Machine learning course, 2026

• This page is used for course information and materials.
• The complementary Moodle page is used for course communication and submissions.
• Subject to changes and updates during the course.

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Materials

Note, to be updated during the course.

• Lecture notes
• Recommended AI tools

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Meetings and Recordings

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Supplementary materials & visualizations

• Gradient Descent
• Machine Learning University (MLU) materials (partial list):
  • Linear regression
  • Bias-Variance tradeoff
  • Classification:
    • Logistic regression
    • Precision & Recall
    • RoC and AUC

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Previous exams

• Midterm 2024
• Midterm 2025