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The Feast Podcast - MLOps Open Source Feature Stores
Feast OSS
9 episodes
5 days ago
A podcast that centers around the Open Source Feature Store Feast. In this series, the creator of Feast Willem Pienaar and the founder of the MLOps Community Demetrios Brinkmann join forces to interview Feast users and each other on the current state of Feast, surprises to implementing a feature store, specific Feast use cases, and Machine Learning Engineering wisdom in general. Feast has become the goto feature store for large companies such as Zulily, Gojek and Cookpad and is also the main feature store being used with the Machine Learning tooling Kubeflow.
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Technology
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All content for The Feast Podcast - MLOps Open Source Feature Stores is the property of Feast OSS and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
A podcast that centers around the Open Source Feature Store Feast. In this series, the creator of Feast Willem Pienaar and the founder of the MLOps Community Demetrios Brinkmann join forces to interview Feast users and each other on the current state of Feast, surprises to implementing a feature store, specific Feast use cases, and Machine Learning Engineering wisdom in general. Feast has become the goto feature store for large companies such as Zulily, Gojek and Cookpad and is also the main feature store being used with the Machine Learning tooling Kubeflow.
Show more...
Technology
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Evaluation Store + Feature Store
The Feast Podcast - MLOps Open Source Feature Stores
50 minutes 6 seconds
3 years ago
Evaluation Store + Feature Store

Aparna Dhinakaran spoke with Demetrios and Willem about the 3 tools you need to do ML - an evaluation store, a feature store and a model store. Before getting into the full conversation about the integration between Feast and Arize AI, the team talked about what exactly an evaluation store is and why its needed.

Aparna's article about the three tools you need to do ML - https://towardsdatascience.com/the-only-3-ml-tools-you-need-1aa750778d33
The Feast and Arize integration blog - https://arize.com/feast-and-arize-supercharge-feature-management-and-model-monitoring-for-mlops/

If you would like to share your story with us about how you are using Feast, get in touch!

For more info about feature stores check out the Tecton blog or have a look at the Feast website
Join the Tecton/Feast slack channel to speak with like-minded engineers.

Connect with Aparna on LinkedIn or Twitter
Connect with WIllem On LinkedIn
Connect with Demetrios On LinkedIn

Follow Feast on Twitter
Check out Tecton on Twitter

The Feast Podcast - MLOps Open Source Feature Stores
A podcast that centers around the Open Source Feature Store Feast. In this series, the creator of Feast Willem Pienaar and the founder of the MLOps Community Demetrios Brinkmann join forces to interview Feast users and each other on the current state of Feast, surprises to implementing a feature store, specific Feast use cases, and Machine Learning Engineering wisdom in general. Feast has become the goto feature store for large companies such as Zulily, Gojek and Cookpad and is also the main feature store being used with the Machine Learning tooling Kubeflow.