Bring your own model – SageMaker, MXNet, and Gluon

This section focuses on how SageMaker allows you to bring your own deep learning libraries to the Amazon Cloud and still utilize the productivity features of SageMaker to automate training and deployment at scale.

The deep learning library we will bring in here is Gluon:

  • Gluon is an open source deep learning library jointly created by AWS and Microsoft.
  • The primary goal of the library is to allow developers to build, train, and deploy machine learning models in the cloud.

In the past, a tremendous amount of research has been conducted on recommender systems. In particular, Deep Structured Semantic models attempt to capture information from attributes, such as product image, title, and description. ...

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