Challenges of Feature Monitoring for Real-Time Machine Learning

January 26, 2023 by Willem Pienaar

To be successful with machine learning, you need to do more than just monitor your models at prediction time. You also need to monitor your features and prevent a “garbage in, garbage out” situation. However, it’s extremely hard to detect …

Announcing Feast 0.10

April 15, 2021 by Willem Pienaar

Today, we’re announcing Feast 0.10, an important milestone towards our vision for a lightweight feature store.  Feast is an open source feature store that helps you serve features in production. It prevents feature leakage by building training …