AWS · Certification, MLA-C01
Certified Machine Learning Engineer, Associate
Publishes domain weights: data preparation 28 percent, model development 26, deployment and orchestration 22, monitoring and security 24.
Retires 28 Sep 2026. MLA-C02 registration opens 1 Sep.
Study path: domains
- Data preparation28%
- Model development26%
- Deployment and orchestration22%
- Monitoring and security24%
Access
Paid. Verify the fee before scheduling.
Verify current pricing, format, and eligibility on AWS's own page before you schedule anything. This site does not track exam changes.
Question cards
No question cards for this certification yet. The domains and resources above are the study path in the meantime; cards arrive certification by certification.
Concepts that feed this cert
Activation functionAttention mechanismBackpropagationBatch sizeBias and fairnessBias-variance tradeoffChain-of-thought promptingCI/CD for MLContext windowCross-validationEmbeddingFeature engineeringFew-shot promptingGradient descentGroundingHallucinationIn-context learningInference latencyModel driftModel monitoringModel versioningNeural network layerOverfittingPrompt injectionPrompt templatesRed teamingSystem promptTemperatureTokenizationTransfer learning
Resources
- Certified Machine Learning Engineer, Associate, official exam guide
Source of the domain weights on this cert's card, and the only exam guide in this corpus that lists a minimum passing score outright rather than a pass percentage.