Introduction to Federated Learning and Privacy-preserving Machine Learning with Flower (Session 2)
Flower Tutorial: “Introduction to Federated Learning (FL) and Privacy-preserving Machine Learning (ML) with Flower” — Session 2; 19 Sept 2024
This was a two-session tutorial targeted at people unfamiliar with the domain. This was a joint production where Flower Labs partnered with Amity University, Noida and the local Communication Systems and Signal Processing Club (CSSP Club).
Session 1 is best watched first and is available here: • Introduction to Federated Learning and Pri...
Topics covered in this tutorial include:
Federated Learning Basics
Flower Ecosystem
Hands-on FL Tutorial
FlowerTune for LLMs
FL Privacy and Security including Differential Privacy
FL with Secure Aggregation
Challenges in FL
If you would like to learn more about Flower or federated learning please join the Flower Slack by following the link: https://flower.ai/join-slack/
Flower Events Calendar: flower.dev/flower-events-calendar
Website: https://flower.ai
Flower Discuss forum: https://discuss.flower.ai/
Mail: [email protected]