Microsoft

Operationalizing ML and Generative AI Solutions

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

Verified against the official Microsoft exam guide — July 6, 2026

AI-300

Exam code

50

Questions

100 min

Duration

70%

Pass mark

Exam domains

Design and implement an MLOps infrastructureFree samples →Study guide →18%
Implement ML model lifecycle and operationsFree samples →Study guide →27%
Design and implement a GenAIOps infrastructureFree samples →Study guide →22%
Implement GenAI quality assurance and observabilityFree samples →Study guide →13%
Optimize GenAI systems and model performanceFree samples →Study guide →20%

Frequently asked questions

How many questions are on the Operationalizing ML and Generative AI Solutions (AI-300) exam?

The Operationalizing ML and Generative AI Solutions (AI-300) exam has 50 questions and lasts 100 minutes. You need 70% to pass.

What score do you need to pass Operationalizing ML and Generative AI Solutions (AI-300)?

The passing score for Operationalizing ML and Generative AI Solutions (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 Operationalizing ML and Generative AI Solutions (AI-300) exam?

Operationalizing ML and Generative AI Solutions (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 Operationalizing ML and Generative AI Solutions (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 Operationalizing ML and Generative AI Solutions (AI-300), verified against the official Microsoft exam guide on 2026-07-06.