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Large Scale Machine Learning with Spark on EMR

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Large Scale Machine Learning with Spark on EMR


When: July 23 | 11:00 AM - 12:00 PM PT (2:00 PM - 3:00 PM ET)
Level 300 | Service Deep Dive
Building machine learning models on large amounts of data is challenging and so is applying trained models on big data. By using Spark, MXNet, TensorFlow, and other frameworks on EMR, customers can build ML models using distributed training on large amounts of data and perform distributed inference. In this tech talk, we dive deep into how to use Spark and ML/DL frameworks such as SparkML, TensorFlow, and MXNet.
Learning Objectives: • Learn how Amazon EMR can be used for distributed training and inference on big data• Learn how to do distributed training and inference on Amazon EMR using popular ML/DL frameworks• Learn how to deploy machine learning models on Amazon EMR for large scale distributed inference
Who Should Attend: Anyone interested in Amazon EMRSpeaker(s): Tom Zeng, Amazon EMR Solutions Architect, AWS



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