AI Show: Federated Learning with Azure Machine Learning
26mIntermediate2023-05-02
Authors
Microsoft Learn
Build Skills That Open Doors
Seth Juarez
Program Manager, Azure Artificial Intelligence Product Group at Microsoft
Course details
The AI Show is a licensed partnership with Microsoft Learn that showcases the amazing work happening in AI at Microsoft. In this episode, Andreas Kopp and Harmke Alkemade join Seth to talk about federated learning with Azure Machine Learning: what it is and how it works. Learn about the importance of protecting privacy and IP in cross-organizational ML scenarios and go over a demo of a Global FL setup using Azure ML and NVIDIA Flare.
Skills covered
Cloud DevelopmentMachine LearningArtificial Intelligence FoundationsAzureNetwork AdministrationCloud PlatformsArtificial Intelligence (AI)Network and System AdministrationCloud ComputingMicrosoftOne-Off
Concepts
1. Federated Learning with Azure Machine Learning
- 01 - Introduction to federated learning with Azure Machine Learning
- 02 - Demo - Global federated learning
- 03 - Learn more