Introduces key statistical concepts like probability, random variables, and correlation, with examples and explanations.
Covers fundamental concepts in probabilities and statistics, including linear regression, exploratory statistics, and the analysis of probabilities.
Covers the fundamental concepts of probability and statistics, including interesting results, standard model, image processing, probability spaces, and statistical testing.
Explores probabilistic linear regression, covering joint and conditional probability, ridge regression, and overfitting mitigation.
