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Nonlinear regression intro
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Classroom Contents
Nonlinear Regression and Regularization in Data Mining - Spring 2023
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- 1 Recording starts
- 2 Announcements
- 3 Linear regression recap
- 4 Nonlinear regression intro
- 5 Linear regression python
- 6 Examples of nonlinear mappings
- 7 Unifying polynomial regression
- 8 Mapping to feature space
- 9 Optimizing nonlinear regression
- 10 Underfitting / overfitting
- 11 Cross validation
- 12 Regularization
- 13 Regularized regressions
- 14 Solution to ridge regression
