Polynomial Regression feat. Luis Serrano & YouTube’s Video Recommendation Algorithm
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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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