• Studierendentage 2023
• Introduction to Data Analysis and Machine Learning in Physics
• Transparencies
• Examples
• Solutions
• Data

Introduction to Data Analysis and Machine Learning in Physics

Lecture slides

1. Introduction to Python (01_intro_python.pdf)
2. Data modeling and fitting (02_fit_intro.pdf)
3. Machine Learning Basics (03_ml_intro.pdf, 03_ml_intro_mva.pdf)
4. Decisions trees (04_decision_trees.pdf)
5. Neural networks (05_neural_networks.pdf)

Organizational matters

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