Generative Deep Learning with Python: Unleashing the Creative Power of AI by Mastering AI and Python

Table of Contents

1. Introduction to Deep Learning
2. Understanding Generative Models
3. Deep Dive into Generative Adversarial Networks (GANs)
4. Project: Face Generation with GANs
5. Exploring Variational Autoencoders (VAEs)
6. Project: Handwritten Digit Generation with VAEs
7. Understanding Autoregressive Models
8. Project: Text Generation with Autoregressive Models
9. Advanced Topics in Generative Deep Learning
10. Navigating the Future Landscape of Generative Deep Learning