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April 10-11, 2018: Training
April 11-13, 2018: Tutorials & Conference
Beijing, CN

基于Apache Spark及BigDL运行分布式Keras

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

Zhichao Li (Intel)
09:0017:00 Wednesday, April 11, 2018
Secondary topics:  深度学习(Deep Learning)

必要预备知识 (Prerequisite Knowledge)

对深度学习及Apache Spark的基本理解

该辅导课要求硬件和/或安装 (Hardware and/or installation requirements)

电脑(macOS或Linux),GitHub账号

您将学到什么 (What you'll learn)

从这个教学课程里,学员将会学到如何应用BigDL到深度学习(最先进的机器学习技术)和他们的Apache Spark驱动的大数据工作任务里
学员将会学到如何应用BigDL到深度学习(最先进的机器学习技术)和他们的Apache Spark驱动的大数据工作任务里。

描述 (Description)

深度学习技术的进步继续推动数据分析和机器学习的演变,推进人工智能的全新应用。作为最受欢迎的上层神经网络 API 之一,Keras 可帮助企业轻松、快速地进行原型构建,并支持多个后端,包括 TensorFlow 和 Theano。在本演讲中,我们将展示如何将 Keras 无缝集成在 BigDL(Apache Spark 的一种分布式深度学习框架)中,以便用户通过运行分布式 Keras 在基于英特尔® 至强® 处理器的现有 Hadoop/Spark 集群上进行训练、微调或大规模推理。

Photo of Zhichao Li

Zhichao Li

Intel

Zhichao Li is a senior software engineer at Intel focused on distributed machine learning, especially large-scale analytical applications and infrastructure on Spark. He’s also an active contributor to Spark. Previously, Zhichao worked in Morgan Stanley’s FX Department.

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