added video link
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<li><p>Lecture Thursday: Introduction to the course, what is Machine Learning and introduction to Linear Regression.</p></li>
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<li><p>Video of Lecture August 25, 2022 at <a class="reference external" href="https://youtu.be/KL0m3-yhd5w">https://youtu.be/KL0m3-yhd5w</a></p></li>
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<li><p>Lecture Friday: Basics of Linear Regression</p></li>
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<li><p>Video of Lecture August 26, 2022 at</p></li>
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<li><p>Video of Lecture August 26, 2022 at <a class="reference external" href="https://youtu.be/ne_xCL2ctM0">https://youtu.be/ne_xCL2ctM0</a></p></li>
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<li><p>Reading recommendations:</p>
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<ul>
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<li><p>Refresh linear algebra, GBC chapters 1 and 2.</p></li>
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