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AWS · MLA-C01 Live on the App Store and Google Play

MLA-C01 AWS Certified Machine Learning Engineer – Associate

Cloud Certification Practice

Exam update: AWS ended English delivery of MLA-C01 on September 28, 2026. Japanese, Korean and Simplified Chinese delivery ends on January 14, 2027, when MLA-C02 becomes generally available. This app covers MLA-C01, not MLA-C02. Source: AWS Training and Certification blog, September 2026 new offerings (checked 2026-10-15).

Updated

674
Practice questions
130 min
Exam length
720
Passing score
$150
Exam fee (USD)

What is the AWS Certified Machine Learning Engineer – Associate (MLA-C01)?

The AWS Certified Machine Learning Engineer – Associate (MLA-C01) is an associate-level certification from AWS. This app has 674 original practice questions organised by the domains of the AWS exam guide, with detailed explanations, timed practice, and FSRS spaced repetition — all offline.

MLA-C01 exam facts (checked 2026-10-15)

English delivery ended September 28, 2026; Japanese, Korean and Simplified Chinese until January 14, 2027, when MLA-C02 replaces it.

Questions
65
Duration
130 minutes
Passing score
720 (scaled, 100–1,000), per the MLA-C01 exam guide (Japanese edition; the English guide is no longer online)
Exam fee
USD 150 / JPY 20,000

Source: AWS Certified Machine Learning Engineer – Associate exam page and AWS MLA-C01 exam guide (Japanese) and AWS exam pricing (before testing), checked 2026-10-15. Vendors change fees and exam formats; confirm on the vendor page before you book.

What you'll get

What's in the MLA-C01 app

Prepare confidently for the AWS Certified Machine Learning Engineer - Associate (MLA-C01) exam. ML Prep provides hundreds of carefully crafted practice questions covering the exam domains.

◆ COMPREHENSIVE COVERAGE • practice sets covering all exam domains

◆ REALISTIC EXAM EXPERIENCE • Timed practice mode • Single and multiple-choice questions in exam format • Exam readiness score to track your progress

◆ SMART STUDY TOOLS • Detailed explanations with AWS services and best practices • Spaced-repetition flashcards powered by FSRS algorithm • Bookmarks for quick review • Personal notes on any question • Per-domain accuracy to identify weak areas • Shuffle mode for varied practice

◆ STUDY GUIDE • Complete guide covering all exam topics • SageMaker, Bedrock, Feature Store, Model Monitor • Data pipelines, feature engineering, hyperparameter tuning • MLOps, model deployment, drift detection, security

◆ MULTILINGUAL • Available in English, Japanese, Korean, German, and Portuguese • Switch language anytime in settings

◆ PRIVACY & OFFLINE • Works completely offline — no internet required • Your progress stays on your device • No ads, no tracking

Start with free practice sets. Unlock all sets with a one-time purchase — no subscription.

Screenshots

See the app in action

Exam blueprint

MLA-C01 domains covered

Domains and weights from the AWS exam guide (checked 2026-10-15).

Domain Weight
Data Preparation for ML
28%
ML Model Development
26%
Deployment and Orchestration of ML Workflows
22%
ML Solution Monitoring, Maintenance, and Security
24%
Why this app

Why StudyKits for MLA-C01

SageMaker depth

Built-in algorithms, hyperparameter tuning, and pipelines covered with realistic data scenarios.

Detailed explanations

Every question links the answer to the underlying service, doc, or framework — no fluff.

Timed practice

Timed practice sets in exam format (single and multiple choice), with an exam readiness score to track progress.

Fully offline

All questions ship with the app. No network needed after install — study on the subway, on a flight.

Pricing

Free to start. Pro for the full bank.

One-time in-app purchase. No subscription, no auto-renewal.

Free

$0

Forever, no time limit

  • First 3 question sets
  • Detailed explanations
  • Domain-by-domain accuracy
  • No ads, no tracking

Pro

Recommended

One-time

Per certification · price on the App Store / Google Play

  • Full 674 bank
  • Timed exam simulation
  • Spaced-repetition flashcards
  • Bookmarks + personal notes
  • One purchase, no subscription

The price is shown on the App Store and Google Play in your local currency, including tax. Refunds follow the App Store / Google Play refund policy — see Terms.

FAQ

MLA-C01 questions, answered

Who is MLA-C01 for?
Engineers who build, train, and deploy ML systems on AWS — not pure researchers. Strong overlap with data engineering and MLOps work.
Do I need a maths background?
Some statistics and linear-algebra intuition helps, but the exam emphasises pipelines, deployment, and ops over derivations.
How does MLA differ from MLS-C01?
MLS-C01 (Machine Learning – Specialty) was retired on March 31, 2026. MLA-C01 is an Associate-level exam that is broader and more pipelines-and-operations oriented. MLA-C01 itself is being replaced: English delivery ended on September 28, 2026, and MLA-C02 becomes generally available on January 14, 2027.
How many study hours?
80–120 hours for engineers with prior ML or data work. Plan extra time for SageMaker hands-on if you have not used it.
Does the app cover Bedrock and generative AI?
MLA-C01 centres on Amazon SageMaker AI and ML pipelines. Generative AI and Amazon Bedrock carry much more weight in MLA-C02 (generally available January 14, 2027), which this app does not cover.
Should I take SAA first?
Not required, but SAA-C03 builds the AWS architecture vocabulary you will reuse. If you already know AWS basics, MLA stands alone.
Related reading

Articles about MLA-C01

Up next

Other AWS certifications

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