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AWS Certified Machine Learning Engineer – Associate (MLA-C01) Exam Prep

Rated 5.00 out of 5 based on 202 customer ratings
(202 customer reviews)

Original price was: $99.Current price is: $29.

Prepare to pass the official AWS Certified Machine Learning Engineer – Associate (MLA-C01) exam. 100 MLA-C01 practice questions covering every domain in the official exam guide, each with an in-depth explanation to help you understand the question and the answer. Two modes: Practice Mode at your own pace with a test length you choose, and Mock Exam Mode, a timed 65-question, 130-minute exam with random questions, just like the real one. Lifetime access and a money-back guarantee.

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MLA-C01 practice exam for AWS Certified Machine Learning Engineer – Associate

The AWS Certified Machine Learning Engineer – Associate (MLA-C01) is a associate-level AWS certification. The exam has 65 questions in 130 minutes, and you need a scaled score of 720 out of 1,000 to pass. Our MLA-C01 practice exams cover every domain in the official exam guide, with an explanation for every answer.

MLA-C01 exam at a glance

Official MLA-C01 examScrumPrep MLA-C01 practice tests
Questions65100 in the bank; timed mocks
Time limit130 minutesTimed in Timed Mode; none in Practice Mode
Passing score720 on a scale of 100 to 1,000Scored at the end, with a breakdown by domain
Question typesMultiple choice and multiple responseMultiple choice and multiple response
PriceOfficial exam fee: $150 per attempt, paid to AWSScrumPrep practice tests: $29, unlimited attempts. The exam fee is not included.

Please note: ScrumPrep sells practice tests, not the exam. The $29 covers our MLA-C01 practice tests only. You book and pay for the official MLA-C01 exam separately with AWS.

What the MLA-C01 exam tests

  • Data preparation for ML: ingesting, transforming and engineering features.
  • ML model development: choosing, training and tuning models, including with SageMaker.
  • Deployment and orchestration: deploying models and automating ML workflows.
  • Monitoring, maintenance and security: model monitoring, cost and security.

Sample MLA-C01 exam question

A model performs well on training data but poorly on validation data. What is the most likely problem, and what helps?

  1. Underfitting; add more features
  2. Overfitting; apply regularization, add training data or use early stopping
  3. Data leakage; remove the validation set
  4. High bias; train for more epochs

Answer: 2. Strong training results with weak validation results mean the model has memorized the training data. Regularization, more data and early stopping help it generalize. Every question in our bank explains its answer like this.

Two ways to prepare: Practice Mode and Mock Exam Mode

  • Practice Mode: study at your own pace. Choose how many questions you want in each session, from a short set to all 100 questions, with no time limit and an in-depth explanation after every answer. Progress saves automatically.
  • Mock Exam Mode (Timed Mode): sit a full mock exam that mimics the real one: 65 random questions in 130 minutes, scored at the end. Every attempt draws a new random set.
  • In-depth explanations: every question comes with a detailed explanation that walks you through what the question is really asking and why the correct answer is right, so you understand the reasoning instead of memorizing answers.
  • Benchmarking: compare your scores with other candidates and see which topics need work.
  • Lifetime access with updates whenever AWS changes the exam.

Why ScrumPrep

AWS’s own practice question sets are short. Our MLA-C01 practice exams give you 100 questions written to the exam guide, each with an in-depth explanation of why every option is right or wrong. Backed by our money-back guarantee.

  • Trusted since 2016: thousands of candidates have prepared for their certification exams with ScrumPrep.
  • Matched to the real exam: questions are written to match the real MLA-C01 exam’s format, difficulty and topics, and checked against the current official exam content.
  • Prompt support: questions about an answer or your account? Contact us and we respond promptly.
  • Pay once: one payment, no subscription required.
  • Study anywhere: practice on your phone, tablet or computer.

MLA-C01 FAQ

Is MLA-C01 the current version of the exam? Only in Korean, Japanese and Simplified Chinese. The English exam ended on September 28, 2026.

How long is the certification valid? Three years. After that you recertify by passing the current version of the exam.

Are these real exam questions or dumps? Neither. AWS’s real questions are confidential, and using dumps breaks its exam rules and can cost you the certification. These are original questions written to the same format and topics, each with an in-depth explanation.

What happens if I fail? AWS requires a 14-day wait before a retake, and each attempt is paid in full. Our money-back guarantee covers your ScrumPrep purchase. See the guarantee terms.

Try the free MLA-C01 quiz first.

Buying for a team? Bulk discounts are available. Contact us for details.

202 reviews for AWS Certified Machine Learning Engineer – Associate (MLA-C01) Exam Prep

  1. Rated 5 out of 5

    Olivia M. –

    The practice exams highlighted topics that deserved additional review.

  2. Rated 5 out of 5

    Liam G. –

    The explanations were detailed without being overwhelming.

  3. Rated 5 out of 5

    Emily T. –

    This resource helped me prepare efficiently despite a busy work schedule.

  4. Rated 5 out of 5

    Harper K. –

    The question bank remained consistently high quality throughout.

  5. Rated 5 out of 5

    Mia A. –

    The exam prep covered both technical implementation and operational considerations.

  6. Rated 5 out of 5

    Benjamin L. –

    This exam prep helped transform theory into practical understanding.

  7. Rated 5 out of 5

    Mia F. –

    The realistic scenarios helped connect AWS services to practical business use cases.

  8. Rated 5 out of 5

    Charlotte A. –

    The practice exams provided an excellent balance between breadth and depth.

  9. Rated 5 out of 5

    Chloe E. –

    I appreciated how each explanation expanded beyond the correct answer.

  10. Rated 5 out of 5

    Mason M. –

    I appreciated the consistent quality across every practice exam.

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Prepare with focused, realistic practice

100 AWS Certified Machine Learning Engineer - Associate (MLA-C01) Exam Sample Questions

Gain access to a growing bank of high-quality practice questions developed to align with the latest AWS Certified Machine Learning Engineer - Associate (MLA-C01) exam guide. Strengthen your understanding of data preparation, feature engineering, model development, model deployment, workflow orchestration, monitoring, maintenance, security, and responsible AI practices through realistic, scenario-based questions that reflect real-world machine learning solutions built on AWS.

Domains & Focus Areas

Data Preparation for Machine Learning (ML); ML Model Development; Deployment and Orchestration of ML Workflows; ML Solution Monitoring, Maintenance, and Security

Questions Developed by AWS Practitioners

All content is developed and reviewed by experienced AWS professionals with real-world machine learning expertise. Our practice questions reflect the concepts, services, and decision-making skills tested on the AWS Certified Machine Learning Engineer - Associate (MLA-C01) exam.

Fully Updated to the Latest AWS Certified Machine Learning Engineer - Associate (MLA-C01) Examination Guide

As AWS services and best practices continue to evolve, so does the certification exam. Our question bank is continuously reviewed and updated to reflect the latest AWS exam guide, ensuring you are always studying the most relevant and up-to-date content.

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Start practicing with realistic questions and detailed explanations.