Almost everything we see around us today comes from factories. However, manufacturing as we see it today is mostly outdated. Manufacturers spend up to 15–20% of their sales revenue due to the cost of poor quality (COPQ) [link]. This includes the cost of detecting and preventing product failures. The later a defect is detected, the more resources have been wasted on the defective part.

Amazon SageMaker is a managed service that makes it easy to build, train, and deploy machine learning (ML) models. Data scientists use SageMaker training jobs to easily train ML models; you don’t have to worry about managing compute resources, and you pay only for the actual training time. Data ingestion is an integral part of […]