Bayesian Neural networks enable capturing uncertainity in the parameters of a neural network.
This video contains:
- A brief Recap of Feedforward Neural Networks
- Motivation behind a Bayesian Neural Network
- What is a Bayesian Neural Network
- Inference in a Bayesian Neural Network
- Pros and Cons of using a Bayesian Neural Network
- References to Code samples to get started with using Bayesian Neural Networks