====== Course material for module 3 ======

Chill-week for the students who have done TMA4267 previously!

**Lecture notes:**

[[https://github.com/stefaniemuff/statlearning/blob/master/3LinReg/3LinReg.pdf | 3LinReg.pdf]]\\
[[https://htmlpreview.github.io/?https://github.com/stefaniemuff/statlearning/blob/master/3LinReg/3LinReg.html | 3LinReg.html]]\\
[[https://github.com/stefaniemuff/statlearning/blob/master/3LinReg/3LinReg.Rmd | 3LinReg.Rmd]]\\

[[https://ntnu.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=d51aafea-8765-4657-9b48-acbb00fb6468
 | Recorded lecture 25.1.2021]]\\
[[https://ntnu.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=3d4239e0-cf90-4139-8f31-acbc00c05cc9 | Recorded lecture 26.1.2021]]\\
[[https://ntnu.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=110f5d7b-6d50-4c61-8984-acbc00fe3d02 | Last 12 min of the lecture 26.1.2021]]


[[https://github.com/stefaniemuff/statlearning/blob/master/3LinReg/3LinReg_annotated.pdf | Annotated slides]]\\
[[https://github.com/stefaniemuff/statlearning/blob/master/3LinReg/Note_3LinReg.pdf | Handnotes]]\\

**The online videos:** 

[[https://www.r-bloggers.com/in-depth-introduction-to-machine-learning-in-15-hours-of-expert-videos/ | Online lecture by Hastie and Tibshirani, Chapter 3]]


**Recommended exercises:**

   * [[https://github.com/stefaniemuff/statlearning/blob/master/Exercise3/RecEx3.pdf | RecommendedExercise3.pdf]]
   * [[https://htmlpreview.github.io/?https://github.com/stefaniemuff/statlearning/blob/master/Exercise3/RecEx3.html | RecommendedExercise3.html]]
   * [[https://github.com/stefaniemuff/statlearning/blob/master/Exercise3/RecEx3.Rmd | RecommendedExercise3.Rmd]]

   * [[https://github.com/stefaniemuff/statlearning/blob/master/Exercise3/RecEx3-sol.pdf | RecommendedExercise3-sol.pdf]]
   * [[https://htmlpreview.github.io/?https://github.com/stefaniemuff/statlearning/blob/master/Exercise3/RecEx3-sol.html | RecommendedExercise3-sol.html]]
   * [[https://github.com/stefaniemuff/statlearning/blob/master/Exercise3/RecEx3-sol.Rmd | RecommendedExercise3-sol.Rmd]]


The exercise sessions will be online. Between 16:15 and 18:00 Michail is available in a Whereby room:

<color #ed1c24>Michail:</color> https://whereby.com/tma4268-michail

You can click on the link, allow camera/microphone access, and then you have to "knock". The TAs will let you in as soon as they are free, but be aware that it might take some time.