Probabilities and StatisticsCovers fundamental concepts in probabilities and statistics, including linear regression, exploratory statistics, and the analysis of probabilities.
Continuous Random VariablesExplores continuous random variables, density functions, joint variables, independence, and conditional densities.
Testing: t-testsCovers t-tests, p-values calculation, and comparison of coefficients.
Probability and StatisticsCovers p-quantile, normal approximation, joint distributions, and exponential families in probability and statistics.
Detection & EstimationCovers binary classification, hypothesis testing, likelihood ratio tests, and decision rules.
