Boltzmann Machine & Autoencoder
Learning Objective: At the end of this module, you should be able to understand what a Boltzmann Machine is and how it is implemented. You will also learn about what an Autoencoder is, what are its various types, and understand how it works.
Topics:
- What is Boltzmann Machine (BM)?
- Identify the issues with BM
- Why did RBM come into picture?
- Step by step implementation of RBM
- Distribution of Boltzmann Machine
- Understanding Autoencoders
- Architecture of Autoencoders
- Brief on types of Autoencoders
- Applications of Autoencoders