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AWS Certified Machine Learning–Specialty (MLS-C01) Exam Guide Version 1.1 MLS-C01 1 | P a g e Introduction The AWS Certified Machine Learning—Specialty (MLS-C01) exam is intended for individuals who perform a Development or Data Science role. 8. Time. Take a couple of deep dive courses on machine learning theory or read the materials I list. From your AWS Certification Account, you can schedule your exam with either of our testing vendors, Pearson VUE or PSI. You should be! 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