April 2018
Intermediate
36m
English
video
DevOps for models: How Accenture managed millions of models in production—and at the edge
by Ishmeet Grewal, Teresa Tung, Jürgen Weichenberger
Closed Captioning available in German, English, Spanish, French, Japanese, Korean, Portuguese (Portugal, Brazil), Chinese (Simplified), Chinese (Traditional)
Overview
As Accenture scaled to millions of predictive models, it required automation to ensure accuracy, prevent false alarms, and preserve trust. Teresa Tung, Ishmeet Grewal, and Jurgen Weichenberger explain how Accenture implemented a DevOps process for analytical models that's akin to software development—guaranteeing analytics modeling at scale and even in noncloud environments at the edge.
This talk was originally given at Strata 2017 Singapore.
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