AI-200 Event Driven Integration Practice Question
You are integrating an Azure Event Hubs namespace with Azure Machine Learning for real-time model training. You need to archive raw telemetry data into Azure Data Lake Storage Gen2 in Apache Parquet format without writing custom code. Which feature should you enable?
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
✓
Event Hubs Capture
Event Hubs Capture automatically packages streaming data into Avro or Parquet files and stores them directly in Azure Blob Storage or Azure Data Lake Storage Gen2.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Event Grid system topic with a Storage Blob export endpoint
Why it's wrong here
Event Grid is designed for discrete event notification, not high-throughput raw telemetry stream archiving.
- ✗
Azure Stream Analytics job with a Blob output sink
Why it's wrong here
Stream Analytics requires infrastructure management and query writing; Event Hubs Capture is a native, code-free service feature.
- ✗
Service Bus Geo-Disaster Recovery replication
Why it's wrong here
Geo-DR is for metadata and message replication during outages, not data lake archiving.
- ✓
Event Hubs Capture
Why this is correct
Capture allows seamless, continuous batching of streaming data to storage in configurable time and size intervals.
Quick reference
Azure Blob Storage Tier Comparison
| Tier | Storage Cost | Retrieval Cost | Latency | Use Case |
|---|---|---|---|---|
| Hot | Highest | Lowest | Immediate | Active data, frequent reads |
| Cool | Lower | Higher | Immediate | Data accessed < once / month |
| Cold | Lower still | Higher | Immediate | Data accessed < once / quarter |
| Archive | Lowest | Highest + rehydration delay | Hours | Long-term compliance retention |
About these practice questions
This AI-200 question is part of Courseiva's 503-question bank — original exam-style content with full explanations and wrong-answer analysis, never real exam questions or exam dumps. Learn why practice questions differ from exam dumps →
JA
Written and reviewed by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
Last reviewed August 2026 · checked against the official Microsoft exam blueprint
This AI-200 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-200 exam.