Section 2: Working with Advanced Neural Network Architectures

In this section, we'll use PyTorch to showcase some of the most advanced neural network architectures at the time of writing, as well as demonstrate their applications in real-life problems. Upon completing this section, you will be up to date with the most cutting-edge technologies in the world of convolutional, recurrent, and hybrid deep learning models and will be able to apply these models to advanced machine learning tasks.

This section comprises the following chapters:

• Chapter 3, Deep CNN Architectures
• Chapter 4, Deep Recurrent Model Architectures
• Chapter 5, Hybrid Advanced Models