Why Use Generative Models?
Understand the motivation behind using generative models.
We'll cover the following...
Why do we have a need for generative models in the first place? What value do they provide in practical applications? To answer this question, let’s take a brief discuss the topics that form the basis of generation using deep learning.
The promise of deep learning
Many of the models we’ll survey in the course are deep, multi-level neural networks. The last 15 years have seen a ...