This talk will cover the fundamentals of FL, an overview of Flower—an open-source framework designed for building FL systems—and real-world applications showcasing its impact. Participants will also gain hands-on insights with a quickstart guide to Flower, complete with practical Python examples to explore the power of federated AI firsthand.