| Algorithm | Link |
|---|---|
| Supervised - Additive Models | |
| Regression | Linear Regression |
| Regression | Polynomial Interpolation |
| Regression | Polynomial Regression |
| Regression | Regression Tree |
| Classification | Logistic Regression |
| Classification | Linear Discriminant Analysis |
| Classification | Decision Classification Tree |
| Supervised - Ensemble Models | |
| Ensembled Learing | Random Forest |
| Ensembled Learing | XGBoost |
| Ensembled Learing | Gradient Boost |
| Unsupervised | |
| Unsupervised Learning | PCA |
| Unsupervised Learning | SVD Technique |
| Unsupervised Learing | Clustering |
| Gaussian Mixture Model | Expectation Maximization[EM] |