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Shanghai, China
June 24–26, 2019
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Simultaneous translation will be provided for all keynote and breakout sessions.
我们将为所有主题演讲和分组会议提供同声传译服务。

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Wednesday, June 26 • 09:00 - 09:35
The State of AI and Machine Learning Operations in 2019 - Alejandro Saucedo, The Institute for Ethical AI & Machine Learning

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This talk will provide key insights on the learnings I have obtained throughout my career building and deploying machine learning systems, together with some of the technologies available in the open source "Awesome DataOps / Machine Learning Operations" list. I will be mainly covering the open source tools and frameworks available in 2019 to help you expand your DataOps and MLOps infrastructure. This talk will cover the technologies available to support specifically around reproducibility, monitoring, compliance and orchestration of data and computations. The main technologies that will be covered include PMML, Data Version Control (DVC), ModelDB, Pachyderm and Seldon.
Speakers
avatar for Alejandro Saucedo

Alejandro Saucedo

Chief Scientist, The Institute for Ethical Machine Learning
Alejandro is the Chief Scientist at the Institute for Ethical AI & Machine Learning, where he contributes to policy and industry standards on the responsible design, development and operation of AI, including the fields of explainability, GPU acceleration, ML security and other key... Read More →

Wednesday June 26, 2019 09:00 - 09:35 CST
610-611
  OSS - AI/ML/DL