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Elle O'Brien

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titleconferencedate
DevOps for Science: using continuous integrationPyData Global 20202020-11-11
Continuous integration extends to ML by versioning data, running training on demand, and surfacing detailed metric reports in pull requests; the team builds an…
Talk on
How to make continuous integration work with machine learningPyCon India 20202020-10-02
A workflow is built that lets CI run real model training and reporting: CML uses GitHub Actions (or GitLab CI) plus DVC to pull large datasets from cloud…
Talk on
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