Course Outline
Module 1: Get Started with Microsoft Data Analytics for Government
This module explores various roles in the data analytics field, outlines the key responsibilities of a Data Analyst, and provides an overview of the Power BI portfolio.
Lessons
- Data Analytics and Microsoft for Government
- Getting Started with Power BI for Government
Lab : Getting Started
- Initial Setup
After completing this module, you will be able to:
- Explore the different roles in data analytics
- Identify the tasks performed by a Data Analyst
- Describe the Power BI landscape of products and services for government
- Use the Power BI service effectively
Module 2: Prepare Data in Power BI for Government
This module covers identifying and retrieving data from various sources, exploring connectivity options, and understanding the performance implications of direct connections versus data imports.
Lessons
- Get Data from Various Data Sources
- Optimize Performance for Government
- Resolve Data Errors
Lab : Preparing Data in Power BI Desktop for Government
- Data Preparation
After completing this module, you will be able to:
- Identify and retrieve data from different sources for government use
- Understand the connection methods and their performance implications in a government context
- Optimize query performance for government datasets
- Resolve data import errors efficiently
Module 3: Clean, Transform, and Load Data in Power BI for Government
This module teaches you how to profile and understand the condition of your data, identify anomalies, and perform necessary cleaning and transformation steps to prepare data for loading into a model.
Lessons
- Data Shaping for Government
- Enhance Data Structure for Government
- Data Profiling for Government
Lab : Transforming and Loading Data in Power BI Desktop for Government
- Loading Data for Government Use
After completing this module, you will be able to:
- Apply data shape transformations for government datasets
- Enhance the structure of government data
- Profile and examine government data effectively
Module 4: Design a Data Model in Power BI for Government
This module covers the fundamental concepts of designing and developing a data model for optimal performance and scalability, including relationships, security, and performance optimization.
Lessons
- Introduction to Data Modeling for Government
- Working with Tables for Government
- Dimensions and Hierarchies for Government
Lab : Data Modeling in Power BI Desktop for Government
- Create Model Relationships for Government
- Configure Tables for Government
- Review the Model Interface for Government
- Create Quick Measures for Government
Lab : Advanced Data Modeling in Power BI Desktop for Government
- Configure Many-to-Many Relationships for Government
- Enforce Row-Level Security for Government
After completing this module, you will be able to:
- Understand the basics of data modeling for government
- Define relationships and their cardinality for government datasets
- Implement Dimensions and Hierarchies for government use
- Create histograms and rankings for government reports
Module 5: Create Measures Using DAX in Power BI for Government
This module introduces you to the world of DAX and its capabilities for enhancing a data model. You will learn about aggregations, measures, calculated columns and tables, and Time Intelligence functions.
Lessons
- Introduction to DAX for Government
- DAX Context for Government
- Advanced DAX for Government
Lab : Introduction to DAX in Power BI Desktop for Government
- Create Calculated Tables for Government
- Create Calculated Columns for Government
- Create Measures for Government
Lab : Advanced DAX in Power BI Desktop for Government
- Use the CALCULATE() Function to Manipulate Filter Context for Government
- Use Time Intelligence Functions for Government
After completing this module, you will be able to:
- Understand DAX for government applications
- Use DAX for simple formulas and expressions in a government context
- Create calculated tables and measures for government data
- Build simple measures for government reports
- Work with Time Intelligence and Key Performance Indicators for government use
Module 6: Optimize Model Performance for Government
In this module, you will learn the steps, processes, concepts, and best practices necessary to optimize a data model for enterprise-level performance in a government setting.
Lessons
- Optimize the Model for Performance for Government
- Optimize DirectQuery Models for Government
- Create and Manage Aggregations for Government
After completing this module, you will be able to:
- Understand the importance of variables in government data models
- Enhance the data model for government use
- Optimize the storage model for government datasets
- Implement aggregations for government reports
Module 7: Create Reports for Government
This module introduces you to the fundamental concepts and principles of designing and building a report, including selecting appropriate visuals, designing page layouts, and applying critical functionalities. The topic of designing for accessibility is also covered.
Lessons
- Design a Report for Government
- Enhance the Report for Government
Lab : Designing a Report in Power BI for Government
- Create a Live Connection in Power BI Desktop for Government
- Design a Report for Government Use
- Configure Visual Fields and Format Properties for Government
Lab : Enhancing Power BI Reports with Interaction and Formatting for Government
- Create and Configure Sync Slicers for Government
- Create a Drillthrough Page for Government
- Apply Conditional Formatting for Government
- Create and Use Bookmarks for Government
After completing this module, you will be able to:
- Design a report page layout for government use
- Select and add effective visualizations for government reports
- Add basic report functionality for government applications
- Add report navigation and interactions for government users
- Improve report performance for government datasets
- Design for accessibility in government reports
Module 8: Create Dashboards for Government
In this module, you will learn how to create compelling stories through the use of dashboards and navigation tools. You will also explore features to enhance dashboards for usability and insights.
Lessons
- Create a Dashboard for Government
- Real-Time Dashboards for Government
- Enhance a Dashboard for Government
Lab : Designing a Report in Power BI Desktop - Part 1 for Government
- Create a Dashboard for Government
- Pin Visuals to a Dashboard for Government
- Configure a Dashboard Tile Alert for Government
- Use Q&A to Create a Dashboard Tile for Government
After completing this module, you will be able to:
- Create a Dashboard for government use
- Understand real-time Dashboards for government applications
- Enhance Dashboard usability for government users
Module 9: Create Paginated Reports in Power BI for Government
This module teaches you about paginated reports, including their role in Power BI and how to build and publish them for government use.
Lessons
- Paginated Report Overview for Government
- Create Paginated Reports for Government
Lab : Creating a Paginated Report for Government
- Use Power BI Report Builder for Government
- Design a Multi-Page Report Layout for Government
- Define a Data Source for Government
- Define a Dataset for Government
- Create a Report Parameter for Government
- Export a Report to PDF for Government
After completing this module, you will be able to:
- Explain paginated reports for government use
- Create a paginated report for government datasets
- Create and configure a data source and dataset for government
- Work with charts and tables for government reports
- Publish a report for government distribution
Module 10: Perform Advanced Analytics for Government
This module helps you apply additional features to enhance the report for analytical insights in government data. You will also perform advanced analytics using AI visuals on the report for deeper and more meaningful insights.
Lessons
- Advanced Analytics for Government
- Data Insights through AI Visuals for Government
Lab : Data Analysis in Power BI Desktop for Government
- Create Animated Scatter Charts for Government
- Use the Visual to Forecast Values for Government
- Work with Decomposition Tree Visual for Government
- Work with Key Influencers Visual for Government
After completing this module, you will be able to:
- Explore statistical summaries for government data
- Use the Analyze feature for government reports
- Identify outliers in government data
- Conduct time-series analysis for government datasets
- Use AI visuals for government insights
- Use the Advanced Analytics custom visual for government applications
Module 11: Create and Manage Workspaces for Government
This module introduces you to workspaces, including how to create and manage them. You will also learn how to share content, such as reports and dashboards, and distribute an App in a government context.
Lessons
- Creating Workspaces for Government
- Sharing and Managing Assets for Government
Lab : Publishing and Sharing Power BI Content for Government
- Map Security Principals to Dataset Roles for Government
- Share a Dashboard for Government
- Publish an App for Government
After completing this module, you will be able to:
- Create and manage a workspace for government use
- Understand workspace collaboration in a government setting
- Monitor workspace usage and performance for government
- Distribute an App for government users
Module 12: Manage Datasets in Power BI for Government
In this module, you will learn about managing Power BI assets, including datasets and workspaces. You will publish datasets to the Power BI service, refresh them, and secure them for government use.
Lessons
- Parameters for Government
- Datasets for Government
After completing this module, you will be able to:
- Create and work with parameters for government datasets
- Manage datasets for government use
- Configure dataset refresh for government data
- Troubleshoot gateway connectivity for government systems
Module 13: Row-Level Security for Government
This module teaches you the steps for implementing and configuring security in Power BI to secure government assets.
Lessons
- Security in Power BI for Government
After completing this module, you will be able to:
- Understand the aspects of Power BI security for government
- Configure row-level security roles and group memberships for government datasets
Requirements
Successful Data Analysts begin this role with experience in working with data in the cloud.
Specifically:
- An understanding of core data concepts.
- Knowledge of managing relational data in the cloud.
- Experience with non-relational data in the cloud environments.
- Familiarity with data analysis and visualization principles.
To gain the necessary prerequisites and a deeper understanding of working with data in Azure, participants are encouraged to complete the Microsoft Azure Data Fundamentals course before enrolling in this program.
Audience Profile
This course is designed for data professionals and business intelligence specialists who seek to enhance their skills in performing accurate data analysis using Power BI. It is also suitable for individuals responsible for developing reports that visualize data from both cloud-based and on-premises data platform technologies, aligning with the needs of government agencies.
Job Role: Data Analyst
Preparation for Exam: DA-100
Features: None
For government professionals, this course provides a comprehensive foundation in data analysis and visualization, essential for effective decision-making and reporting within public sector organizations.
Testimonials (5)
The coding and analysis, how the information come together in a report which will be useful for my work
Nokuthula Dhludhlu - National Transmission Company South Africa
Course - Analyzing Data with Power BI
opened my thinking on how to apply the knowledge gained.
Gabriel Govender - National Transmission Company South Africa
Course - Analyzing Data with Power BI
I liked that it demonstrated practical examples that I can apply in my day-to-day work which will improve my reports.
Nondumiso Mthembu - National Transmission Company South Africa
Course - Analyzing Data with Power BI
Blessing made sure that he knows every one , and referred every candidate by their name which is excellent. He is a well experienced Trainer and has patience, and very helpful to all the candidates. Trainer like him make the training more interesting. Wish to have him allocated to my next training that I will be doing with your company.
Alfred Mashala - National Transmission Company South Africa
Course - Analyzing Data with Power BI
I loved everything about the training especially the dashboard presentations
