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UCSD COGS 118A - Supervised Machine Learning (Fall 2020)

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Lecture 10 COGS118A Artificial Neural Networks

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Lecture 9 COGS118A Gradient descent

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Lecture 8 COGS118A Error metrics

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Lecture 6 COGS118A Optimization and convexity

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Lecture 7 COGS118A More regression

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Lecture 5 COGS118A Decision boundaries

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Lecture 1 COGS118A Introduction to Machine Learning

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Lecture 4 COGS118A Data splitting

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Lecture 2c COGS118A Vector calculus

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Lecture 3b COGS118A OLS demo

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Lecture 2b COGS118A Feature representation demo

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Lecture 3a COGS118A OLS linear regression

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Lecture 0b COVID19 info

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Lecture 2a COGS118A Linear algebra

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Lecture 0 - Introduction to your professor

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