Polynomial Regression feat. Luis Serrano & YouTubes Video Recommendation Algorithm

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27 Dec 2020

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📚About This lecture introduces Polynomial Regression with @Luis Serrano. Youtube’s Recommendation Algorithm utilizes polynomial regression as means to predict a users watchtime for future videos. ⏲Outline⏲ 00:21 Theory & Examples with @Luis Serrano 03:36 YouTube’s Video Recommendation Algorithm 09:24 Polynomial Regression on sklearn 18:27 Higher Degrees ? 23:11 Overfitting vs Underfitting 24:34 Learning Curves 35:52 Outro Grokking Machine Learning

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