Visual Guides
Interactive references covering core topics in probability.
→
Fundamentals
Notation, the axioms of probability, events, and set operations like intersection and union.
→
Conditional Probability and Bayes
Conditional probability, independence, Bayes' theorem, the law of total probability, and the Monty Hall problem.
→
Random Variables
PMF, CDF, expectation, variance, and Chebyshev's inequality.
→
Joint Distributions of Two Random Variables
Joint PMF, marginal distributions, joint CDF, covariance, and correlation.
→
Discrete Distributions
Bernoulli, Binomial, Geometric, Negative Binomial, and Poisson, the Binomial-to-Poisson approximation, and the birthday paradox.
→
Continuous Distributions
Uniform, Exponential, and Gamma distributions, and the link between the Exponential and Poisson.
→
Normal Distribution and CLT
The normal distribution, the Central Limit Theorem, and the Law of Large Numbers.