Central Limit TheoremExplores the Central Limit Theorem, convergence in law, characteristic functions, and moment problems in probability theory.
Probabilities and StatisticsCovers fundamental concepts in probabilities and statistics, including linear regression, exploratory statistics, and the analysis of probabilities.
Binomial DistributionsCovers the normal distribution, inferential statistics, probability, and the binomial distribution in the context of the 'Dishonest Gambler Problem'.
Probability and StatisticsCovers inequalities, joint Gaussian distribution, risk estimation, and classification method testing in probability and statistics.
Probability SpacesCovers random variables, expectation, and distributions in probability spaces.
Testing: t-testsCovers t-tests, p-values calculation, and comparison of coefficients.
