Azure AI-300 FAQ for exam format, topics, prep strategy, practice, and common candidate traps.
Start with MLOps infrastructure because it frames the rest of the exam. Then move through the study plan and use the cheat sheet to convert missed questions into decision rules.
The highest-risk trap is: Confusing DevOps with MLOps. The better move is: Add data, model, experiment, and drift controls to normal CI/CD thinking.
Use practice questions after a focused read, not before any context. For every miss, write the tested lane, the constraint, the correct rule, and why each distractor failed.
Use the official vendor source for live details such as exam name, status, beta or retirement notes, price, duration, delivery method, languages, and domain weights.