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update week 35

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Morten Hjorth-Jensen
2025-07-18 11:57:49 +02:00
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doc/src/week35/week35.do.txt
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TITLE: Week 35: From Ordinary Linear Regression to Ridge and Lasso Regression
AUTHOR: Morten Hjorth-Jensen {copyright, 1999-present|CC BY-NC} at Department of Physics, University of Oslo
DATE: August 26-30, 2024
DATE: August 25-29, 2025
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@@ -17,7 +17,7 @@ o Monday: Ridge and Lasso regression and Singular Value Decomposition
=== Reading recommendations: ===
o These lecture notes
o "Video of lecture":"https://youtu.be/VKakN-e4aUA"
# o "Video of lecture":"https://youtu.be/VKakN-e4aUA"
o "Video for exercises week 35":"https://youtu.be/yiY0OltU1s8"
o Goodfellow, Bengio and Courville, Deep Learning, chapter 2 on linear algebra and sections 3.1-3.10 on elements of statistics (background)
o Raschka et al on preprocessing of data, relevant for exercise 3 this week, see chapter 4.