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titleconferencedate
Compute anything with MetaflowPyData Global 20232023-12-06
Metaflow claims to let Python workflows pick the actual hardware and run reliably: cloud or on‑prem, packaged dependencies, Kubernetes scheduling and GPU…
Talk on
InterviewScale By The Bay 20192019-11-13
Describes building machine learning infrastructure that prioritizes human-centric usability for people operating recommendation and content workflows, not just…
Talk on
Human-Centric ML Infrastructure at NetflixScale By The Bay 20192019-11-13
Metaflow packages each run’s Python code, Conda environment and immutable data snapshots so executions are reproducible across local laptop or cloud; it…
Talk on
TrailDB tutorial Store and process billions of events efficientlyPyData San Francisco 20162016-08-12
TrailDB claims an immutable C library with Python bindings that stores billions of events and compresses datasets tightly — e.g. a Wikipedia dump of ~600…
Talk on
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