MLS-C01 is the AWS Machine Learning Specialty: feature engineering, model selection, SageMaker, and ML implementation/ops at specialty depth. Newer associate path is MLA-C01 — check which job posts name.
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Official: MLS-C01.
You need ML fundamentals (metrics, overfitting, algorithms) plus AWS service selection. Not a trivia Cloud Practitioner exam.
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