Márcio Dos Santos – Medium

Márcio Dos Santos

Published in
ml-bytes - Code snippets on how to productionize Machine Learning models

How to a create a SageMaker Execution role

As a managed service, Amazon SageMaker performs operations on your behalf on other AWS services.

Jul 25, 2018

How to a create a SageMaker Execution role

Jul 25, 2018

Published in
ml-bytes - Code snippets on how to productionize Machine Learning models

How to Deploy an AWS SageMaker Container Using TensorFlow Serving

In the previous articles we learned how to create a TensorFlow Serving container for SageMaker and how to push the container image to an…

Jul 25, 2018

How to Deploy an AWS SageMaker Container Using TensorFlow Serving

Jul 25, 2018

Published in
ml-bytes - Code snippets on how to productionize Machine Learning models

How to Make Predictions Against a SageMaker Endpoint Using TensorFlow Serving

In this article, we will use the endpoint half-plus-three that we created in the previous article How to Create an AWS SageMaker Endpoint…

Jul 25, 2018

How to Make Predictions Against a SageMaker Endpoint Using TensorFlow Serving

Jul 25, 2018

Published in
ml-bytes - Code snippets on how to productionize Machine Learning models

How to Push a Docker Image to AWS ECS Repository

The script below pushes a Docker image to an ECS repository.

Jul 25, 2018

How to Push a Docker Image to AWS ECS Repository

Jul 25, 2018

Published in
ml-bytes - Code snippets on how to productionize Machine Learning models

How to Create a TensorFlow Serving Container for AWS SageMaker

I finished training my TensorFlow model, what should I do now?

Jul 25, 2018

How to Create a TensorFlow Serving Container for AWS SageMaker

Jul 25, 2018

Márcio Dos Santos

Márcio Dos Santos

Passionate about the engineering side of Machine Learning and training performance. Designed TensorFlow for AWS SageMaker. Opinions are my own.

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