Distribution EstimationCovers the estimation of distributions using various methods such as minimum loss and expectation.
Property TestingCovers the concept of property testing using statistical methods.
Sampling strategiesExplores research process, variable types, causality vs correlation, and sampling strategies.
Probability and StatisticsCovers moments, variance, and expected values in probability and statistics, including the distribution of tokens in a product.
Probability and StatisticsCovers inequalities, joint Gaussian distribution, risk estimation, and classification method testing in probability and statistics.