Houjun Liu

CS Probability Index

# index

What random variable should I use?

Unit 1

core probability, axiom of probability, counting, combination, permutation, DeMorgan’s Law.

Unit 2

random variables

Unit 3

inference, General Inference

Unit 4

Beta Distribution, central limit theorem, bootstrapping

Unit 5

Apredezahe de machinas: Naive Bayes, logistic regression, deep learning

Notes