Preface
This book begins by introducing the field of generative AI, which focuses on creating new and unique data or content using machine learning algorithms. It covers the basics of Generative AI models and explains how these models are trained to generate new data.
After that, it focuses on concrete use cases of how ChatGPT can boost productivity and enhance creativity. It also dwells on how to get the best out of your ChatGPT interaction by improving your prompt design and leveraging zero-, one-, and few-shot learning capabilities.
The book then continues with a zoom into the previous use cases clustered by domains: marketers, researchers, and developers/data scientists. Each domain will be covered with four concrete use cases that you can easily replicate on your own.
Then, from individual use cases, the book moves toward enterprise-level scenarios that make use of the OpenAI model APIs available on Azure infrastructure. The book will also focus on end-to-end scenarios of an existing customer story, as well as responsible AI implications.
Finally, the book will recap the main elements discussed so far, and reflect on what’s coming next in the field of Generative AI.
By the end of this book, you’ll have the knowledge to both delve deeper into the Generative AI field and start using ChatGPT and OpenAI’s model APIs in your own projects.
