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Have you considered taking the AWS Certified Machine Learning - Specialty exam? I took it a recently and couldn’t find many updated resources for it, so I wrote <https://towardsdatascience.com/how-to-pass-the-aws-machine-learning-speciality-exam-b00bf0f811ed|this post> to help folks decide whether to take it and how to study for it.