Open weights against the API in 2022

8 sessions

PodcastInvesting in MLOpsLeigh Marie Braswell, Founders Fund & Davis Treybig, Innovation Endeavors · 48:52 · Feb 2022 · 2,128 views · MLOps Coffee Sessions

ClaimDavis Treybig says open-source companies should plan how they might eventually monetize even if they do not build paid tiers for several years.33:44

PodcastBuilding the World's First Data Engineering ConferencePete Soderling, Data Council and Data Community Fund · 41:58 · Apr 2022 · 221 views · MLOps Coffee Sessions

ClaimOpen-source and commercial businesses have different routes to market and revenue, and founders should understand the difference between them.25:11

MeetupModern Data Science with VaexMaarten Breddels, Vaex.io & Jovan Veljanoski, Tiqets · 1:11:16 · Apr 2022 · 669 views · MLOps Meetup

ClaimVaex is an open-source out-of-core DataFrame library that lets users process very large datasets locally without clusters or complex configuration.4:06

PodcastMaking MLflowCorey Zumar, Databricks · 59:11 · Jun 2022 · 771 views · MLOps Coffee Sessions

ClaimMLflow was built as an open-source platform for the end-to-end machine-learning lifecycle, using open APIs and supporting many tools.1:18

MeetupFLOps with Scaleout's Open-core PlatformMarco Capuccini, Scaleout Systems · 44:36 · Jun 2022 · 533 views · MLOps Meetup

ClaimScaleout Systems is developing an open-core platform for federated machine learning operations.6:02

PodcastHow Hera is an Enabler of MLOps IntegrationsFlaviu Vadan, Dyno Therapeutics · 41:33 · Aug 2022 · 520 views · MLOps Coffee Sessions

ClaimDyno Therapeutics open-sourced Hera under the Argo Project Labs after finding that existing workflow DSLs did not provide the desired independence and usability.33:06

PodcastFeathr: LinkedIn's High-performance Feature StoreDavid Stein, LinkedIn · 53:15 · Sept 2022 · 1,643 views · MLOps Coffee Sessions

ClaimLinkedIn open sourced Feathr because it was a generally useful solution to a problem that other companies were increasingly reporting, consistent with LinkedIn's practice of open sourcing infrastructure.26:15

MeetupBuilding an Open Source MLOps Stack with ZenML Part 2Hamza Tahir, ZenML · 59:05 · Dec 2022 · 748 views · MLOps Meetup

ClaimZenML aims to provide a modular, standardized, end-to-end system that brings together open-source MLOps tools while remaining flexible and easy to use.5:09