Amazon SageMaker is fully managed service that you can use to quickly build, train, and deploy machine learning models with little effort and at low cost. This demo walks you through how to build a predictive model using fully managed Jupyter notebooks. We also show you how to easily deploy your model to an auto-scaling cluster spread acorss multiple Availability Zones to deliver both high performance and high availability.