Power BI Fundamentals and Data Modeling
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Power BI Fundamentals and Data Modeling
This course is part of Microsoft Power BI Developer and Architect Professional Certificate
Instructor: Microsoft
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What you'll learn
Define the core components and architecture of the Power BI ecosystem.
Explain the complete development lifecycle of Power BI solutions.
Design efficient data models using dimensional modeling techniques.
Build and support Power BI workspaces and datasets.
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January 2026
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There are 5 modules in this course
This course introduces learners to Power BI's architecture, components, and development lifecycle while building foundational skills in data modeling and transformation. Participants will learn to create well-structured data models, establish relationships between tables, and optimize models for performance and scalability. By the end of the course, learners will be able to design effective data models that serve as the foundation for powerful visualizations and insights.
In a world increasingly driven by data, organizations need powerful tools to transform information into actionable insights. Through this foundational module, you'll embark on your Power BI journey by exploring the complete ecosystem and understanding how each component works together to create compelling business intelligence solutions. This module provides an introduction to the Power BI platform and its components, laying the foundation for your learning journey. You'll discover how Power BI Desktop, Service, and Mobile create a unified analytics experience, while gaining insights into the complete development lifecycle that will guide your future projects. The hands-on exploration offers practical experience with the tools and interfaces you'll use throughout your Power BI career.
What's included
8 videos7 readings10 assignments
8 videosβ’Total 34 minutes
- Why Power BI Mattersβ’3 minutes
- Getting Started with Power BI Desktopβ’7 minutes
- Desktop - The Power BI Developer's Canvasβ’3 minutes
- Exploring the Power BI Product Suiteβ’6 minutes
- Leveraging Cloud Capabilities with Power BI Serviceβ’3 minutes
- Publishing to and Navigating Power BI Serviceβ’4 minutes
- The Value of a Structured Development Processβ’3 minutes
- Implementing the Complete Development Workflowβ’5 minutes
7 readingsβ’Total 105 minutes
- The Power BI Ecosystemβ’15 minutes
- Hands-on β Power BI REST API Basicsβ’15 minutes
- Understanding Power BI Desktopβ’15 minutes
- Hands-on β M Query Basicsβ’15 minutes
- Power BI Service Features and Mobile Experienceβ’15 minutes
- Hands-on β Simple Report Embedding Codeβ’15 minutes
- End-to-End Power BI Development Processβ’15 minutes
10 assignmentsβ’Total 205 minutes
- Power BI Ecosystem and Development Fundamentalsβ’25 minutes
- Power BI Components Explorationβ’30 minutes
- Power BI Platform Component Identificationβ’15 minutes
- Building Your First Power BI Desktop Report β’20 minutes
- Desktop Interface Navigation Challengeβ’15 minutes
- Service Feature Implementationβ’15 minutes
- Publishing and Sharing Reports in the Serviceβ’20 minutes
- Version Control Script for Power BI Filesβ’30 minutes
- Development Process Application β’15 minutes
- Building a Solution Following the Development Lifecycleβ’20 minutes
In today's collaborative business environment, the power of analytics is amplified when teams can work together seamlessly with data. This module will guide you through mastering the collaborative capabilities of Power BI, transforming you from an individual report creator into a collaborative analytics leader. You'll learn to set up and manage workspaces that serve as the foundation for team productivity, implementing security practices that balance accessibility with data protection. The hands-on experience with Microsoft 365 integration will show you how to embed analytics naturally into your organization's existing workflow, while the governance techniques ensure your content remains organized and discoverable as your analytics program scales.
What's included
8 videos8 readings5 assignments4 ungraded labs
8 videosβ’Total 32 minutes
- Workspaces as Organizational Foundationsβ’3 minutes
- Creating and Configuring Workspace Settingsβ’4 minutes
- Balancing Security and Accessibilityβ’3 minutes
- Implementing Role-Based Securityβ’6 minutes
- Content Organization for Maximum Impactβ’3 minutes
- Implementing Effective Content Organizationβ’6 minutes
- The Connected Analytics Experienceβ’3 minutes
- Embedding Reports in Teams and SharePointβ’6 minutes
8 readingsβ’Total 105 minutes
- Power BI Workspace Types and Managementβ’15 minutes
- Hands-on β Workspace Inventory PowerShell Scriptβ’15 minutes
- Power BI Security Model and Access Controlβ’15 minutes
- Hands-on β Permission Verification Scriptβ’10 minutes
- Best Practices for Content Managementβ’15 minutes
- Hands-on β Content Inventory and Analysis Scriptβ’10 minutes
- Power BI Integration with Microsoft 365 Servicesβ’15 minutes
- Hands-on β Microsoft 365 Integration Status Scriptβ’10 minutes
5 assignmentsβ’Total 115 minutes
- Workspace Management and Collaboration Techniquesβ’30 minutes
- Workspace Organizationβ’25 minutes
- Access Control Scenarioβ’20 minutes
- Reorganization for Messy Contentβ’20 minutes
- Teams and SharePoint Integrationβ’20 minutes
4 ungraded labsβ’Total 210 minutes
- Workspace Setup and Configurationβ’60 minutes
- Security Model Implementationβ’60 minutes
- Content Organization Implementationβ’60 minutes
- Microsoft 365 Integration Implementationβ’30 minutes
Behind every compelling Power BI report lies a well-designed data model that makes complex analysis feel effortless. Through this comprehensive module, you'll master the art and science of data modeling, learning to transform disconnected data sources into cohesive analytical frameworks that unlock powerful insights. This module takes you deep into dimensional modeling principles, where you'll discover how star and snowflake schemas create the foundation for intuitive analysis. You'll gain practical experience with different connection methods, understanding when to use Import mode for speed versus DirectQuery for real-time freshness. The exploration of advanced scenarios, including semantic models and Direct Lake mode in Microsoft Fabric, will prepare you for enterprise-scale analytics challenges.
What's included
8 videos13 readings5 assignments
8 videosβ’Total 39 minutes
- Data Models as the Foundation of Analysisβ’3 minutes
- Evaluating and Planning Data Structuresβ’5 minutes
- Why Dimensional Modeling Mattersβ’3 minutes
- Implementing Star and Snowflake Schemasβ’7 minutes
- Balancing Performance and Freshnessβ’3 minutes
- Implementing and Configuring Connection Typesβ’8 minutes
- Tackling Complex Data Relationshipsβ’3 minutes
- Implementing Complex Modeling Patternsβ’8 minutes
13 readingsβ’Total 260 minutes
- Core Data Modeling Principles for Analyticsβ’15 minutes
- Measures vs Calculated Columns vs Calculated Tablesβ’5 minutes
- Hands-on β Model Documentation Scriptβ’15 minutes
- Hands-on β Data Model Analysis and Documentationβ’25 minutes
- Dimensional Modeling Techniques for Analyticsβ’30 minutes
- Hands-on β Schema Analysis and Classification Scriptβ’25 minutes
- Hands-on β Dimensional Model Implementationβ’25 minutes
- Connection Methods and Their Trade-offsβ’15 minutes
- Hands-on β Connection Mode Analysis Scriptβ’20 minutes
- Hands-on β Connection Method Implementation and Testingβ’25 minutes
- Advanced Modeling Techniques and Semantic Modelsβ’15 minutes
- Hands-on β Model Complexity Analysis Scriptβ’20 minutes
- Hands-on β Complex Model Implementationβ’25 minutes
5 assignmentsβ’Total 120 minutes
- Data Modeling Principles and Implementationβ’30 minutes
- Evaluating a Data Model β’20 minutes
- Schema Transformation β’20 minutes
- Selecting Connection Types β’25 minutes
- Advanced Modeling β’25 minutes
Real-world data rarely arrives in perfect condition, ready for analysis. In this hands-on module, you'll become proficient with Power Query, Power BI's powerful data preparation engine that transforms messy, fragmented data into clean, analysis-ready datasets that drive accurate insights. You'll develop expertise in data cleansing techniques that address the most common data quality challenges, from inconsistent formatting to missing values and duplicates. The advanced transformation capabilities you'll masterβincluding pivoting, conditional logic, and custom functionsβwill enable you to reshape data from any source format into structures optimized for analytical success. Through performance optimization techniques, you'll ensure your transformations scale efficiently as your data grows.
What's included
8 videos12 readings5 assignments
8 videosβ’Total 38 minutes
- The ETL Foundation of Power BIβ’3 minutes
- Getting Started with Power Query Editorβ’6 minutes
- Clean Data as the Foundation of Accurate Analysisβ’3 minutes
- Implementing Data Cleansing Methodsβ’7 minutes
- Reshaping Data for Analytical Insightsβ’3 minutes
- Implementing Pivoting and Complex Transformationsβ’7 minutes
- Performance as a Foundation of User Experienceβ’3 minutes
- Implementing Query Folding and Optimizationβ’7 minutes
12 readingsβ’Total 220 minutes
- Power Query and M Languageβ’15 minutes
- Hands-on β Basic M Query Transformationβ’15 minutes
- Hands-on β Basic Power Query Operationsβ’25 minutes
- Data Quality Issues and Resolution Techniquesβ’15 minutes
- Hands-on β Data Quality Assessment Scriptβ’15 minutes
- Hands-on β Data Cleaning Implementationβ’25 minutes
- Advanced Transformation Techniques in Power Queryβ’15 minutes
- Hands-on β Custom Transformation Functionβ’25 minutes
- Hands-on β Advanced Data Reshapingβ’25 minutes
- Query Optimization and Performance Techniquesβ’15 minutes
- Hands-on β Query Performance Analysis Scriptβ’15 minutes
- Hands-on β Query Performance Optimizationβ’15 minutes
5 assignmentsβ’Total 145 minutes
- Power Query Transformation and Optimizationβ’45 minutes
- Transformation Fundamentalsβ’25 minutes
- Messy Data Cleanup β’25 minutes
- Data Restructuring β’25 minutes
- Query Optimization β’25 minutes
The true power of Power BI emerges when data from different sources connects seamlessly to tell a complete story. This culminating module will elevate your modeling skills to professional standards, teaching you to create robust relationships, intuitive hierarchies, and high-performance models that scale with your organization's growing analytical needs. You'll master the art of relationship design, learning to configure table connections that enable sophisticated cross-filtering and aggregations while maintaining data integrity. The hierarchy design techniques will empower you to create intuitive drill-down experiences that make complex data exploration feel natural to end users. Through comprehensive optimization strategies and professional organization practices, you'll ensure your models remain maintainable and performant as they evolve.
What's included
8 videos12 readings6 assignments
8 videosβ’Total 38 minutes
- Relationships as the Backbone of Analysisβ’3 minutes
- Creating and Managing Table Relationshipsβ’7 minutes
- The Analytical Power of Hierarchiesβ’3 minutes
- Creating and Using Data Hierarchiesβ’7 minutes
- The Value of Well-Organized Modelsβ’3 minutes
- Implementing Organization Best Practicesβ’7 minutes
- Security That Enables, Not Restrictsβ’3 minutes
- Implementing Row-Level Securityβ’6 minutes
12 readingsβ’Total 300 minutes
- Table Relationship Types and Implementationβ’15 minutes
- Hands-on β Relationship Analysis Scriptβ’20 minutes
- Hands-on β Relationship Implementation and Testingβ’25 minutes
- Hierarchy Types and Implementation Best Practicesβ’30 minutes
- Hands-on β Hierarchy Definition Scriptβ’30 minutes
- Hands-on β Hierarchy Implementationβ’25 minutes
- Model Organization and Documentation Standardsβ’15 minutes
- Hands-on β Model Documentation Generatorβ’30 minutes
- Hands-on β Model Organization Implementationβ’25 minutes
- Power BI Security Framework and Implementationβ’30 minutes
- Hands-on β Security Implementation Frameworkβ’30 minutes
- Hands-on β Enterprise Security Implementationβ’25 minutes
6 assignmentsβ’Total 1,240 minutes
- Relationships and Model Optimizationβ’45 minutes
- Comprehensive Power BI Model Developmentβ’1,080 minutes
- Relationship Configurationβ’30 minutes
- Custom Hierarchy Creation Challengeβ’25 minutes
- Enterprise Model Organizationβ’30 minutes
- Multi-Regulatory Security β’30 minutes
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