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Updated: Feb 2

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Important Topics in Physiological Signal Processing

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)

Important Topics in Machine Learning

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