Presented By O’Reilly and Cloudera
Make Data Work
March 5–6, 2018: Training
March 6–8, 2018: Tutorials & Conference
San Jose, CA

Building machine learning systems for scale: Amazon insights and best practices (sponsored by Amazon Web Services)

Guy Ernest (Amazon Web Services)
2:40pm–3:20pm Wednesday, March 7, 2018
Sponsored
 Location: LL20 B
Average rating: ****.
(4.50, 4 ratings)

What you'll learn

  • Explore Amazon SageMaker and learn Amazon's best practices in building machine learning systems at scale

Description

Amazon SageMaker is platform to build, train, and deploy machine learning models at any scale. Guy Ernest explores the scalable algorithms that SageMaker provides, distributed training with Apache MXNet and TensorFlow, automatic tuning of hyperparameters, and model deployments. Along the way, Guy discusses Amazon’s best practices in building machine learning systems at scale.

This session is sponsored by Amazon Web Services.

Photo of Guy Ernest

Guy Ernest

Amazon Web Services

Guy Ernest is a principal solutions architect in Amazon AI’s Deep Learning Group, where he works closely with developers, data scientists and executives to bootstrap and scale machine learning practices in Amazon Web Service customers around the world. Guy has two decades of experience building machine learning systems in computer vision, document analysis, recommendation engines.