- sets and counting
- discrete probability
- general discrete probability spaces
- random variables
- pairs of random variables
- common distributions
- central limit theorem
- hypothesis testing
- PCA and regression
- entropy and compression
-
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Probability and Statistics in Data Science using Python
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