Introduction to Federated Learning and Privacy-preserving Machine Learning with Flower (Session 1)

Flower Tutorial: “Introduction to Federated Learning (FL) and Privacy-preserving Machine Learning (ML) with Flower” — Session 1; 12 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).

Topics covered in this tutorial include:
Welcome
Federated Learning (FL) Basics
Flower Ecosystem
Hands-on Tutorial
Challenges in FL
Q&A