Exam Dp 500 Designing And Implementing Enterprise Scale

Summary

Exam DP-500: Designing and Implementing Enterprise-Scale Analytics
Solutions Using Microsoft Azure and Microsoft Power BI
Study Guide
Exam DP-500: Designing and
Implementing Enterprise-Scale
Analytics Solutions Using Microsoft
Azure and Microsoft Power BI
Quick navigation
Purpose of this document
Certification
Certification renewal
About the exam
Passing score
What to expect on the exam
Prepare to take the exam
Request accommodations
Objective domain: skills the exam measures
Skills measured
Functional groups
Corresponding learning paths and modules
Additional study resources
1
Exam DP-500: Designing and Implementing Enterprise-Scale Analytics
Solutions Using Microsoft Azure and Microsoft Power BI
Purpose of this document
This study guide should help you understand what to expect on Exam DP-500: Designing and
Implementing Enterprise-Scale Analytics Solutions Using Microsoft Azure and Microsoft Power BI, and
includes a summary of the topics the exam might cover and links to additional resources. The
information and materials in this document should help you focus your studies as you prepare for the
exam

Certification
Certification renewal
Once you earn your certification, don’t let it expire. When you have an active certification that’s expiring
within six months, you should renew it—at no cost—by passing a renewal assessment on Microsoft
Learn. Remember to renew your certification annually, if you want to retain it

To identify which certifications are available for you to renew, visit your Certifications in your Microsoft
Learn profile:
• Ensure your certification profile is connected to your Microsoft Learn profile

• Expect an email that directs you to the applicable assessment that you must pass on Microsoft
Learn. You’ll receive this email as soon as you have a certification that you’re eligible to renew

• When you pass an online assessment, your certification will extend by one year from the current
expiration date

• To help prepare for the assessment, explore the collection of free modules on the certification
renewal page

About the exam
Exam DP-500: Designing and Implementing Enterprise-Scale Analytics Solutions Using Microsoft Azure
and Microsoft Power BI is required to earn the Microsoft Azure Enterprise Data Analyst Associate
certification

This exam measures your ability to accomplish the following technical tasks: implement and manage a
data analytics environment; query and transform data; implement and manage data models; and
explore and visualize data

As an exam candidate, you should have advanced Power BI skills, including managing data repositories
and data processing in the cloud and on-premises, along with using Power Query and Data Analysis
Expressions (DAX). You should also be proficient in consuming data from Azure Synapse Analytics and
should have experience querying relational databases, analyzing data by using Transact-SQL (T-SQL),
and visualizing data

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Exam DP-500: Designing and Implementing Enterprise-Scale Analytics
Solutions Using Microsoft Azure and Microsoft Power BI
Passing score
A passing score is 700. Learn more about exam scoring and score reports

What to expect on the exam
Are you new to Microsoft certification exams? You can explore the exam environment by visiting our
exam sandbox. We created the sandbox so you have an opportunity to experience an exam before you
take it. In the sandbox, you can interact with different question types, such as build list, case studies, and
others that you might encounter in the user interface when you take an exam. Additionally, it includes
the introductory screens, instructions, and help topics related to the different types of questions that
your exam might include. It also includes the non-disclosure agreement that you must accept before
you can launch the exam

Prepare to take the exam
There are several points to consider, or pursue, as you prepare for an exam. The following sections
detail those points

Request accommodations
We’re committed to ensuring all learners are set up for success. If you use assistive devices, require
extra time, or need modification to any part of the exam experience, you can request an
accommodation. We encourage you to learn more about available accommodations and how to obtain
them by visiting this page

Objective domain: skills the exam measures
The English language version of this exam was released on June 29, 2022

Some exams are localized into other languages, and those are updated approximately eight weeks after
the English version is updated. Other available languages are listed in the Schedule Exam section of the
Exam Details webpage. If the exam isn’t available in your preferred language, you can request an
additional 30 minutes to complete the exam

Note
The bullets that appear below each of the skills measured are intended to illustrate how we are
assessing that skill. Related topics may be covered in the exam

Note
Most questions cover features that are general availability (GA). The exam may contain questions on
Preview features if those features are commonly used

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Exam DP-500: Designing and Implementing Enterprise-Scale Analytics
Solutions Using Microsoft Azure and Microsoft Power BI
Skills measured
• Implement and manage a data analytics environment (25–30%)
• Query and transform data (20–25%)
• Implement and manage data models (25–30%)
• Explore and visualize data (20–25%)
Functional groups
Implement and manage a data analytics environment (25–30%)
Govern and administer a data analytics environment
• Manage Power BI assets by using Azure Purview
• Identify data sources in Azure by using Azure Purview
• Recommend settings in the Power BI admin portal
• Recommend a monitoring and auditing solution for a data analytics environment, including
Power BI REST API and PowerShell cmdlets
Integrate an analytics platform into an existing IT infrastructure
• Identify requirements for a solution, including features, performance, and licensing strategy
• Configure and manage Power BI capacity
• Recommend and configure an on-premises gateway in Power BI
• Recommend and configure a Power BI tenant or workspace to integrate with Azure Data Lake
Storage Gen2
• Integrate an existing Power BI workspace into Azure Synapse Analytics
Manage the analytics development lifecycle
• Commit code and artifacts to a source control repository in Azure Synapse Analytics
• Recommend a deployment strategy for Power BI assets
• Recommend a source control strategy for Power BI assets
• Implement and manage deployment pipelines in Power BI
• Perform impact analysis of downstream dependencies from dataflows and datasets
• Recommend automation solutions for the analytics development lifecycle, including Power BI
REST API and PowerShell cmdlets
• Deploy and manage datasets by using the XMLA endpoint
• Create reusable assets, including Power BI templates, Power BI data source (.pbids) files, and
shared datasets
4
Exam DP-500: Designing and Implementing Enterprise-Scale Analytics
Solutions Using Microsoft Azure and Microsoft Power BI
Query and transform data (20–25%)
Query data by using Azure Synapse Analytics
• Identify an appropriate Azure Synapse pool when analyzing data
• Recommend appropriate file types for querying serverless SQL pools
• Query relational data sources in dedicated or serverless SQL pools, including querying
partitioned data sources
• Use a machine learning PREDICT function in a query
Ingest and transform data by using Power BI
• Identify data loading performance bottlenecks in Power Query or data sources
• Implement performance improvements in Power Query and data sources
• Create and manage scalable Power BI dataflows
• Identify and manage privacy settings on data sources
• Create queries, functions, and parameters by using the Power Query Advanced Editor
• Query advanced data sources, including JSON, Parquet, APIs, and Azure Machine Learning
models
Implement and manage data models (25–30%)
Design and build tabular models
• Choose when to use DirectQuery for Power BI datasets
• Choose when to use external tools, including DAX Studio and Tabular Editor 2
• Create calculation groups
• Write calculations that use DAX variables and functions, for example handling blanks or errors,
creating virtual relationships, and working with iterators
• Design and build a large format dataset
• Design and build composite models, including aggregations
• Design and implement enterprise-scale row-level security and object-level security
Optimize enterprise-scale data models
• Identify and implement performance improvements in queries and report visuals
• Troubleshoot DAX performance by using DAX Studio
• Optimize a data model by using Tabular Editor 2
• Analyze data model efficiency by using VertiPaq Analyzer
• Implement incremental refresh
• Optimize a data model by using denormalization
Explore and visualize data (20–25%)
Explore data by using Azure Synapse Analytics
• Explore data by using native visuals in Spark notebooks
5
Exam DP-500: Designing and Implementing Enterprise-Scale Analytics
Solutions Using Microsoft Azure and Microsoft Power BI
• Explore and visualize data by using the Azure Synapse SQL results pane
Visualize data by using Power BI
• Create and import a custom report theme
• Create R or Python visuals in Power BI
• Connect to and query datasets by using the XMLA endpoint
• Design and configure Power BI reports for accessibility
• Enable personalized visuals in a report
• Configure automatic page refresh
• Create and distribute paginated reports in Power BI Report Builder
Corresponding learning paths and
modules
The design of learning paths and modules should teach you how to perform a role and will help you
study for the applicable exam. However, learning paths aren’t always in the same order as an exam’s
“skills measured” list. Therefore, we’ve created a convenient table that links the skills measured to
specific paths and modules

Exam skills measured Links to learning paths
Implement and manage a Introduction to data analytics on Azure
data analytics • Explore Azure data services for modern analytics
environment (25–30%) • Understand concepts of data analytics
• Explore data analytics at scale
Implement and manage an analytics environment
Manage the analytics development lifecycle
• 1-Design a Power BI application lifecycle management strategy
• 2-Create and manage Power BI assets
Query and transform Model, query, and explore data in Azure Synapse
data (20–25%) Optimize enterprise-scale tabular models
• 1-Optimize refresh performance using Synapse and Power BI
• 2-Optimize query performance using Synapse and Power BI
• 3-Improve performance with hybrid tables
• 4-Improve query performance with dual storage mode
• 5-Improve query performance using aggregations
• 6-Use tools to optimize Power BI performance
6
Exam DP-500: Designing and Implementing Enterprise-Scale Analytics
Solutions Using Microsoft Azure and Microsoft Power BI
Exam skills measured Links to learning paths
Implement and manage Prepare data for tabular models in Power BI
data models (25–30%) • 1-Choose a Power BI model framework
• 2-Understand scalability in Power BI
• 3-Create and manage scalable Power BI dataflows
Explore and visualize Implement advanced data visualization techniques by using Power BI
data (20–25%) • 1-Understand advanced data visualization concepts
• 2-Monitor data in real-time with Power BI
Additional study resources
We offer several resources to help you prepare for the exam and stay current and engaged with the
Microsoft Azure community. These resources range from formal training to blogs and even interviews
with Microsoft team members

Study resource link Resource description
Course DP-500T00: Designing and Take an instructor-led course that covers methods and
Implementing Enterprise-Scale practices for performing advanced data analytics at scale. You
Analytics Solutions Using will build on existing analytics experience and will learn to
Microsoft Azure and Microsoft implement and manage a data analytics environment, query
Power BI and transform data, implement and manage data models,
and explore and visualize data. In this course, you will use
Microsoft Purview, Azure Synapse Analytics, and Power BI to
build analytics solutions

Azure documentation Stay informed on the latest products, tools, and features, and
get information on pricing, partners, support, solutions, and
more

Azure Community Support Ask questions, get answers, and connect with Microsoft
engineers and Azure community experts

Microsoft Learn Community Blog Get the latest information about certification tests and exam
study groups

Data Exposed Data Exposed is a show that is all about data; relational and
non-relational, on-premises and in the cloud, big and small

Get the inside scoop and join us as we demonstrate features,
7
Exam DP-500: Designing and Implementing Enterprise-Scale Analytics
Solutions Using Microsoft Azure and Microsoft Power BI
Study resource link Resource description
discuss the latest news, and share our love for data
technology including SQL Server, Azure SQL Database,
Cosmos DB, open-source databases, Azure Arc Data Services,
Azure Data Factory, Azure Synapse and more!
8

• Create R or Python visuals in Power BI • Connect to and query datasets by using the XMLA endpoint • Design and configure Power BI reports for accessibility • Enable personalized visuals in a report • Configure automatic page refresh • Create and distribute paginated reports in Power BI Report Builder Corresponding learning paths and

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Frequently Asked Questions

What is the dp 500 exam?

Jun 29 2022 08:45 AM We’re happy to announce that Exam DP-500: Designing and Implementing Enterprise-Scale Analytics Solutions Using Microsoft Azure a... is now live and out of beta. A passing score on this exam is the only requirement to earn the new Microsoft Certified: Azure Enterprise Data Analyst Associate certification.

How to prepare for microsoft azure enterprise data analyst associate dp 500?

You can prepare DP-500 practice questions in PDF format at any time and from any place with smartphones, laptops, or tablets. Preparation evaluation is very helpful to remove mistakes and successfully prepare for the Microsoft Azure Enterprise Data Analyst Associate DP-500 exam.

How do i get a discount for exam dp 500 beta?

The first 300 people who take Exam DP-500 (beta) on or before May 17, 2022, can get 80 percent off market price. To receive the discount, when you register for the exam and are prompted for payment, use code DP500CARLSBAD. This is not a private access code.