TensorFlow World 2019
October 31, 2019, Santa Clara, USA
TensorFlow World 2019
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TFX: Production ML pipelines with TensorFlow (TF World '19)
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Robert Crowe
Tensorflow at Google
Charles Chen
Software Engineer at Google

Experienced data scientist working to make Tensorflow even better

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ML development often focuses on metrics, delaying work on deployment and scaling issues. ML development designed for production deployments typically follows a pipeline model, with scaling and maintainability as inherent parts of the design. We examine TensorFlow Extended (TFX), the open source version of the ML infrastructure platform that Google has developed for its own production ML pipelines.

Presented by: Robert Crowe, Charles Chen

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