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Machine Learning Coursework

What I’ve Done

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CONVOLUTIONAL NEURAL NETWORK

MULTI-ARMED BANDIT MODELS

RIDGE REGRESSION

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LASSO REGRESSION

EFFECT OF OVERFITTING

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POLYNOMIAL MODEL

GRADIENT DESCENT IN PYTORCH

DEEP LEARNING IN PYTORCH

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MULTIPLE HYPOTHESIS TESTING

BOOTSTRAP SAMPLING AND BOOTSTRAP CONFIDENCE INTERVAL

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