AWS Certified Data Engineer - Associate
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Your company is planning to implement a data transformation service that can handle complex data processing tasks with a focus on machine learning integration. Which AWS service would you recommend, and what are the key considerations for integrating machine learning models into the data transformation process?
A
Amazon EMR, consider using Apache Spark MLlib for machine learning tasks and integrating the models with the data processing pipeline.
B
Amazon ECS, consider using containerized applications with machine learning frameworks like TensorFlow or PyTorch, and integrating the models with the data processing pipeline.
C
AWS Lambda, consider using AWS SageMaker for building and deploying machine learning models, and invoking the models from Lambda functions.
D
Amazon EKS, consider using Kubernetes operators for machine learning tasks and integrating the models with the data processing pipeline.