CertiOverview
MLA-C02 format, the 720 passing score, the beta delivery details, the four domain weights, and a study plan.
Study topic · Overview, notes, flashcards & practice exams available
AWS Certified Machine Learning Engineer – Associate
A learning path for MLA-C02: data preparation, foundation models, deployment, and operations. AWS retired the Machine Learning Specialty exam (MLS-C01) on March 31, 2026.
All four resources in this learning path are available. The exam overview, core notes, flashcards, and practice exams are available now.
Core Notes
Reference notes for data preparation, model choice, retrieval, agents, pipelines, monitoring, and guardrails.
Flashcards & Memory Notes
40 recall cards in four decks with a flip-card study mode, plus memory notes for models, retrieval, and controls.
Practice Exams
Check understanding with 200 original practice questions, custom timed exams, explanations, and a score report by domain.
What to expect from this learning path
The overview, core notes, flashcards, and practice exams are published. Every resource is free, and no login or payment is requested. The practice exams use 200 original questions written from the public MLA-C02 exam guide. This topic does not include an AWS console simulator.
These are independent educational resources. They are not official AWS training, and a practice score does not predict an exam result. Always confirm current exam requirements, pricing, and objectives with AWS before you book.
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