- Regression
- Classification
- Decision Trees
- Random Forests
- Ensmeble Leaning Methods
- Gradient Boosting Machine
- Adaboost
- XGboost
- Clustering
- Dimensionality Redcution
- Support Vector Machines
- Boosting ALgorithms
- Bias-Variance
- Evalutation Metrics (precision, recall, F1, ROC Curve, AOC score)