Plans for week 35, August 25-29_亚博娱乐官网_亚博pt手机客户端登录

mhjensen
2025-08-25T05:02:08.774Z
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www.uio.no

Dear all, welcome back to FYS-STK3155/4155. We hope you've had a great weekend. This week we plan to continue our discussion of linear regression, with an emphasis on its derivation and links to mathematical interpretations. We plan also to start our discussion of Ridge and Lasso regression. The plans are

Brief repetition from last week

o Discussions of the equations for ordinary least squares ( OLS)

o Discussion on how to prepare data and examples of applications of linear regression

o Mathematical interpretations of OLS

o Introduction of Ridge and Lasso regression

Reading recommendations:

1. The weekly lecture notes

2. Goodfellow, Bengio and Courville, Deep Learning, chapter 2 on linear algebra

3. Raschka et al on preprocessing of data, relevant...