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  1. SCMP111 - August 2026
  2. Session 3 materials: Model Complexity and Generalization

Session 3 materials: Model Complexity and Generalization

Conditions d’achèvement

Everything for session 3, in one folder. Download the whole folder and keep the structure unchanged, because the notebook finds the figure through a relative path.

  • notebooks/day3_ml_evaluation.ipynb is the session notebook, already run, so every output is visible before you run anything.
  • notebooks/day3_assignment_solution.ipynb is the worked solution to assignment 3.
  • figures/ holds the teaching figure the notebook displays.

This session builds its own data inside the notebook, so there is no data folder to download.

    • figures figures
      • ATTRIBUTION.md ATTRIBUTION.md
      • bias_variance_total_error_cc0.svg
    • notebooks notebooks
      • day3_assignment_solution.ipynb day3_assignment_solution.ipynb
      • day3_ml_evaluation.ipynb day3_ml_evaluation.ipynb
    • README.md README.md
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