Posterior beliefs
Where confusion goes to die
Where confusion goes to die
Expectation and variance explained clearly. Learn how probability distributions are summarised, how averages differ from spread, and why these concepts matter in statistics, ML, and probabilistic modelling.
Learn how to query probability distributions using conditioning, marginalisation, and MAP optimisation. Covers probability queries, MAP, marginal MAP, and continuous distributions with diagrams.
Learn outcomes, events, distributions, conditional probability, Bayes rule, and independence, with simple examples and diagrams that build a solid foundation for statistics and machine learning.