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Nikola Ilic

Creating a Power BI report may look like an easy task, but there is a huge difference between the Power BI report that just works and the Power BI report that works efficiently!

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Creating a Power BI report may look like an easy task, but there is a huge difference between the Power BI report that just works and the Power BI report that works efficiently!

Congratulations! You've built your beautiful Power BI report and your charts look terrific, but your data refresh takes forever or, your report renders slow when interacting with visuals.

In this course, Optimize Model Performance with Power BI, you’ll gain the ability to improve the efficiency of your Power BI reporting solution. First, you’ll explore how to reduce the data model size by removing unnecessary columns and rows. Next, you’ll discover the importance of the column cardinality and how it can affect data model performance. Then, you’ll also understand the benefits of using aggregations feature to make things running faster. Finally, you’ll learn how to identify and resolve poorly performing report elements, such as measures and visuals. When you’re finished with this course, you’ll have the foundational understanding of data model optimization techniques that will enable you to build more efficient Power BI solutions and get you ready for the PL-300 exam.

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What's inside

Syllabus

Course Overview
Understanding Core Concepts of Performance Optimization
Optimizing Data Model Performance by Improving Cardinality Levels
Optimizing Data Model Performance with Aggregations
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Identifying Poorly Performing Report Elements

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Builds on core concepts of data model optimization, improving efficiency in Power BI reporting solutions
Develops competency in reducing data model size and optimizing cardinality levels for improved performance
Emphasizes the benefits of using aggregations to enhance report execution speed
Provides techniques for identifying and resolving poorly performing report elements, such as measures and visuals
Positions learners for success in the PL-300 exam

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Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Optimize Model Performance with Power BI with these activities:
Participate in a peer study group
Engage with other students to discuss course concepts and work on exercises together.
Browse courses on Power BI
Show steps
  • Join or create a peer study group
  • Establish regular meeting times
  • Review course materials and work on assignments together
Start a project to track the performance of a Power BI report or dashboard
Gain practical experience in monitoring and improving the performance of a real-world BI solution.
Browse courses on Performance Monitoring
Show steps
  • Choose a Power BI report or dashboard that you want to track
  • Establish metrics to measure the performance of the report or dashboard
  • Monitor the performance of the report or dashboard over time
  • Identify any performance issues and implement solutions to resolve them
Create a sample Power BI model and improve its performance
Apply the techniques learned in the course to improve the performance of a real-world Power BI model.
Show steps
  • Create a sample Power BI model with a large dataset
  • Analyze the performance of the model using Performance Analyzer
  • Implement optimization techniques to improve the model's performance
  • Test the performance of the optimized model
One other activity
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Show all four activities
Create a Power BI report or dashboard that demonstrates optimal performance
Apply the skills and techniques learned in the course to create a high-quality, performant BI solution.
Browse courses on Data Visualization
Show steps
  • Gather and prepare the data for the report or dashboard
  • Design and create the report or dashboard, using best practices for performance optimization
  • Test the performance of the report or dashboard and make necessary improvements
  • Deploy the report or dashboard and monitor its performance

Career center

Learners who complete Optimize Model Performance with Power BI will develop knowledge and skills that may be useful to these careers:
Data Analyst
Data Analysts are responsible for collecting, cleaning, and analyzing data to help businesses make informed decisions. This course can help you develop the skills you need to succeed in this role, such as how to optimize data models for performance and identify poorly performing report elements.
Business Analyst
Business Analysts work with businesses to identify and solve problems using data analysis. This course can help you develop the skills you need to succeed in this role, such as how to optimize data models for performance and identify poorly performing report elements.
Data Engineer
Data Engineers are responsible for designing and building the infrastructure that stores and processes data. This course can help you develop the skills you need to succeed in this role, such as how to optimize data models for performance and identify poorly performing report elements.
Database Administrator
Database Administrators are responsible for managing and maintaining databases. This course can help you develop the skills you need to succeed in this role, such as how to optimize data models for performance and identify poorly performing report elements.
Data Scientist
Data Scientists use data to build models that can predict future outcomes. This course can help you develop the skills you need to succeed in this role, such as how to optimize data models for performance and identify poorly performing report elements.
Product Manager
Product Managers are responsible for managing the development and launch of new products. This course can help you develop the skills you need to succeed in this role, such as how to optimize data models for performance and identify poorly performing report elements.
Data Visualization Specialist
Data Visualization Specialists use data to create visual representations of data. This course can help you develop the skills you need to succeed in this role, such as how to optimize data models for performance and identify poorly performing report elements.
Actuary
Actuaries use data to assess risk and uncertainty. This course can help you develop the skills you need to succeed in this role, such as how to optimize data models for performance and identify poorly performing report elements.
Market Researcher
Market Researchers use data to understand consumer behavior. This course can help you develop the skills you need to succeed in this role, such as how to optimize data models for performance and identify poorly performing report elements.
Project Manager
Project Managers are responsible for planning and executing projects. This course can help you develop the skills you need to succeed in this role, such as how to optimize data models for performance and identify poorly performing report elements.
User Experience Designer
User Experience Designers use data to design and evaluate user interfaces. This course can help you develop the skills you need to succeed in this role, such as how to optimize data models for performance and identify poorly performing report elements.
Operations Research Analyst
Operations Research Analysts use data to improve the efficiency of operations. This course can help you develop the skills you need to succeed in this role, such as how to optimize data models for performance and identify poorly performing report elements.
Statistician
Statisticians use data to make inferences about populations. This course can help you develop the skills you need to succeed in this role, such as how to optimize data models for performance and identify poorly performing report elements.
Software Engineer
Software Engineers design and develop software applications. This course can help you develop the skills you need to succeed in this role, such as how to optimize data models for performance and identify poorly performing report elements.
Financial Analyst
Financial Analysts use data to make investment recommendations. This course can help you develop the skills you need to succeed in this role, such as how to optimize data models for performance and identify poorly performing report elements.

Reading list

We've selected seven books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Optimize Model Performance with Power BI.
Comprehensive guide to DAX, the data modeling language used in Power BI. It covers all aspects of DAX, from basic concepts to advanced techniques. This book provides background and prerequisite knowledge.
Delves into the technical aspects of Power BI performance optimization, offering practical guidance on identifying and resolving performance issues. It provides detailed explanations and examples, making it a useful resource for those seeking to improve the efficiency of their Power BI solutions.
Comprehensive guide to data modeling and analysis in Power BI. It covers all aspects of data modeling, from data sources to data transformations.
Collection of recipes for solving common problems in Power BI. It covers a wide range of topics, from data modeling to visualization.
This official guide from Microsoft provides detailed information and best practices for optimizing Power BI performance. It covers data modeling, query optimization, and visualization techniques, making it a valuable resource for those seeking to build efficient Power BI solutions.
Provides a comprehensive overview of data warehouse design principles, which are essential for optimizing Power BI performance. It covers data modeling, data integration, and performance tuning techniques, making it a valuable resource for those seeking to build efficient Power BI solutions.

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