Please note that this list of topics is based on our standard course offering, evolved from typical industry uses and trends. We will work with you to tune this course and level of coverage to target the skills you need most. Course agenda, topics and labs are subject to adjust during live delivery in response to student skill level, interests and participation.
Get Started with Microsoft Data Analytics
- Overview of Data Analysis
- Roles in Data
- Introduction to Power BI
- Building Blocks of Power BI
- Touring and Using Power BI
Prepare Data in Power BI
- Introduction to getting data
- Getting data
- Select a Storage Mode
- Fix Performance Issues
- Identify and Resolve Data Import Errors
Cleaning, Transforming, and Loading Data
- Profiling Data and Examining Structures
- Identify column headers and names
- Shaping Table Structure
- Unpivot and Pivot columns
- Apply user-friendly value replacements
- Use Advanced Editor to Modify M Code
Designing a Data Model in Power BI
- Introduction to Data Modeling
- Joins and Relationships
- Star Schemas
- Configure Table and Column Properties
- Modeling Challenges
- Creating new Hierarchies
Create Model Calculations using DAX in Power BI
- Introduction to DAX
- Calculated Columns
- Understanding Context
- The CALCULATE() Function
- Using Relationships Effectively
- Time-Intelligence
Optimize Model Performance
- Introduction to Performance Optimization
- Performance Analyzer
- Implement Table Granularity
- Optimize Performance
- Introduction to Aggregations
- Managing Aggregations
Create Reports
- Design a Report Layout
- Choosing Effective Visualizations
- Adding Visualizations to Reports
- Format and Configure Visualizations
- Basic Interactions
- Configure Conditional Formatting
- Design for Accessibility
- Apply Slicing, Filtering, and Sorting
- Publish and Export Reports
Create Dashboards
- Introduction to Dashboards
- Set Mobile View
- Configure Data Alerts
- Explore Data by Asking Questions
- Configure Data Classification
Create Paginated Reports
- Introduction to Paginated Reports
- Getting Data
- Create a Paginated Report
- Work with Charts and Tables
- Publish the Report
Perform Advanced Analytics
- Introduction to Advanced Analytics
- Explore Statistical Summary
- Identify Outliers
- Advanced Analytics Custom Visuals
- Introduction to AI Visuals
Create and Manage Workspaces
- Introduction to Workspaces
- Create a Workspace
- Create Apps
- Monitor Usage and Performance
- Data Protection
Manage Datasets in Power BI
- Introduction to Datasets and Parameters
- Dataset Scheduled Refresh
- Incremental Data Refresh Settings
- Manage and Promote Datasets
- Troubleshooting Service Connectivity
Bonus Content / Time Permitting
Row-level Security
- Security overview in Power BI
- Row-level security
- Static Method
- Dynamic Method
Connect to OData feeds