Section 2: Unsupervised Deep Learning

After looking at the MLP as the first supervised approach, this section focuses on the learning algorithms known as unsupervised algorithms. It begins with simple autoencoders and moves on to deeper and larger neural models.

This section consists of the following chapters:

• Chapter 7, Autoencoders
• Chapter 8, Deep Autoencoders
• Chapter 9, Variational Autoencoders
• Chapter 10, Restricted Boltzmann Machines