PCA vs. ICA "In layman terms PCA helps to compress data and ICA helps to separate data." -- Prof. Luis Argerich Principal component analysis: a review and recent development Intro to PCA and ICA (PPT)
Start with the basics A few useful things to know about machine learning Parameters and hyperparameters (Andrew Ng's video) Grid search for model tuning Discretization An Introduction to Discretizatio