Weekly update fys-stk3155/4155 and plans for week 36_澳门葡京手机版app下载

mhjensen
2021-09-08T05:49:01.904Z
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www.uio.no

Dear all, we hope this week has started the best possible way for you all.

Here's a short overview of the plans for this week with a recap from last week.

Last week we discussed ordinary least squares (OLS), Ridge and Lasso regression in terms of various linear algebra features, in particular w emphasized the role of the singular value decomposition and how we could interpret the regularization terms in Ridge and lasso regression. This material is available from the weekly slides of week 35, see the general overview of the weekly material at https://compphysics.github.io/MachineLearning/doc/web/course.html. At the end of the slides you will also find the exercises for this week. These exercises are meant as stepping stones towards project 1. The latter will be presented on Friday this week.

This week we plan to wrap up our linear algebra discussion of the regression methods (with some simple examples) and move on to a statistical...