Data-Driven Modeling: RegressionIntroduces data-driven modeling with a focus on regression, covering linear regression, risks of inductive reasoning, PCA, and ridge regression.
Regression IIDelves into regression analysis, emphasizing distributional checks, weighted least squares, and hypothesis testing.