Slides
- Online content at FutureLearn
- Introduction to the course (PDF, 2.15 MB)
- Scala introduction part 1
- Scala introduction part 2
- Analysis by Synthesis (PDF, 890.34 KB)
- Probabilistic Fitting (PDF, 914.08 KB)
- Metropolis-Algorithm (Jupyter Notebook)
- Shape model fitting (PDF, 1.00 MB)
- Understanding MCMC (PDF, 512.87 KB)
- 2D face image analysis (PDF, 2.74 MB)
- Gaussian processes - Deeper insights (PDF, 1.45 MB)
- Summary (PDF, 1.93 MB)