Supervised Algorithms: Classification • Naive Bayes • Logistic Regression • Decision Trees • K-Nearest Neighbors • Support Vector Machines • Bagging Trees — Random Forests • Boosted Trees — Adaboost, GBM, XGBoost and Light GBM Regression • Linear Regression, Lasso Regression and Ridge Regression • Decision Trees • K-Nearest Neighbors • Ensemble Techniques