Recorded lectures: Introduction to probability (additional material)

In this page, you will find the link to youtube videos with the lectures introducing probability, split into short videos focussed on a single topic. The order is relevant.

1. Introduction.
2. Discrete probability distributions.
3. Continuous probability distributions. 
4. Expectations. 
    
5. Formal definition of probability. 
    
6. The curse of dimensionality.
    
7. Gaussians and mixtures.
    
8. Probabilistic inference.
    
9.  Estimation by maximum likelihood.