Feast

Feast

Feast is an open-source feature store for machine learning that offers organizations a robust solution for consistent storage and serving of features crucial for both offline training and online inference. It facilitates the management of an offline store for processing historical data at scale, a low-latency online store for real-time predictions, and a battle-tested feature server for serving pre-computed features online.

Feast empowers ML platform teams by ensuring features are consistently available for training and serving, preventing data leakage through correct point-in-time feature sets, and decoupling ML from data infrastructure. With Feast, data scientists can focus on feature engineering, and models remain portable across various stages and systems, from training to serving and from batch to real-time models.

💡
Not Reviewed/Verified Yet By Marktechpost. Please get in touch with us at Asif@marktechpost.com if you are the product owner.
About the author
Manya Goyal

AI Developer Tools Club

Explore the ultimate AI Developer Tools and Reviews platform, your one-stop destination for in-depth insights and evaluations of the latest AI tools and software.

AI Developer Tools Club

Great! You’ve successfully signed up.

Welcome back! You've successfully signed in.

You've successfully subscribed to AI Developer Tools Club.

Success! Check your email for magic link to sign-in.

Success! Your billing info has been updated.

Your billing was not updated.