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The MLS-C01 exam has been retired

It was retired on March 31, 2026. It was replaced by MLA-C02 (AWS Certified Machine Learning Engineer - Associate). Go to the MLA-C02 study guide →

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1.1. Understanding the AWS MLS-C01 Exam

This section breaks down the purpose, audience, and mindset required for the AWS Certified Machine Learning - Specialty (MLS-C01) exam. Understanding the "why" behind the exam's structure and focus is the first step toward effective preparation.

Alvin Varughese
Written byAlvin Varughese
Founder•20 professional certifications