Nonlinear Regression and Regularization in Data Mining - Spring 2023

Nonlinear Regression and Regularization in Data Mining - Spring 2023

UofU Data Science via YouTube Direct link

Linear regression recap

3 of 14

3 of 14

Linear regression recap

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Nonlinear Regression and Regularization in Data Mining - Spring 2023

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

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