Section 3: Advanced Deep Learning Concepts Simplified

Having built a sound understanding of the fundamental ideas behind deep learning in the previous section, in this section, you will learn about a variety of deep learning networks; namely, networks that are used to process images, text, and sequences, as well as to generate items.

This section is comprised of the following chapters:

• Chapter 11, Attention Mechanisms
• Chapter 12, Generative Models
• Chapter 13, Transfer and Meta Learning
• Chapter 14, Geometric Deep Learning