Deploying SageMaker Canvas Models with Amazon SageMaker Serverless Inference

Amazon SageMaker Canvas simplifies machine learning model building without code, but deploying it efficiently and cost-effectively is crucial. SageMaker Serverless Inference automatically provisions and scales infrastructure based on demand, eliminating the need to manage servers or pre-configure capacity. This solution can help quickly deploy a model built in SageMaker Canvas to a serverless endpoint. Prerequisites include access to Amazon S3 and SageMaker AI, a trained regression or classification model, and permissions to create a SageMaker AI domain.