rasbt
commented
8 years ago Looks good now. I see that you added the Linear Models section already; and you removed the nested CV section. I can append a section to the Cross-Validation section on nested CV.
- Notebook 17? Hm, no idea, I think that it is/could be sort of covered in 16.
- 24 Supervised learning: Non-linear regression analysis: I think there was some decision tree regression somewhere at least. Maybe pulling it from there and adding SVM regression?
- 25: Unsupervised learning: Hierarchical and density-based clustering algorithms: I could do that
- 26 Unsupervised learning: Non-linear dimensionality reduction: I there was a brief manifold learning/isomap example in the very beginning (I think in the unsupervised transformers); maybe you could pull it from there and extend it a bit?
- 27 Wrapper, filter, and embedded approaches for feature selection: Are you working on that?
- 28 Supervised learning: Out-of-core learning; I could do this one using IMDb
So, let me do 25 & 28 if you don't mind (will start tonight). Plus, I will send you the slides after the readjustements on Sat/Sun.
amueller
this numbers all the topics and rearranges them a bit. I'm not sure about having separate notebooks for 05 and 06. I'm also not sure what you had in mind for 07. A general overview that is made more concrete in 08 and 09?
We don't have notebooks for 24-28 right now, and I don't have a good feeling for what the idea was with 17.