scikit-learn

• Getting started with scikit-learn
• Classification
• Dimensionality reduction (Feature selection)
• Feature selection
• Model selection
• Receiver Operating Characteristic (ROC)
• Introduction to ROC and AUC
• ROC-AUC score with overriding and cross validation
• Regression