Machine Learning Notes

These are the notes taken from EPFL Machine Learning (CS-433) of 2025-2026 fall.

Links

• Course official page: https://epfml.github.io/cs433-2025/
• Course GitHub link: https://github.com/epfml/ML_course

Content

• Exams
• General Notes - Regression, Linear Regression, Loss Functions basics
• Linear Regression
• Loss Functions
• Regression