Schedule

This page contains a schedule of the teaching sessions. Materials will be added as the course progresses. The lectures readings are available here.

  • Code exercise solutions are available here
  • Tests for the exercise are available here
Date Time Topic Content Teachers Material
Week 36
2025-09-03 10:00–12:00 Introduction Motivation + linear ML Andreas Slides
2025-09-04 15:00–17:00 Introduction Jonas Class 1
Week 37
2025-09-10 10:00–12:00 Foundations Tree-based + Neural Nets Jonas
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    2025-09-11 15:00–17:00 Foundations Tree-based + Neural Nets Jonas Class 2
    Week 38
    2025-09-17 10:00–12:00 Foundations Language Models Stephanie Slides
    2025-09-18 15:00–17:00 Foundations Language Models Jonas Class 3
    Week 39
    2025-09-24 10:00–12:00 Foundations Transformers Stephanie Slides
    2025-09-25 15:00–17:00 Foundations Transformers Jonas Class 4
    Week 40
    2025-10-01 10:00–12:00 Foundations LLMs Stephanie Slides
    2025-10-02 15:00–17:00 Foundations Generative NLP-LLMs Jonas Class 5
    Week 41
    2025-10-08 10:00–12:00 Foundations Generative AI Stephanie Slides
    2025-10-09 15:00–17:00 Foundations LLMs Jonas Class 6
    Week 42
    Fall break
    Week 43
    2025-10-22 10:00–12:00 Policy Fairness Stephanie Slides
    2025-10-23 15:00–17:00 Policy Fairness Jonas Class 7
    Week 44
    2025-10-29 10:00–12:00 Policy Prediction policy Andreas Slides
    2025-10-30 15:00–17:00 Policy Prediction policy Jonas Class 8
    Week 45
    2025-11-05 10:00–12:00 Policy AI for policy - other uses Andreas
    2025-11-06 15:00–17:00 Policy AI for policy - other uses Jonas
    Week 46
    2025-11-12 10:00–12:00 Econ ML Causal machine learning Andreas
    2025-11-13 15:00–17:00 Econ ML Causal machine learning Jonas
    Week 47
    2025-11-19 10:00–12:00 Econ ML Double ML Jonas
    2025-11-20 15:00–17:00 Econ ML Double ML Jonas
    Week 48
    2025-11-26 10:00–12:00 Econ ML Double ML Jonas
    2025-11-27 15:00–17:00 Econ ML Double ML Jonas
    Week 49
    2025-12-03 10:00–12:00 Econ ML / policy Applied evaluation of use (Misra etc.) Andreas
    2025-12-04 15:00–17:00 Econ ML / policy Applied evaluation of use (Misra etc.) Jonas
    Week 50
    2025-12-10 10:00–12:00 Outro / Questions Joint
    2025-12-11 15:00–17:00 Outro / Questions Joint

    Main lecturers 🔗

    Teaching assistants (TAs) 🔗

    • Jonas Skjold Raaschou-Pedersen