AWS Machine Learning Engineer Associate (MLA-C02) Course: 76-Lesson Syllabus
AWS Machine Learning Engineer · Associate · MLA-C02

One concept.
Two minutes.
It sticks.

Bite-sized, visual lessons for the updated MLA-C02 exam, which puts foundation models, RAG, and agents alongside traditional ML engineering. Built to teach the trade-off reasoning the test rewards, not facts to cram.

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The syllabus below mirrors the official MLA-C02 exam guide: 4 domains, each split into the guide's task statements (shown here as modules), 76 chapters covering every skill statement, traditional ML and generative AI alike. Lessons are being authored in chapter order and appear here the day they ship.

Exam dates: MLA-C02 delivery begins September 29, 2026 (beta first, in English). Booked on or before September 28, 2026? You are still sitting MLA-C01: use the MLA-C01 course.

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