Probabilistic Models and Inference
Bayesian networks, latent variable models, sampling and variational inference.
AI-320 Year 3 3 credits 5 lessons planned
Offered by HSM University · Artificial Intelligence
Course content
- 1Bayesian reasoningComing
- 2Graphical modelsComing
- 3Latent variables and EMComing
- 4Monte Carlo samplingComing
- 5Variational inferenceComing
Requirements
Recommended background. You can start any course at any time.
Description
Bayesian networks, latent variable models, sampling and variational inference.
Part of the Science stream, typically taken in year 3.