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Joe Doliner

2 episodes

Practical AI Practical AI #23

Pachyderm's Kubernetes-based infrastructure for AI

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2018-12-03T15:59:15Z #ai +1 🎧 5,863

Joe Doliner (JD) joined the show to talk about productionizing ML/AI with Pachyderm, an open source data science platform built on Kubernetes (k8s). We talked through the origins of Pachyderm, challenges associated with creating infrastructure for machine learning, and data and model versioning/provenance. He also walked us through a process for going from a Jupyter notebook to a production data pipeline.

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