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Same Classifier, Different Cloud Platform

This repository is part of a project consisting of training and deploying the exact same model on three different cloud platforms: AWS, Azure and Google Cloud.

The model was built using TensorFlow's Estimator API.

The project consists of 4 Parts:

  • Introducing the project, the model and collecting the data
  • Train & Deploy on AWS SageMaker
  • Train & Deploy on Azure ML
  • Train & Deploy on Google's AI Platform (aka ML Engine)

The articles related to this project can be read on my medium page https://medium.com/@aymericdelabrousse