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Machine Learning Class: Regression (Part 1: Linear Regression Formulation)

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This is part one of the second lecture of my online class on "Machine Learning". In this lecture, I cover Linear and Polynomial Regression. This video covers the basics of Linear regression and a recap of the supervised learning problem.
I would like to acknowledge Prof. Nick Ruozzi, Sriraam Natarajan, and Vibhav Gogate from the ML group at UT Dallas, whose slides I have adapted from for these lectures.
I would like to acknowledge Prof. Nick Ruozzi, Sriraam Natarajan, and Vibhav Gogate from the ML group at UT Dallas, whose slides I have adapted from for these lectures.