Bring your own container – R model

In this section, we will illustrate the process of bringing your own Docker container to Amazon SageMaker. Particularly, we will focus on training and hosting R models seamlessly in Amazon SageMaker. Rather than reinventing the wheel in terms of building ML models using SageMaker's built-in algorithms, data scientists and machine learning engineers can reuse the work that they've done in R in SageMaker.

The following is the architecture regarding how different AWS components interact to train and host R models:

To follow the preceding architectural diagram, we start with Amazon Elastic Container Registry ...

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