Continuous Random VariablesCovers continuous random variables, probability density functions, and distributions, with practical examples.
Probabilistic Linear RegressionExplores probabilistic linear regression, covering joint and conditional probability, ridge regression, and overfitting mitigation.
Combinatorial MathematicsExplores combinatorial mathematics, covering permutations, combinations, and binomial coefficients, along with probability and statistics concepts.
Advanced ProbabilityDelves into advanced probability theory, covering inequalities, trials, distributions, and calculations for probabilities and expectations.
