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doc/src/week37/week37.do.txt

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

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