AI-300: MLOps Engineer Associate
The new MLOps & GenAIOps certification replacing DP-100. Azure ML, MLflow, Foundry, and model deployment.
$79 practice exams are gatekeeping. Mine are $9 because it should be. Written by someone who works in cloud and AI at Microsoft NZ — for people like us.
I just passed with a 777 (Yes, Seriously). This video helped me tremendously.
@yourdream8 · YouTube
Bonus: the 25-module study guide is included free. See study guide →
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Official Exam Details
| Duration | 100 minutes |
| Questions | 40–60 |
| Passing Score | 700 / 1000 |
| Exam Cost | $165 USD |
| Testing Provider | Pearson VUE |
| Validity | Renew annually (free via Microsoft Learn) |
| Question Types | Multiple choice, Multiple response, Drag-and-drop, Case study |
Domain Breakdown
| Domain | Questions |
|---|---|
| Design and Implement an MLOps Infrastructure | 45 |
| Implement Machine Learning Model Lifecycle and Operations | 65 |
| Design and Implement a GenAIOps Infrastructure | 55 |
| Implement Generative AI Quality Assurance and Observability | 35 |
| Optimize Generative AI Systems and Model Performance | 50 |
Free Study Guide
This cert includes a complete study guide with 25 modules — free forever.
Domain 1: Design and Implement an MLOps Infrastructure
Domain 2: Implement Machine Learning Model Lifecycle and Operations
- MLflow: Track Every Experiment 14 min
- AutoML & Hyperparameter Tuning 13 min
- Training Pipelines: Automate Everything 14 min
- Distributed Training: Scale to Big Data 12 min
- Model Registration & Versioning 12 min
- Model Approval & Responsible AI Gates 11 min
- Deploying Models: Endpoints in Production 14 min
- Drift, Monitoring & Retraining 12 min
Domain 3: Design and Implement a GenAIOps Infrastructure
Domain 4: Implement Generative AI Quality Assurance and Observability
Domain 5: Optimize Generative AI Systems and Model Performance
Frequently Asked Questions
What is the passing score for the MLOps Engineer Associate exam?
The passing score for MLOps Engineer Associate (AI-300) is 700 / 1000. Our practice exams use an 80% threshold to help you build confidence before the real test.
How long is the MLOps Engineer Associate exam?
The official MLOps Engineer Associate exam is 100 minutes long. You can simulate this time pressure using our Exam Mode, which includes a countdown timer and auto-submit.
How much does the MLOps Engineer Associate exam cost?
The MLOps Engineer Associate certification exam costs $165 USD. You can prepare with our 250-question practice exam for just $9 (1 year access) — a fraction of the real exam fee. Plus, our complete study guide is free forever.
How many questions are on the MLOps Engineer Associate exam?
The official MLOps Engineer Associate exam has 40–60 questions. Our practice bank includes 250 exam-style questions with detailed explanations covering all 5 domains.
How long is the MLOps Engineer Associate certification valid?
The MLOps Engineer Associate certification is valid for: Renew annually (free via Microsoft Learn). Plan your recertification early and use our practice exams to stay sharp.
Is the MLOps Engineer Associate practice exam worth it?
Yes — our 250-question practice exam includes three study modes (Study, Exam Simulation, and Flashcards with spaced repetition), detailed explanations for every answer, adaptive question selection, and progress tracking across all 5 domains. The complete study guide is free forever. 20 practice questions are free with no account needed. Full access is $9 for 1 year.
How do I prepare for the MLOps Engineer Associate certification?
Start with our free study guide to build your foundation, then use Study Mode for instant feedback and concept learning. Switch to Exam Mode for timed practice under real conditions (100 minutes, 700 / 1000 to pass). Use Flashcards with spaced repetition to retain key facts long-term. Track your readiness score across all domains.
How does purchasing work?
Click "Unlock $9" above → pay securely via Stripe → receive a licence key instantly on screen (also emailed in your Stripe receipt). Enter the key on the practice page to unlock all 250 questions. No account needed. Each cert is purchased separately at $9 for 1 year of access.