Amazon EMR, consider using Apache Spark MLlib for machine learning tasks and integrating the models with the data processing pipeline.

Amazon ECS, consider using containerized applications with machine learning frameworks like TensorFlow or PyTorch, and integrating the models with the data processing pipeline.

AWS Lambda, consider using AWS SageMaker for building and deploying machine learning models, and invoking the models from Lambda functions.

Amazon EKS, consider using Kubernetes operators for machine learning tasks and integrating the models with the data processing pipeline.