Regression

• Generalized linear models
• Generalized linear regression with scikit-learn
• Ordinary least squared regression
• Adaptive LASSO
• What happens when you break the assumptions of linear regression
• Statistics supporting linear models
• Geodesic regression
• Symbolic regression
• Ridge regression from scratch
• Regularization in regression
• Deming regression
• Interpreting linear regression sum-up from statsmodels
• Logistic regression 101
• Complete guide to regression analysis
• Constrained logistic regression
• Robust regression
• Polynomial regression with scikit-learn