Data Management Services And Vector Search →easyMultiple ChoiceObjective-mapped

AI-200 Data Management Services And Vector Search Practice Question

You are designing an application that stores vector embeddings in Azure SQL Database. Which data type should you use to store vector data natively in modern Azure SQL?

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

✓

VECTOR native data type

Azure SQL Database supports the vector data type (along with native vector functions like vector_distance) to store and query high-dimensional embeddings efficiently.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

✗
VARCHAR(MAX) JSON string
Why it's wrong here
Storing vectors as serialized JSON strings prevents efficient distance calculations in the database engine.
✓
VECTOR native data type
Why this is correct
The VECTOR data type is the native storage format in Azure SQL Database for vector embeddings.
✗
FLOAT array collection
Why it's wrong here
FLOAT arrays are not a native column type in Azure SQL Database.
✗
VARBINARY(MAX) blob
Why it's wrong here
While binary blobs can store raw bytes, Azure SQL provides a dedicated native vector data type for optimal performance.

About these practice questions

Courseiva writes every AI-200 question from scratch — 503 in total, each with an explanation and a wrong-answer breakdown. None are copied from real exams or dumps. Learn why practice questions differ from exam dumps →

How Courseiva writes practice questions · Editorial policy

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

Ready to practise?

Put this into practice with a full scored session.

Start practice session

Timed practice sets

Quick scored rounds with instant marking and a written explanation per question.

AI-200 Practice Test 2 — 25 Questions→AI-200 Practice Questions 2 — 50 Questions→

Study by exam domain

Each domain maps to a weighted exam section. Focus on the domain where you are weakest.

Data Management Services And Vector Search Security And Observability Event Driven Integration

Practice by scenario

Practise one question format at a time: exhibits, multi-select, drag-and-drop, troubleshooting.

Browse scenarios

Topic-level practice

Each topic page collects the questions that test one concept, plus the theory behind it.

Data Management Services And Vector Search practice questions Containerized AI Workloads practice questions Event Driven Integration practice questions

Where to go next

AI-200 practice test All AI-200 questions Exam domains

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.