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Beijing, CN

大规模人工智能在优步:大数据和机器学习的双城记

此演讲使用中文 (This will be presented in Chinese)

Zhenxiao Luo (Uber)
14:0014:40 Friday, April 13, 2018
实施人工智能 (Implementing AI)
Location: 多功能厅6A+B(Function Room 6A+B)
Secondary topics:  设计AI平台(Designing AI platforms)

必要预备知识 (Prerequisite Knowledge)

对大数据和人工智能的基本了解

您将学到什么 (What you'll learn)

  • 如何在生产环境中部署人工智能
  • 如何应用大数据系统支持人工智能

描述 (Description)

优步应用大数据技术和机器学习技术为客户寻找最舒适的出行地点,预测最佳的航行路线,从而更好的服务客户需求。随着优步进入更多的国家和地区,大规模的精确机器学习对优步越来越重要。

在这个讲座中,我们将讨论优步如何建立起大数据系统,和机器学习系统,并逐渐将两个系统统一起来。我们会重点讨论优步大数据的缓存策略,以及如何有效的应用缓存来支持大规模的机器学习。

Photo of Zhenxiao Luo

Zhenxiao Luo

Uber

Zhenxiao Luo is an engineering manager at Uber, where he runs the interactive analytics team. Previously, he led the development and operations of Presto at Netflix and worked on big data and Hadoop-related projects at Facebook, Cloudera, and Vertica. He holds a master’s degree from the University of Wisconsin-Madison and a bachelor’s degree from Fudan University.

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