Plans for week 36, September 2-6_澳门葡京手机版app下载

mhjensen
2024-09-01T10:42:58.083Z
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www.uio.no

Dear all, here are the plans for the coming week:

Material for the lecture on Monday September 2

Linear Regression, Ridge and Lasso regression and links with Statistics, Resampling methods, see the weekly lecture slides at for example (jupyter-notebook) https://github.com/CompPhysics/MachineLearning/blob/master/doc/pub/week36/ipynb/week36.ipynb

Recommended Reading: Goodfellow et al chapter 3 (till 3.11) on probability theory, see https://www.deeplearningbook.org/

Raschka et al, chapter 4 pages 105-134 and chapter 6 pages 171-185. Chapter 4 and 6 contain many useful hints which will be relevant for the various projects as well.

Material for the active learning sessions on Tuesday and Wednesday

Summary from last week on discussion of SVD,...