Managed Spot Training: Save Up to 90% On Your Amazon SageMaker Training Jobs Amazon Web Services

Amazon SageMaker is a fully-managed, modular machine learning (ML) service that enables developers and data scientists to easily build, train, and deploy models at any scale. With a choice of using built-in algorithms, bringing your own, or choosing from algorithms available in AWS Marketplace, it's never been easier and faster to get ML models from experimentation to scale-out production. One of the key benefits of Amazon SageMaker is that it frees you of any infrastructure management, no matter the scale you're working at. For instance, instead of having to set up and manage complex training clusters, you simply tell Amazon SageMaker which Amazon Elastic Compute Cloud (EC2) instance type to use, and how many you need: the appropriate instances are then created on-demand, configured, and terminated automatically once the training job is complete. As customers have quickly understood, this means that they will never pay for idle training instances, a simple way to keep costs under control.