Description
The Microsoft Certified Data Analyst Associate boot camp is taught using Microsoft Official Courseware –
Skills Gained:
Describe Microsoft Power Platform components
Describe Microsoft Dataverse, Connectors and AI builder
Describe cross-cloud scenarios across M365, Dynamics 365, Microsoft Azure and 3rd party services
Identify benefits and capabilities of Microsoft Power Platform
Identify the basic functionality and business value Microsoft Power Platform components
Implement simple solutions with Power Apps, Power Automate, Power BI, and Power Virtual Agents
Ingest, clean, and transform data
Model data for performance and scalability
Design and create reports for data analysis
Apply and perform advanced report analytics
Manage and share report assets
Create paginated reports in Power BI
Topics Covered in this Official Boot Camp:
Introduction to Power Platform
Learn about the components of Power Platform, ways to connect data, and how organizations can leverage this technology to create business solutions.
Lessons
Power Platform Overview
Module Summary
After completing this module, students will be able to:
Identify when to use each Power Platform component application to create business solutions
Learn the value of using Power Platform to create business solutions
Learn the components and features of Power Platform
Introduction to Common Data Service
The Common Data Service allows you to delve into powerful, scalable data solutions in the cloud. Learn what makes the Common Data Service tick and how it can work with the Power Platform to create unique and efficient business solutions.
Lessons
Common Data Service Overview
Module Summary
Lab : Data Modeling
Create Solution
Create Entities and Relationships
Import Data
After completing this module, students will be able to:
Describe the difference between Common Data Service and Common Data Model
Explain use cases and limitations of business rules and process flows
Explain what environments, entities, fields, and relationships are in common data service
Get Started with Power Apps
Learn about the value and capabilities of Power Apps, and ways other organizations have leverage this technology to build simple applications for their business.
Lessons
Introduction to Power Apps
How to build a canvas app
How to build a model-driven app
Introduction to Power Apps portals
Lab : How to build a canvas app, part 1
Create Staff Canvas App
Complete the App
Lab : How to build a canvas app, part 2
Create Security Canvas App
Lab : How to build a model-driven app
Customize Views and Forms
Create Model-Driven Application
Lab : How to build a Power Apps portal
Provision a Power Apps portal
Create a Portal Webpage
Change the Portal Theme
After completing this module, students will be able to:
Learn how other organizations digitize their processes using Power Apps
See Power Apps in action and learn options for making your first app
Learn about what Power Apps is and its business value
Get Started with Power Automate
Learn how users can leverage Power Automate to improve business efficiency and productivity.
Lessons
Power Automate Overview
How to Build an Automated Solution
Lab : Power Automate
Create Visit Notification flow
Create Security Sweep Flow
After completing this module, students will be able to:
See how Power Automate works and looks from the userโs perspective
Build a simple flow
Learn the business value and features of Power Automate
Get Started with Power BI
Learn how organizations can use Power BI to easily clean, display, and understand data to ensure better informed decisions.
Lessons
Power BI Overview
How to Build a Simple Dashboard
Lab : How to build a simple dashboard
Create Power BI Report
Create Power BI Dashboard
After completing this module, students will be able to:
See how Power BI works and looks from the userโs perspective
Learn how to build a simple Power BI dashboard
Describe the business value and features of Power BI
Introduction to Power Virtual Agents
Learn about the value and capabilities of Power Virtual Agents and ways organizations can leverage this technology to build chatbot solutions for their business.
Lessons
Power Virtual Agents overview
How to build a chatbot
Lab : How to build a basic chatbot
Sign up for PVA and Create a New Bot
Create topics
Test topics
Change the greeting
Publish the bot
After completing this module, students will be able to
Describe the business value and features of Power Virtual Agents
Build a basic chatbot
Learn essential components that make up Power Virtual Agents and chatbots
Get Started with Microsoft Data Analytics
This module explores the different roles in the data space, outlines the important roles and responsibilities of a Data Analysts, and then explores the landscape of the Power BI portfolio.
Lessons
Data Analytics and Microsoft
Getting Started with Power BI
Lab : Getting Started
Getting Started
After completing this module, you will be able to:
Explore the different roles in data
Identify the tasks that are performed by a data analyst
Describe the Power BI landscape of products and services
Use the Power BI service
Prepare Data in Power BI
This module explores identifying and retrieving data from various data sources. You will also learn the options for connectivity and data storage, and understand the difference and performance implications of connecting directly to data vs. importing it.
Lessons
Get data from various data sources
Optimize performance
Resolve data errors
Lab : Preparing Data in Power BI Desktop
Prepare Data
After completing this module, you will be able to:
Identify and retrieve data from different data sources
Understand the connection methods and their performance implications
Optimize query performance
Resolve data import errors
Clean, Transform, and Load Data in Power BI
This module teaches you the process of profiling and understanding the condition of the data. They will learn how to identify anomalies, look at the size and shape of their data, and perform the proper data cleaning and transforming steps to prepare the data for loading into the model.
Lessons
Data shaping
Enhance the data structure
Data Profiling
Lab : Transforming and Loading Data
Loading Data
After completing this module, students will be able to:
Apply data shape transformations
Enhance the structure of the data
Profile and examine the data
Design a Data Model in Power BI
This module teaches the fundamental concepts of designing and developing a data model for proper performance and scalability. This module will also help you understand and tackle many of the common data modeling issues, including relationships, security, and performance.
Lessons
Introduction to data modeling
Working with tables
Dimensions and Hierarchies
Lab : Data Modeling in Power BI Desktop
Create Model Relationships
Configure Tables
Review the model interface
Create Quick Measures
Lab : Advanced Data Modeling in Power BI Desktop
Configure many-to-many relationships
Enforce row-level security
After completing this module, you will be able to:
Understand the basics of data modeling
Define relationships and their cardinality
Implement Dimensions and Hierarchies
Create histograms and rankings
Create Model Calculations using DAX in Power BI
This module introduces you to the world of DAX and its true power for enhancing a model. You will learn about aggregations and the concepts of Measures, calculated columns and tables, and Time Intelligence functions to solve calculation and data analysis problems.
Lessons
Introduction to DAX
DAX context
Advanced DAX
Lab : Introduction to DAX in Power BI Desktop
Create calculated tables
Create calculated columns
Create measures
Lab : Advanced DAX in Power BI Desktop
Use the CALCULATE() function to manipulate filter context
use Time Intelligence functions
After completing this module, you will be able to:
Understand DAX
Use DAX for simple formulas and expressions
Create calculated tables and measures
Build simple measures
Work with Time Intelligence and Key Performance Indicators
Optimize Model Performance in Power BI
In this module you are introduced to steps, processes, concepts, and data modeling best practices necessary to optimize a data model for enterprise-level performance.
Lesson
Optimize the data model for performance
Optimize DirectQuery Models
After completing this module, students will be able to:
Understand the importance of variables
Enhance the data model
Optimize the storage model
Create Reports in Power BI
This module introduces you to the fundamental concepts and principles of designing and building a report, including selecting the correct visuals, designing a page layout, and applying basic but critical functionality. The important topic of designing for accessibility is also covered.
Lesson
Design a report
Enhance the report
Lab : Designing a report in Power BI Desktop
Design a report
Configure visual fields and format properties
Lab : Enhancing reports with interaction and formatting in Power BI Desktop
Create and configure Sync Slicers
Create a drillthrough page
Apply conditional formatting
Create and use Bookmarks
After completing this module, students will be able to:
Design a report page layout
Select and add effective visualizations
Add basic report functionality
Add report navigation and interactions
Create Dashboards in Power BI
In this module you will learn how to tell a compelling story through the use of dashboards and the different navigation tools available to provide navigation. You will be introduced to features and functionality and how to enhance dashboards for usability and insights.
Lesson
Create a Dashboard
Real-time Dashboards
Enhance a Dashboard
Lab : Creating a Dashboard in Power BI Service
Create a Dashboard
Pin visuals to a Dashboard
Use Q&A to create a dashboard tile
After completing this module, students will be able to:
Create a Dashboard
Understand real-time Dashboards
Enhance Dashboard usability
Identify Patterns and Trends in Power BI
This module helps you apply additional features to enhance the report for analytical insights in the data, equipping you with the steps to use the report for actual data analysis. You will also perform advanced analytics using AI visuals on the report for even deeper and meaningful data insights.
Lesson
Advanced Analytics
Data Insights through AI visuals
Lab : Data Analysis in Power BI Desktop
Create animated scatter charts
Use the visual to forecast values
After completing this module, students will be able to:
Use the Analyze feature
Identify outliers in data
Use the AI visuals
Use the Advanced Analytics custom visual
Create and Manage Workspaces in Power BI
This module will introduce you to Workspaces, including how to create and manage them. You will also learn how to share content, including reports and dashboards, and then learn how to distribute an App.
Lesson
Creating Workspaces
Sharing and Managing Assets
After completing this module, students will be able to:
Create and manage a workspace
Understand workspace collaboration
Monitor workspace usage and performance
Distribute an App
Manage Files and Datasets in Power BI
This module will introduce you to parameters and datasets. You will also learn how to manage datasets and parameters, build dynamic reports with parameters, and set dataset refresh options.
Lesson
Parameters
Datasets
After completing this module, students will be able to:
Manage datasets and parameters
Build dynamic reports with parameters
Schedule dataset refresh
Troubleshoot gateway service connectivity
Row-level Security in Power BI
This module will introduce you to row-level security, both static and dynamic methods, and how to implement.
Lesson
Security in Power BI
Lab : Enforce Row-Level Security
Configure many-to-many relationships
Enforce row-level security
After completing this module, students will be able to:
Implement row-level security using both the Static and Dynamic methods