Machine Learning Specialty

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About This Certification

The AWS Machine Learning Specialty validates deep expertise in designing and implementing ML solutions on AWS at scale — model training, hyperparameter tuning, SageMaker pipelines, feature engineering, model deployment strategies, and ML security. It is the senior ML credential in the AWS ecosystem.

Who It's For

Senior ML engineers, AI researchers, and data scientists with hands-on SageMaker experience and a working understanding of ML theory. Not an introductory certification — this is for practitioners who already build and ship models.

Certification Paths

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