Microsoft

Machine Learning Operations Engineer Associate

Run MLOps and GenAIOps on Azure Machine Learning and Microsoft Foundry.

Verified against the official Microsoft exam guide — August 25, 2026

AI-300

Exam code

50

Questions

120 min

Duration

70%

Pass mark

Exam domains

Design and implement an MLOps infrastructureFree samples →Study guide →19%
Implement machine learning model lifecycle and operationsFree samples →Study guide →29%
Design and implement a GenAIOps infrastructureFree samples →Study guide →24%
Implement generative AI quality assurance and observabilityFree samples →Study guide →14%
Optimize generative AI systems and model performanceFree samples →Study guide →14%

Frequently asked questions

How many questions are on the Machine Learning Operations Engineer Associate (AI-300) exam?

The Machine Learning Operations Engineer Associate (AI-300) exam has 50 questions and lasts 120 minutes. You need 70% to pass.

What score do you need to pass Machine Learning Operations Engineer Associate (AI-300)?

The passing score for Machine Learning Operations Engineer Associate (AI-300) is 70%. DataCertPrep's timed mock exams use the same pass mark, length, and timing as the real Microsoft exam.

How hard is the Machine Learning Operations Engineer Associate (AI-300) exam?

Machine Learning Operations Engineer Associate (AI-300) is a scenario-based Microsoft exam — it tests applied judgment, not memorization. Most candidates who consistently score above the 70% pass mark on realistic mock exams pass the real exam. DataCertPrep's readiness score is weighted by the official domain weights so you know when you're ready.

What is the best way to prepare for Machine Learning Operations Engineer Associate (AI-300)?

Work through the domain study guides, drill scenario-based practice questions until your weak domains catch up, use spaced-repetition flashcards for facts and limits, then confirm with a full-length timed mock exam. DataCertPrep includes all four for Machine Learning Operations Engineer Associate (AI-300), verified against the official Microsoft exam guide on 2026-08-25.