Course description
This course covers the various methods and best practices that are in line with business and technical requirements for modeling, visualizing, and analyzing data with Power BI. The course will show how to access and process data from a range of data sources including both relational and non-relational sources. Finally, this course will also discuss how to manage and deploy reports and dashboards for sharing and content distribution.
Suitability - Who should attend?
Prerequisites
- Understanding core data concepts.
- Knowledge of working with relational data in the cloud.
- Knowledge of working with non-relational data in the cloud.
- Knowledge of data analysis and visualization concepts.
- DP-900T00 Microsoft Azure Data Fundamentals is recommended
Training Course Content
1 - Discover data analysis
- Overview of data analysis
- Roles in data
- Tasks of a data analyst
2 - Get started building with Power BI
- Use Power BI
- Building blocks of Power BI
- Tour and use the Power BI service
3 - Get data in Power BI
- Get data from files
- Get data from relational data sources
- Create dynamic reports with parameters
- Get data from a NoSQL database
- Get data from online services
- Select a storage mode
- Get data from Azure Analysis Services
- Fix performance issues
- Resolve data import errors
4 - Clean, transform, and load data in Power BI
- Shape the initial data
- Simplify the data structure
- Evaluate and change column data types
- Combine multiple tables into a single table
- Profile data in Power BI
- Use Advanced Editor to modify M code
5 - Design a semantic model in Power BI
- Work with tables
- Create a date table
- Work with dimensions
- Define data granularity
- Work with relationships and cardinality
- Resolve modeling challenges
6 - Add measures to Power BI Desktop models
- Create simple measures
- Create compound measures
- Create quick measures
- Compare calculated columns with measures
7 - Add calculated tables and columns to Power BI Desktop models
- Create calculated columns
- Learn about row context
- Choose a technique to add a column
8 - Use DAX time intelligence functions in Power BI Desktop models
- Use DAX time intelligence functions
- Additional time intelligence calculations
9 - Optimize a model for performance in Power BI
- Review performance of measures, relationships, and visuals
- Use variables to improve performance and troubleshooting
- Reduce cardinality
- Optimize DirectQuery models with table level storage
- Create and manage aggregations
10 - Design Power BI reports
- Design the analytical report layout
- Design visually appealing reports
- Report objects
- Select report visuals
- Select report visuals to suit the report layout
- Format and configure visualizations
- Work with key performance indicators
11 - Configure Power BI report filters
- Apply filters to the report structure
- Apply filters with slicers
- Design reports with advanced filtering techniques
- Consumption-time filtering
- Select report filter techniques
- Case study - Configure report filters based on feedback
12 - Enhance Power BI report designs for the user experience
- Design reports to show details
- Design reports to highlight values
- Design reports that behave like apps
- Work with bookmarks
- Design reports for navigation
- Work with visual headers
- Design reports with built-in assistance
- Tune report performance
- Optimize reports for mobile use
13 - Perform analytics in Power BI
- Explore statistical summary
- Identify outliers with Power BI visuals
- Group and bin data for analysis
- Apply clustering techniques
- Conduct time series analysis
- Use the Analyze feature
- Create what-if parameters
- Use specialized visuals
14 - Create and manage workspaces in Power BI
- Distribute a report or dashboard
- Monitor usage and performance
- Recommend a development life cycle strategy
- Troubleshoot data by viewing its lineage
- Configure data protection
15 - Manage semantic models in Power BI
- Use a Power BI gateway to connect to on-premises data sources
- Configure a semantic model scheduled refresh
- Configure incremental refresh settings
- Manage and promote semantic models
- Troubleshoot service connectivity
- Boost performance with query caching (Premium)
16 - Create dashboards in Power BI
- Configure data alerts
- Explore data by asking questions
- Review Quick insights
- Add a dashboard theme
- Pin a live report page to a dashboard
- Configure a real-time dashboard
- Set mobile view
17 - Implement row-level security
- Configure row-level security with the static method
- Configure row-level security with the dynamic method
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Nexus Human
Level 30, Leadenhall Building, 122 Leadenhall Street
EC3V 4AB London
Nexus Human
For over 20 years Nexus Human has specialised in IT and Business Skills Training and Certification in the UK and Ireland. What makes Nexus Human different is putting people at the core of what we do. We deliver both private...
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