are the basic probabilistic building blocks that are both useful to everyday life, but also if you're interested in machine learning. So we cover independent events, like what randomness looks like, conditional probabilities, the chain rule, expected value, p-values.