MIT OCW: Introduction to Probability (6.041/6.431)

MIT's full undergraduate probability course with lecture videos, problem sets, exams, and full solutions. Covers combinatorics, random variables, distributions, transforms, Bayesian inference, and Markov chains at a rigorous level. More mathematically demanding than Khan Academy and suitable for students aiming for NUS/NTU mathematics or engineering.