08 February 2024

# Ridge Regression

Detecting and handling multicollinearity using L2 regularization

05 February 2024

# Lasso Regression

Detecting and handling multicollinearity using L1 regularization

24 December 2023

# Logistic Regression

Binary prediction using the logit function made from scratch