Future developments
Hands-On Federated Analytics
Welcome
Principles
1
Why federated analytics?
2
Federated analytics
3
Federated learning
4
Secure multiparty computation
Applications
5
Image classification
6
Text classiciation
7
Graph-based analytics
8
Private set intersection
Engineering
9
Composable data stack
10
Semantic interoperability
Future developments
11
The paradox of open
12
Data spaces and data solidarity
References
Future developments
Perspectives on future developments
10
Semantic interoperability
11
The paradox of open