In this chapter, you will configure an Amazon Sagemaker instance to forecast energy utilization at the smart home. Amazon SageMaker helps data scientists and developers to prepare, build, train, and deploy high-quality machine learning (ML) models quickly by bringing together a broad set of capabilities purpose-built for ML.