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These resources I found useful are based on my EECS background.

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resources for machine learning related algorithms and concepts

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algorithmsdeep-learningmachine-learningmachine-learning-resourcesoptimizationprobabilistic-learningreinforcement-learningstatistic-learningstochastic

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