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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。

To view the Chinese version of this schedule please go here.
请点击此处查看中文版本。

Venue + Sponsor Showcase Map
场馆 + 赞助商展示区地图
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

Engineering Director, Seldon
Alejandro is the Chief Scientist at the Institute for Ethical AI & Machine Learning, where he leads the development of industry standards on machine learning bias, adversarial attacks and differential privacy. Alejandro is also the Director of Machine Learning Engineering at Seldon... Read More →


Wednesday June 26, 2019 09:00 - 09:35
610-611