Featureform

Featureform is dedicated to transforming how machine learning teams interact with data. Featureform allows data scientists to define, manage, and serve machine learning features across your organization. Featureform allows teams to pick the right data infrastructure to solve their processing problems, while providing a feature store abstraction above it. Featureform orchestrates and manages transformations and offloads the computations to the organization's existing data infrastructure. Featureform is a workflow, not more data infrastructure. Featureform ensures that transformations, features, labels, and training sets are defined in a standardized form, so they can easily be shared, re-used, and understood across the team. Featureform's virtual feature store is compatible with a wide range ofdata infrastructure. Mix and match providers like Snowflake, Redis, Spark, and Cassandra.