Feast with Willem Pienaar Contributor
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- Technology
Eric Anderson (@ericmander) and Willem Pienaar (@willpienaar) talk about Feast, the open-source feature store for machine learning. Feature stores act as a bridge between models and data, and allow data scientists to ship features into production without the need for engineers. Willem co-created Feast at Gojek, and later teamed up with the folks at Tecton to back the project.
In this episode we discuss:
The value of feature stores in MLOps
What happens when you open-source too early
Why most open-source code has nothing to hide
Bringing an open-source project to an existing company
Good and bad use cases for a feature store
Links:
Feast
Tecton
Turing
Merlin
Kubeflow
apply() Conference
People mentioned:
Mike Del Balso
Kevin Stumpf (@kevinmstumpf)
Ajey Gore (@AjeyGore)
Demetrios Brinkmann (@Dpbrinkm)
Wes McKinney (@wesmckinn)
Other episodes:
Flyte with Ketan Umare
Great Expectations with Abe Gong and Kyle Eaton
Eric Anderson (@ericmander) and Willem Pienaar (@willpienaar) talk about Feast, the open-source feature store for machine learning. Feature stores act as a bridge between models and data, and allow data scientists to ship features into production without the need for engineers. Willem co-created Feast at Gojek, and later teamed up with the folks at Tecton to back the project.
In this episode we discuss:
The value of feature stores in MLOps
What happens when you open-source too early
Why most open-source code has nothing to hide
Bringing an open-source project to an existing company
Good and bad use cases for a feature store
Links:
Feast
Tecton
Turing
Merlin
Kubeflow
apply() Conference
People mentioned:
Mike Del Balso
Kevin Stumpf (@kevinmstumpf)
Ajey Gore (@AjeyGore)
Demetrios Brinkmann (@Dpbrinkm)
Wes McKinney (@wesmckinn)
Other episodes:
Flyte with Ketan Umare
Great Expectations with Abe Gong and Kyle Eaton
32 min