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Update week37.do.txt

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Morten Hjorth-Jensen
2025-07-19 22:05:14 +02:00
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TITLE: Week 37: Statistical interpretations and Resampling Methods
AUTHOR: Morten Hjorth-Jensen {copyright, 1999-present|CC BY-NC} at Department of Physics, University of Oslo, Norway
DATE: September 9, 2024
DATE: September 8-12, 2025
# todo add link to videos and add link to Van Wieringens notes
@@ -10,8 +10,8 @@ DATE: September 9, 2024
!bblock Material for the lecture on Monday September 9
* "Video of Lecture":"https://youtu.be/omLmp_kkie0"
* "Whiteboard notes":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2024/NotesSeptember9.pdf"
# * "Video of Lecture":"https://youtu.be/omLmp_kkie0"
# * "Whiteboard notes":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2024/NotesSeptember9.pdf"
* Statistical interpretation of Ridge and Lasso regression, see also slides from last week
* Resampling techniques, Bootstrap and cross validation and bias-variance tradeoff (this may partly be discussed during the exercise sessions as well.
* Readings and Videos: