Feature Stores vs. Feature Platforms: Which One Is Right for Your Team?

October 19, 2022 by ,

Have you ever wondered what the difference is between a feature store and a feature platform? At first glance, they look like they provide similar capabilities and many teams may choose to go the direction of using an open-source feature store like …

Feature StoresFeature Platforms

Real-Time Machine Learning Challenges

October 19, 2022 by ,

We’ve written about why real-time data pipelines are so challenging to build. Companies often turn to feature stores or feature platforms to solve many of these pain points. Some recent examples of this include CashApp using a feature platform to …

Feature PlatformsFeature Stores

What Is a Feature Platform for Machine Learning?

July 8, 2022 by

Up until two years ago, only giant technology companies had the resources and expertise to build products that fully depended on machine learning systems. Think Google powering ad auctions, TikTok recommending content, and Uber dynamically adjusting …

Operational & Real-Time Machine LearningFeature Platforms