Description

• Linear Regression Fundamentals (+Python Tools)
• Significance Tests and Hypothesis Testing (+Python Tools)
• Observational vs Experimental Study Designs
• Categorical Data Inference (+Python Tools)
• Matrices and Multivariate Regression (+Python Tools)
• Advanced Regression - LASSO, Ridge, Non-linear etc. (+Python Tools)
• (All parts will cover practical applications)