TechPrep AWS ML Engineer app icon

AWS ML Engineer exam prep

AWS is swapping this exam over: the MLA-C01 runs until September 28, 2026 and the MLA-C02 takes over from September 29. Registration for the C02 opened on September 1, so both are bookable now and your test date decides which you sit. Either way it is a SageMaker exam. Data pipelines, feature engineering, model training, endpoint deployment, monitoring for drift, plus the generative AI scope the C02 adds with Bedrock, RAG, and agentic workflows. Our 3,300-question bank covers both.

50 free questions included · No account required

Inside the app

The pages from our App Store listing. Every screen is captured from the app itself.

TechPrep AWS ML Engineer App Store screenshot, "Pass AWS MLA-C02. Guaranteed.": the home screen with the exam readiness score.
Home
TechPrep AWS ML Engineer App Store screenshot, "The Real Exam. Simulated.": the exam simulator's difficulty levels.
Exam Simulator
TechPrep AWS ML Engineer App Store screenshot, "7 Ways To Study.": the study modes.
Study Modes
TechPrep AWS ML Engineer App Store screenshot, "Every Answer. Explained.": a reviewed question that explains why the right answer is right and why the others are wrong.
Explanations
TechPrep AWS ML Engineer App Store screenshot, "Hard Topics. Illustrated.": an illustrated visual reference sheet.
Visual References
TechPrep AWS ML Engineer App Store screenshot, "More Than Practice Questions": a reference table from the study materials.
Study Materials
TechPrep AWS ML Engineer App Store screenshot, "Find Your Blind Spots": the confidence score, every answer scored against how sure you were.
Confidence Calibration
TechPrep AWS ML Engineer App Store screenshot, "Know When You're Ready": the exam readiness score.
Exam Readiness
TechPrep AWS ML Engineer App Store screenshot, "Zero Distractions. By Design.": the distraction-free study screen.
Distraction-Free
TechPrep AWS ML Engineer App Store screenshot, "Earn Your Certificate": the Exam Ready Certificate.
Certificate

What the MLA-C02 looks like

Scored on a 1,000-point scale. You need 720 to pass, across four SageMaker-heavy domains.

65 Questions
130 min Time Limit
720 Passing (of 1000)

Weighted to match the exam

Data preparation and model development carry the most weight, with monitoring and security close behind.

Data Preparation 28%
ML Model Development 26%
Deployment & Orchestration 22%
Monitoring & Security 24%

Everything in the app

Two question formats and an adaptive engine tuned to the AWS services this exam actually tests.

2,000 Multiple-Choice Questions

Heavy focus on SageMaker pipelines, training jobs, hyperparameter tuning, Glue ETL, feature stores, and model registry. Each explanation walks through the AWS-specific implementation, not just the ML concept.

1,300 Rapid-Fire Questions

True/false drills on instance types, data formats, built-in algorithms, deployment strategies, and CloudWatch metrics. The MLA-C02 has a lot of service-specific detail to memorize.

Adaptive Study Modes

Study by domain, run timed practice tests that match the 130-minute exam window, use MLA Daily for quick sessions, or let the confidence engine identify where your understanding has gaps.

We stake our revenue on the science

Every Pro subscription includes our pass guarantee. Earn your Exam Ready Certificate, take the MLA-C02 within 14 days, and if you score below 720, we refund your most recent payment.

Full terms available in-app and at meridianlabs.us/terms.

Start studying for the MLA-C02

50 free questions included. No account required.

Free to start — 50 questions, no account. Go Pro for the full bank: $6.99/week, $12.99/month, or $49.99 once.

Don't pass? We refund your most recent payment. That's the Pass Guarantee.