Feature preprocessing

• Preprocessing in Sklearn

• Andrew NG about gradient descent and feature scaling

• Feature Scaling and the effect of standardization for machine learning algorithms

Feature generation

• Discover Feature Engineering, How to Engineer Features and How to Get Good at It

• Discussion of feature engineering on Quora