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[Data Science] Rework Linear Regression (OLS) Chapter#155

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JakobKlotz merged 16 commits intomainfrom
data-science
Feb 3, 2026
Merged

[Data Science] Rework Linear Regression (OLS) Chapter#155
JakobKlotz merged 16 commits intomainfrom
data-science

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Overhauled the Linear Regression Chapter:

  • Use scikit-learn throughout
  • Demonstrate the model using the California Housing data
  • Introduced a "typical sklearn" workflow (train test split, fit, predict, evaluate)

Some chores:

  • Fixed an unreadable plot in the random forest chapter, when using the light mode
  • Put some plots in a dedicated subfolder in the assets/ dir

@JakobKlotz JakobKlotz self-assigned this Feb 3, 2026
@JakobKlotz JakobKlotz added the Data Science Course Course material label Feb 3, 2026
@JakobKlotz JakobKlotz merged commit 915b003 into main Feb 3, 2026
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@JakobKlotz JakobKlotz deleted the data-science branch February 3, 2026 10:00
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