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Notes: https://users.cs.duke.edu/~cynthia/CourseNotes/LeastSquaresAndFriends.pdf. Key moments in this video 00:12 RECAP – Linear Regression and Linear regression is one of the most fundamental models used in machine learning and statistics. And the most common way to fit ... Here we're trying to fit a line, which makes this a linear least-squares problem. Linear

In this lecture we're going to look at how we can find sparse

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