• Studierendentage 2022
• Introduction to Data Analysis and Machine Learning in Physics
• Transparencies
• Examples
• Exercises
• Solutions
• Data

Introduction to Data Analysis and Machine Learning in Physics

Lecture slides

1. Introduction to Python (pdf)
2. Data modeling and fitting (pdf)
3. Machine Learning Basics (pdf)
4. Decisions trees (pdf)
5. Neural networks (pdf)

Organizational matters

• Introduction (pdf)
• CIP pool access (pdf)