AI-300 ML Model Lifecycle And Operations Practice Question
Which Azure Machine Learning resource provides a pre-configured environment for development?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Compute Instance.
A 'Compute Instance' is a managed, cloud-based development environment that comes pre-installed with the Azure ML SDK, Jupyter, and other tools.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Inference Cluster.
Why it's wrong here
Used for deploying models.
- ✓
Compute Instance.
Why this is correct
Designed for developer workstation experience.
- ✗
Compute Cluster.
Why it's wrong here
Clusters are for training, not interactive development.
- ✗
Managed Endpoint.
Why it's wrong here
Used for serving models.
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Senior Network & Security Engineer · founder of Courseiva
Last reviewed August 2026 · checked against the official Microsoft exam blueprint
This AI-300 practice question is part of Courseiva's free Microsoft certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AI-300 exam.