Probability and StatisticsCovers p-quantile, normal approximation, joint distributions, and exponential families in probability and statistics.
Property TestingCovers the concept of property testing using statistical methods.
Probability and StatisticsCovers inequalities, joint Gaussian distribution, risk estimation, and classification method testing in probability and statistics.
Probability and StatisticsCovers fundamental concepts in probability and statistics, including distributions, properties, and expectations of random variables.
Elements of StatisticsIntroduces key statistical concepts like probability, random variables, and correlation, with examples and explanations.