scikit-learn

• Getting started with scikit-learn
• Classification
• A Decision Tree
• Analyzing Classification Reports
• Classification using Logistic Regression
• GradientBoostingClassifier
• RandomForestClassifier
• Using Support Vector Machines
• Dimensionality reduction (Feature selection)
• Feature selection
• Model selection
• Receiver Operating Characteristic (ROC)
• Regression