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, 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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