AWS Certified Machine Learning Engineer Associate Exams 2026

Updated on 01.2026: The entire course has been fully refreshed with brand-new content to match the latest version of the AWS Certified Machine Learning Engineer – Associate exam, reflecting current AWS best practices, tools, and services.AWS Certified Machine Learning Engineer AssociatePrepare confidently for the AWS Certified Machine Learning Engineer – Associate exam with this comprehensive mock exam course, meticulously crafted to mirror the real exam experience. This course includes six full-length mock exams, each containing a carefully curated set of scenario-based, exam-style questions with detailed explanations for every answer, including both correct and incorrect options.Whether you're aiming to validate your ML skills on AWS, enhance your exam readiness, or simply test your knowledge under timed conditions, this course offers the ideal preparation. Each question is aligned with the AWS exam blueprint, covering key domains such as data preparation, feature engineering, model training and tuning, deployment, monitoring, security, and cost optimization using AWS services like Amazon SageMaker, AWS Glue, Amazon S3, Amazon EFS, Amazon Bedrock, and more.Attention!

Please note that the real exam contains one or more of the following question types:Multiple choice: Has one correct response and three incorrect responses (distractors).Multiple response: Has two or more correct responses out of five or more response options. You must select all the correct responses to receive credit for the question.Ordering: Has a list of 3–5 responses to complete a specified task. You must select the correct responses and place the responses in the correct order to receive credit for the question.Matching: Has a list of responses to match with a list of 3–7 prompts.

You must match all the pairs correctly to receive credit for the question.Case study: Has one scenario with two or more questions about the scenario. The scenario is the same for each question in the case study. Each question in the case study will be evaluated separately.

You will receive credit for each question that you answer correctly in the case study.Due to the format of practice tests on Udemy, only multiple choice, multiple response and scenario-based questions are covered in this course. If Udemy introduces additional options, the course will be updated immediately.Can I retake the practice tests?Yes, you can attempt each practice test as many times as you like. After completing a test, you'll see your final score.

Each time you retake the test, the questions and answer choices will be shuffled for a fresh experience.Is there a time limit for the practice tests?Yes, each test includes a time limit of 120 seconds per question.What score do I need to pass?You need to score at least 70% on each practice test to pass.Are explanations provided for the questions?Yes, every question comes with a detailed explanation.Can I review my answers after the test?Absolutely. You’ll be able to review all your submitted answers and see which ones were correct or incorrect.Are the questions updated frequently?Yes, the questions are regularly updated to provide the best and most relevant learning experience.Additional Note: It’s highly recommended that you take the practice exams multiple times until you're consistently scoring 90% or higher. Don’t hesitate—start your preparation today.

Good luck!