Supervised Learning - Regression:
Linear Regression model Linear Regression with Feature Scaling Linear Regression with Ridge or L2 regularization Linear Regression with Lasso or L1 regularization
Logistic Regression Model with scaling K-Nearest Neighbor model with scaling Support Vector Machine with scaling Decision Tree with Scaling Random Forest with Scaling