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Pass your Microsoft data exam.

Short study cards for every exam objective and original practice questions, with every answer backed by Microsoft Learn.

Exams
9
Objectives
530
Questions
1343

Exams

Choose your certification

The current Microsoft data exams. Not sure where to begin? DP-900 is the entry point and has no prerequisites.

DP-900 · Official fundamentals

Azure Data Fundamentals

Core data concepts and the Azure services that store, process and analyze data.

30 objectives · 192 questions
PL-300 · Official associate

Power BI Data Analyst

Prepare, model, visualize and secure data with Power BI, Power Query and DAX.

78 objectives · 402 questions
DP-700 · Official In preparation

Fabric Data Engineer

Ingest, transform, secure and monitor data in Microsoft Fabric with SQL, PySpark and KQL.

54 objectives · outline available

DP-600 · Official associate

Fabric Analytics Engineer

Prepare data and build enterprise semantic models in Microsoft Fabric with SQL, KQL and DAX.

41 objectives · 217 questions
DP-750 · Official associate

Azure Databricks Data Engineer

Build, govern and run data pipelines in Azure Databricks with Unity Catalog, SQL and Python.

77 objectives · 385 questions
DP-800 · Official In preparation

SQL AI Developer

Design SQL databases and add vector search, embeddings and RAG with T-SQL.

73 objectives · outline available

DP-300 · Official In preparation

Azure Database Administrator

Deploy, secure, tune and protect Azure SQL and SQL Server databases.

94 objectives · outline available

AI-200 · Official associate

Azure AI Cloud Developer

Build the back end of AI solutions on Azure with containers, vector data, messaging and serverless functions.

27 objectives · 147 questions
DP-420 · Official In preparation

Building AI Applications with Azure Cosmos DB

Build production Azure Cosmos DB applications, AI retrieval, RAG, agent memory and operational analytics.

56 objectives · outline available

How it works

Five ways to study, one question bank

01

Guide

A route through every topic, start to finish. What you miss comes back later.

02

Feed

A mixed stream from official courses, community studies and specials, shaped by what you open and answer.

03

Cards

One short card per exam objective: what it is, when to choose it, and the mistake the exam counts on.

04

Practice

Practice by topic with instant feedback and a Microsoft Learn source behind every answer.

05

Simulate

A timed exam in the official proportions, with flags, review and a score per domain.

Read how the site works

Quality

A practice question is only useful if it is right

Exam dumps are against the rules of the exam and often wrong. This site takes the slow road instead.

How questions are made
Original questions
Written for this site. Nothing is copied from real exams, practice assessments or dump sites.
Every answer has a source
Each question links to the Microsoft Learn page that proves the answer, so you can check it yourself.
Checked blind
A second reader answers every question without the key. Where the two disagree, the question is fixed or dropped.
Follows the official outline
Questions map to the skills Microsoft lists, and each exam page shows which version of the outline it covers.

Retired exams

Still seeing these in job ads or old study plans? Microsoft no longer offers them. Each page says what replaced it.