Machine Learning

Lecturers

 

Time and Credits

This course amounts 6 ECTS (30 hours) 

Overview 

  1. Linear models for regression
  2. Linear models for classification
  3. Neural networks and deep learning
  4. Kernel Methods
  5. Graphical Models
  6. Mixture models and EM
  7. Approximate Inference
  8. Sampling methods
  9. Continuous latent variables

Schedule