Summary

In this chapter, we delved into the fascinating world of generative AI, starting with a comprehensive exploration of what it is. We explored the diverse use cases that generative AI enables, from transforming customer experiences to enhancing employee productivity and optimizing various aspects of business operations.

To understand the basic architecture of generative AI systems, we broke down the different types of generative models, including GANs, VAEs, and transformer-based models. We highlighted the importance of hyperparameter tuning and regularization in constructing effective generative AI architectures.

In the context of FMs, we provided insights into some of the popular generative AI FMs offered by key players in the field, such as Amazon, OpenAI, Google, Nvidia, and several others. These models serve as the backbone of generative AI applications.

For those eager to start their journey with generative AI, we offered guidance tailored to different user...