
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AWS Sagemaker
SageMaker is Amazon's fully managed cloud machine learning offering. As a Platform as a Service (PaaS) product, SageMaker is one of the simplest ways in which you can deploy a machine learning model. Unlike it's competitors, Amazon SageMaker only runs Python 2.7. SageMaker has two options for handling machine learning services in the cloud:
- Creating and training your model in a hosted Jupyter notebook
- Training from a dockerized version of the model
We'll be diving into how to train and deploy models with SageMaker in the coming sections.