Linear RegressionCovers the concept of linear regression, including polynomial regression and hyperparameters selection.
Machine Learning FundamentalsIntroduces fundamental machine learning concepts, covering regression, classification, dimensionality reduction, and deep generative models.
Linear Regression: BasicsCovers the basics of linear regression, binary and multi-class classification, and evaluation metrics.