Section 2: Essential Neural Networks

Having built a sound understanding of the fundamental ideas behind deep learning in the previous section, in this section, you will learn about the key neural networks that are in use today.

This section is comprised of the following chapters:

• Chapter 6, Linear Neural Networks
• Chapter 7, Feedforward Neural Networks
• Chapter 8, Regularization
• Chapter 9, Convolutional Neural Networks
• Chapter 10, Recurrent Neural Networks