Linear Regression , Logistic REgression
Naive Bayes
Model Selection
Advanced Regression
Support Vector Machine , Kernel SVM
Tree Models - Decision tree classifier, random forest classifier
Model Selection
Supervised , Semisupervised LEarning
UnSupervised Learning - CLustering , Principal Component Analysis, K means Clustering
Ensemble Learning, Recommender Systems
recommendation engines, and time series modeling
optimization algorithms, which include boosting and bagging techniques