Diagnostic
A calibrated baseline test, taken solo, that maps exactly where you stand across data preparation for ML and AI, model and foundation model development, and ML deployment and orchestration before you study anything.
About the MLA-C02 exam
The AWS Certified Machine Learning Engineer - Associate (MLA-C02) exam validates the skills to prepare data, develop traditional ML and foundation models, deploy and orchestrate ML and AI workflows, and operate, monitor and secure those solutions on AWS, largely with Amazon SageMaker AI and related services. It's aimed at engineers who build and run ML workloads in production. MLA-C02 replaced MLA-C01 in English on September 29, 2026 and is currently an English-only beta of 85 questions in 170 minutes; the exam guide describes the standard form as 65 questions (50 scored, 15 unscored), and the passing score is 720. AWS has listed general availability for January 14, 2027, with the GA duration not yet published. Edureify's plan budgets roughly 50–70 hours of study.
The Edureify Readiness System
Edureify runs on one loop: a Diagnostic maps exactly where you stand across data preparation for ML and AI, model and foundation model development, and ML deployment and orchestration before you study anything, an adaptive Roadmap turns that into a day-by-day plan weighted toward your actual gaps, a self-paced Practice Loop of questions, mock exams, and spaced review builds mastery topic by topic, and an Intervention layer steps in the moment your progress stalls. Every session feeds back into a live Readiness Score that predicts when you'll be exam-ready and names the specific topics still holding you back — not a completion percentage frozen at the end of a course.
Adaptive roadmap
A day-by-day plan built from your diagnostic and rebuilt automatically as you progress — weighted toward your actual gaps, not a generic syllabus.
Practice loop
Practice questions, mock exams, and spaced-repetition review, self-paced, with mastery tracked across data preparation for ML and AI, model and foundation model development, and ML deployment and orchestration.
Readiness prediction
A live score with a predicted ready-by date and the specific topics still dragging it down, recalculated after every session.
Certifying a team for MLA-C02, not just yourself?
Edureify also runs as a team platform for L&D leaders: every team member gets the same self-paced diagnostic-to-readiness loop, and managers get a live dashboard showing each person's Readiness Score, predicted ready-by date, and what's specifically holding them back — plus a portfolio view for reporting on MLA-C02 readiness across the whole team.
How Udemy approaches MLA-C02 prep
Udemy lists "AWS Certified Machine Learning Engineer Associate MLA-C02," a self-paced video course targeting the new version that replaced MLA-C01 in English this September. It's available from $12.99 on sale with lifetime access, a low-cost way to cover SageMaker AI, feature engineering and the foundation model topics MLA-C02 added.
Udemy has no baseline diagnostic, readiness score or adaptive plan at the platform level, and practice-test courses are typically separate. Because MLA-C02 is still in beta, with 85 questions in 170 minutes until general availability, it's especially hard to judge your own readiness from course completion alone.
Edureify's diagnostic covers data preparation for ML and AI, model and foundation model development, and ML deployment and orchestration, builds an adaptive plan from your results, and gives a predicted ready-by date for MLA-C02.
Edureify and Udemy, feature by feature
Udemy's MLA-C02 course is an affordable, lifetime-access option aimed specifically at the new exam version.
| Feature | Edureify | Udemy |
|---|---|---|
| Diagnostic baseline test | Included | Not included |
| Predictive Readiness Score | Included | Not included |
| Adaptive daily roadmap | Included | Not included |
| Predicted ready-by date | Included | Not included |
| 1:1 AI tutor (persistent session memory) | Included | Varies |
| Format | Diagnostic, adaptive plan and practice loop | Recorded lectures |
| Separate practice-test courses | Included | Varies |
| Price | $49–$599 | From $12.99 on sale |
| Access | 1 year | Lifetime for the purchased course |
Udemy information checked November 2026 from Udemy's own pages; prices change with frequent sales, so confirm on Udemy.
See what's included in the Edureify MLA-C02 program
View the MLA-C02 programWhat each one costs
Prices move with promotions and bundle contents — check both providers before you buy.
Udemy — AWS Certified Machine Learning Engineer Associate MLA-C02
From $12.99 on sale
Self-paced video lectures targeting the MLA-C02 domains, with an instructor Q&A board.
Access Lifetime access
Edureify MLA-C02 Program
$49–$599
Diagnostic, adaptive roadmap, practice loop, your Readiness Score, and unlimited AI tutor sessions.
Access 1 year
Track record and outcomes
Edureify outcomes
Readiness visibility
Per domain
Your MLA-C02 score is tracked across all four domains and updated after every session.
Udemy outcomes
Published pass-rate data
Not available
Udemy publishes no MLA-C02 pass-rate figures for its independently produced courses.
What studying on each one feels like
User experience — Edureify
Measured, not guessed
See whether data prep, model development, deployment or monitoring is your weakest MLA-C02 area.
Help on SageMaker questions
The AI tutor explains deployment or tuning answers using your earlier mistakes as context.
User experience — Udemy
Built for MLA-C02
The listed course targets the new version rather than MLA-C01.
Very low cost
Udemy sales make the course an inexpensive start on a new exam.
Questions people ask before choosing
Is the Udemy course for MLA-C01 or MLA-C02?
The listed course is titled for MLA-C02, the version AWS has used in English since September 29, 2026.
Can a Udemy course tell me I'm ready for the MLA-C02 beta?
No. Udemy tracks course progress, and separate practice-test courses report scores per attempt, but neither predicts readiness or a ready-by date.
Does Edureify's MLA-C02 prep reflect the beta format?
Edureify's roadmap follows the MLA-C02 domains and weights; the beta currently runs 85 questions in 170 minutes, and the GA format is expected to follow the guide's 65 questions.
Edureify vs Udemy: which is right for you?
Udemy is a good choice if you want a cheap, current video course on MLA-C02 and plan to gauge your readiness with separate practice tests.
Edureify is a better match if you want a baseline across all four MLA-C02 domains, an adaptive plan, and a predicted ready-by date while the exam settles into GA.
On a brand-new exam version there's little community history to lean on, so a score built from your own results is especially useful.
Start with Edureify