Federated learning and privacy in ML

Federated learning lets you handle cases where you can't, or don't want to, collect all your training data in a central place. Frameworks for federated learning are still a work in progress, but two of them, FedML, and Nvidia Flare, are gaining momentum.

We'll also have a talk from the AI team at SoftServe, which is developing a rapid assessment tool to help data science teams move more quickly on their generative AI projects.