Feast Insights

What is Feast?

Feast is an open-source feature store for machine learning. It is used to manage and serve features to machine learning models consistently across training and production environments. Feast addresses challenges like feature discoverability, data governance, and online/offline feature consistency, enabling more reliable and scalable machine learning deployments.

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What other technologies are related to Feast?

Feast Competitor Technologies

Hopsworks

Hopsworks is a feature store platform and hence a direct competitor.

mentioned alongside Feast in 68% (60) of relevant job posts

Tecton

Tecton is a feature store platform and therefore a direct competitor.

mentioned alongside Feast in 35% (85) of relevant job posts

GCP Vertex AI

GCP Vertex AI provides feature store capabilities and is hence a competitor.

mentioned alongside Feast in 1% (69) of relevant job posts

AWS Sagemaker

AWS SageMaker provides feature store capabilities and is hence a competitor.

mentioned alongside Feast in 0% (92) of relevant job posts

Feast Complementary Technologies

Seldon Core

Seldon Core is a model deployment platform that can be used with features prepared by Feast.

mentioned alongside Feast in 17% (67) of relevant job posts

Kubeflow

Kubeflow is an end-to-end ML platform, and Feast can be a component for feature management in a Kubeflow pipeline.

mentioned alongside Feast in 2% (269) of relevant job posts

MLFlow

MLflow is a platform to manage the ML lifecycle, including experiment tracking, model packaging, and deployment. Feast complements MLflow by providing feature management capabilities.

mentioned alongside Feast in 2% (333) of relevant job posts