Federated Learning with Azure Machine Learning

Explore Federated Learning with Azure Machine Learning in this informative 26-minute video featuring Andreas Kopp and Harmke Alkemade. Discover the importance of protecting privacy and intellectual property in cross-organizational machine learning scenarios. Learn about the challenges of extensive and diverse data that cannot be shared, and how Federated Learning provides a solution by enabling multiple parties to train collaboratively. Watch a comprehensive demonstration of a Global Federated Learning setup using Azure ML and NVIDIA FLare, including a training run and centralized tracking of metrics from local experiments. Gain valuable insights into this cutting-edge technology and its practical applications in Azure Machine Learning.

Welcome to the AI Show
Welcome Andreas and Harmke
What is Federated Learning with Azure Machine Learning
The problem - Extensive and Diverse Data that cannot be shared
The solution - Federated Learning enables multiple parties train collaboratively
Prepping the Global Federated Learning Demo
Demo
Training run with Azure ML and NVFlare
Centrally tracking metrics from local experiments
Learn more
Wrap