Section 3: Supervised Deep Learning

Upon completion of this section, you will know how to implement basic and advanced deep learning models for classification, regression, and generating data based on learned latent spaces.

This section consists of the following chapters:

• Chapter 11, Deep and Wide Neural Networks
• Chapter 12, Convolutional Neural Networks
• Chapter 13, Recurrent Neural Networks
• Chapter 14, Generative Adversarial Networks
• Chapter 15, Final Remarks on the Future of Deep Learning