Continuous Random VariablesExplores continuous random variables, density functions, joint variables, independence, and conditional densities.
Calculations of ExpectationCovers the calculation of expectation and variance for different types of random variables, including discrete and continuous ones.
Generalization ErrorExplores tail bounds, information bounds, and maximal leakage in the context of generalization error.
Pizza Making ProcessCovers the process of making pizza, sampling, averages, dispersion, residuals, and normal distribution.
Probability and StatisticsCovers p-quantile, normal approximation, joint distributions, and exponential families in probability and statistics.
