Federated Machine Learning Operations (FLOps)
Learn the basics of Federated Machine Learning Operations or FLOps
14 Tutorials
0 Exercises
Intermediate Level
100% Online
Self-paced
Our Alumni Work At
About this course
Contributors & Instructors
What you will learn?
Course Content
1. Federated Machine Learning
3
Idea
Federated Averaging
Federated vs Distributed ML
2. FEDn
2
Introduction
Architecture
3. FLOps Studio
3
Introduction
Support for Existing Tools
Protecting Output Privacy
4. Introduction
3
About Scaleout
Session Outline
Current Best Practices
5. Use Cases
3
Medical Applications
Air Traffic Management
Edge Learning in Cars
