Generative AI in action

Introduction to generative AI

Introduction to large language models

Working through an API : generating text

From pixels to pictures : generating images

What else can AI generate?

Guide to prompt engineering

Retrieval-augmented generation : the secret weapon

Chatting with your data

Tailoring models with model adaptation and fine-tuning

Application architecture for generative AI apps

Scaling up : best practices for production deployment

Evaluations and benchmarks

Guide to ethical GenAI : principles, practices, and pitfalls