Machine Learning introductory course

(held at IFIC)

• Lecture 1: Introduction to Machine Learning for Physicists
• Lecture 2: Regression
• Lecture 3: Neural Networks
• Lecture 4: Searches for New Physics
• Lecture 5: Unsupervised ML methods
• Lecture 6: Reinforcement Learning
• Lecture 7: Transfer Learning and Symbolic Regression
• Lecture 8: Explainable and Ethical AI