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Julie Pitt

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Applied Machine Learning: a Netflix productionScale By The Bay 20182018-11-15
Netflix describes Metaflow as a Python-first workflow layer that actually ships: it provides a DAG decorator API, resume-any-step reproducibility backed by an…
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InterviewScale By The Bay 20182018-11-15
Built a production machine learning platform at Netflix that gives data scientists on-demand large-scale compute early in development and removes concerns…
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The Fun of Functional Programming PanelScale By the Bay 20172017-11-16
Panel argues that functional programming makes code understandable by turning components into pure functions as equations and using types to encode meaning…
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What our Brains can Teach us About Software EngineeringGOTO Copenhagen 20162016-10-03
Argues software fails because code is an infinitely precise generative model while humans work with noisy, tolerant perception; demonstrates a one-character…
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Rethinking Data for Intelligent ComputingGOTO Copenhagen 20152015-10-05
Argues intelligence equals free energy minimization and breaks perception, action, learning into hierarchical belief nodes that predict and explain…
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