Planning to take the AWS Certified Machine Learning Engineer - Associate (MLA-C01) exam in 2026? You’re likely here for one thing: the exact registration window, exam date, and result date. Here’s the honest truth — AWS doesn’t publish a single fixed exam date like a university entrance test. Instead, you can book your exam almost any day of the year, but there are important windows, scheduling rules, and result timelines you need to know before you register.
What You Need to Know First
AWS Certification exams are delivered through Pearson VUE — both online proctored and at physical test centers. For 2026, the exam is available year-round, but availability depends on your location and the testing center’s calendar. That means there’s no single “exam date” to mark on your calendar. Instead, you choose a date that works for you, subject to seat availability.
However, AWS does run promotional windows and beta exam periods. If you’re aiming for a specific quarter or want to take advantage of a discount, you need to track those windows. As of early 2026, the official AWS Certification page is the only reliable source for current registration deadlines and any special offers.
Registration Window for 2026
Registration for the MLA-C01 exam is open year-round. You can create an AWS Certification account, schedule your exam, and pay the fee at any time. But if you’re targeting a specific month — say, March or September — book early. Popular slots at test centers fill up 2–4 weeks in advance, especially in metro areas like Bengaluru, Mumbai, Delhi, and Hyderabad.
Key registration steps:
- Create or log in to your AWS Certification account.
- Select MLA-C01 (Machine Learning Engineer - Associate).
- Choose a delivery method: online proctored or test center.
- Pick a date and time slot.
- Pay the exam fee (verify current fee on the official portal — AWS Certified Machine Learning Engineer - Associate fees were last revised in early 2026).
Take a free AWS Certified Machine Learning Engineer - Associate demo mock to find out where you stand: Try the demo →
Exam Date Availability in 2026
Because this is a on-demand exam, you can schedule it almost any business day. However, there are a few constraints:
- Online proctored exams are available 24/7, but you must book at least 24 hours in advance.
- Test center exams typically run Monday to Saturday, with limited Sunday slots.
- Blackout dates may occur during AWS re:Invent (early December) or major holidays — check Pearson VUE’s calendar.
For 2026, the safest approach is to pick a target month and book 3–4 weeks out. That gives you enough time to prepare and reschedule if needed.
Result Date and Score Release
Here’s the good news: you don’t wait weeks for results. For computer-based MLA-C01 exams, you receive an unofficial pass/fail score immediately after you finish the test. Your official score report and certificate are typically available within 5 business days in your AWS Certification account.
If you take the exam during a beta period, results take longer — often 6–8 weeks after the beta window closes. Beta exams are cheaper but come with the delay. For 2026, AWS hasn’t announced a beta window for MLA-C01 as of early 2026, so assume the standard timeline.
How to Verify Exact Dates and Deadlines
Don’t rely on third-party blogs (including this one) for the final word. AWS changes schedules and fees without much notice. Always check:
- Official AWS Certification page for MLA-C01
- Pearson VUE scheduling portal for real-time seat availability
- Your AWS Certification account for personalized deadlines and any vouchers
See AWS Certified Machine Learning Engineer - Associate mock-test packs and pricing: View plans →
Common Mistakes to Avoid When Scheduling
- Waiting too long — seats vanish, especially in Q1 and Q3 when many candidates target promotions.
- Ignoring time zone differences — if you book online proctored, the slot is in your local time, but double-check when you switch time zones.
- Not checking rescheduling policies — you can reschedule up to 24 hours before the exam, but you may incur a fee if you’re within 24 hours.
- Forgetting to verify ID requirements — online proctored exams require a valid government ID; test centers may have additional checks.
What If You Miss Your Window?
If you miss your scheduled exam without canceling, you forfeit the fee. You’ll need to re-register and pay again. However, if you cancel or reschedule at least 24 hours in advance, you can avoid losing the full fee — though AWS may charge a rescheduling fee. Always read the cancellation policy on the Pearson VUE site.
Final Checklist Before You Register
- Confirm you meet the exam prerequisites (recommended: 1+ year of ML/AWS experience).
- Decide on online vs. test center — online is more flexible, test center has fewer technical glitches.
- Set a budget for the exam fee and any retake (verify current fee on official portal).
- Book a date that gives you at least 4–6 weeks of focused study.