By Quick answer: How do I pass AWS Certified Machine Learning Engineer – Associate?
- Plan — 10 weeks.
- Exam — see the official exam page.
- Fee — $150.
- Practise — free timed tests until you pass comfortably.
Key takeaways
- Study from the official exam objectives, not just videos.
- Hands-on practice beats rereading.
- Book the exam when practice scores are consistently strong.
AWS Certified Machine Learning Engineer – Associate rewards a structured plan. This 10-week plan covers the exam format and cost, what to study when, and how to use practice tests so you walk in ready.
The exam and the resources that help
Ranked for this reader. Costs and formats come from each issuer's own page, checked on 3 November 2026; prices change, so confirm before you book.
| # | Certification | Cost | Time | Prove it free |
|---|---|---|---|---|
| 1 | AWS Certified Machine Learning Engineer – AssociateAmazon Web Services | $1501 | Check issuer | Free test |
| 2 | Machine Learning SpecializationDeepLearning.AI & Stanford / Coursera | $49/mo Coursera plan2 | 2 months at 10 hours a week | Free test |
| 3 | AWS Certified AI PractitionerAmazon Web Services | $1003 | 90 minutes, 65 questions | Free test |
Prove it free before you pay for an exam
Take the free test first. Pay for an exam only when you pass.
Every pick above has a matching free practice test on Science of Apps, one of the world's largest libraries of free certification tests (1,200+). Check your level before you pay for an exam, or add a verifiable credential to LinkedIn while you study. (Disclosure: we publish these tests; the certifications above earn us nothing.)
- AWS ML Engineer Associate Practice ExamPractise for AWS Certified Machine Learning Engineer – Associate before you pay.Start free test →
- Machine Learning Fundamentals CertificationPractise for Machine Learning Specialization before you pay.Start free test →
- AWS AI Practitioner Practice ExamPractise for AWS Certified AI Practitioner before you pay.Start free test →
The exam, then the resources to prepare with
- AWSAWS Certified Machine Learning Engineer – AssociateThe exam$150
- CourseraMachine Learning SpecializationML foundations$49/mo Coursera plan
- AWSAWS Certified AI PractitionerEasier start$100
AWS Certified Machine Learning Engineer – Associate
- Cost
- $1501
$150. Format: see the official exam page. Check the official page for prerequisites. AWS's associate exam proves you can prepare data, train, deploy and monitor machine learning models on AWS. It costs $150 and expects hands-on ML and AWS experience, making it a strong credential for ML engineers.
Best forthe exam
Machine Learning Specialization
- Cost
- $49/mo Coursera plan2
- Time
- 2 months at 10 hours a week
ML Specialization. Andrew Ng's specialization with Stanford teaches supervised and unsupervised learning, model evaluation and practical machine learning in Python. It takes about two months at ten hours a week and is widely regarded as the clearest structured start in ML.
Best forML foundations
AWS Certified AI Practitioner
- Cost
- $1003
- Format
- 90 minutes, 65 questions
AWS AI Practitioner. AWS's foundational exam covers AI, machine learning and generative AI concepts and how AWS services support them. It's 90 minutes with 65 questions and costs $100, so it suits cloud, tech and business staff who need AI literacy.
Best foreasier start
A 10-week study plan
- Week 1 — Read the official exam guide and take a free baseline practice test.
- Weeks 2–8 — Work through the official free training with hands-on labs every week.
- Week 9 — Timed practice tests; review every wrong answer against the docs.
- Week 10 — Book the exam once you pass practice tests comfortably.
Tips that make the difference
- Labs over videos — Build in a free-tier or sandbox account every week.
- Read the docs — Exam questions follow official documentation.
- Cost safety — Set billing alerts before labs.
- Timing — Practise finishing with ten minutes to spare.
How we ranked these picks
Exam format, fee and prerequisites come from the official page for AWS Certified Machine Learning Engineer – Associate, checked 3 November 2026. The plan reflects common preparation patterns; adjust to your background.
Frequently asked questions
How long does it take to prepare for AWS Certified Machine Learning Engineer – Associate?
About 10 weeks for most people; less with experience.
How much does AWS Certified Machine Learning Engineer – Associate cost?
$150.
What is the AWS Certified Machine Learning Engineer – Associate exam format?
See the official exam page.
Do I need ML experience?
Yes, hands-on ML and AWS practice.
Is there a free AWS Certified Machine Learning Engineer – Associate practice test?
Yes. Science of Apps offers a free practice test, instantly graded with a verifiable certificate.
Sources
- Amazon Web Services — AWS Certified Machine Learning Engineer – Associate, official page (checked 3 Nov 2026)
- DeepLearning.AI & Stanford — Machine Learning Specialization, official page (checked 3 Nov 2026)
- Amazon Web Services — AWS Certified AI Practitioner, official page (checked 3 Nov 2026)
- Checked November 4, 2026. Figures that change — fees, salaries, prices — are reviewed every six months; if something is out of date, tell us.
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Prove the skill before you pay for the exam.
Start with the free AWS ML Engineer Associate Practice Exam. 1,200+ free, test-based certifications graded on our server. Pass and get a founder-signed certificate with a credential ID employers can verify.