Introduction to Machine Learning (2021 edition at IFIC)

Outline of the course:

• Lecture 1: review of ML + summary of statistics
• Lecture 2: regression and overfitting control
• Lecture 3: bayesian learning
• Lecture 4: classification
• Hands-on session: classification
• Lecture 5: neural networks
• Hands-on session: neural nets
• Lecture 6: non-parametric methods
• Lecture 7: gaussian processes
• Lecture 8: unsupervised learning

https://indico.ific.uv.es/event/6219/