MCA Microsoft Data Analyst (Power BI) Associate Training & Certification Boot Camp – 5 Days

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:

• Descibe 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 user’s 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 user’s 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

Creating Measures 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

Optimizing Model Performance

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.Lessons

• Optimze the model for performance
• Optimize DirectQuery Models
• Create and manage Aggregations

After completing this module, you will be able to:

• Understand the importance of variables
• Enhance the data model
• Optimize the storage model
• Implement aggregations

Create Reports

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.Lessons

• Design a report
• Enhance the report

Lab : Designing a report in Power BI

• Create a live connection in Power BI Desktop
• Design a report
• Configure visual fields adn format properties

Lab : Enhancing Power BI reports with interaction and formatting

• Create and configure Sync Slicers
• Create a drillthrough page
• Apply conditional formatting
• Create and use Bookmarks

After completing this module, you will be able to:

• Design a report page layout
• Select and add effective visualizations
• Add basic report functionality
• Add report navigation and interactions
• Improve report performance
• Design for accessibility

Create Dashboards

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.Lessons

• Create a Dashboard
• Real-time Dashboards
• Enhance a Dashboard

Lab : Designing a report in Power BI Desktop – Part 1

• Create a Dashboard
• Pin visuals to a Dashboard
• Configure a Dashboard tile alert
• 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

Create Paginated Reports in Power BI

This module will teach you about paginated reports, including what they are how they fit into Power BI. You will then learn how to build and publish a report.Lessons

• Paginated report overview
• Create Paginated reports

Lab : Creating a Paginated report

• Use Power BI Report Builder
• Design a multi-page report layout
• Define a data source
• Define a dataset
• Create a report parameter
• Export a report to PDF

After completing this module, you will be able to:

• Explain paginated reports
• Create a paginated report
• Create and configure a data source and dataset
• Work with charts and tables
• Publish a report

Perform Advanced Analytics

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.Lessons

• Advanced Analytics
• Data Insights through AI visuals

Lab : Data Analysis in Power BI Desktop

• Create animated scatter charts
• Use teh visual to forecast values
• Work with Decomposition Tree visual
• Work with the Key Influencers visual

After completing this module, you will be able to:

• Explore statistical summary
• Use the Analyze feature
• Identify outliers in data
• Conduct time-series analysis
• Use the AI visuals
• Use the Advanced Analytics custom visual

Create and Manage Workspaces

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.Lessons

• Creating Workspaces
• Sharing and Managing Assets

Lab : Publishing and Sharing Power BI Content

• Map security principals to dataset roles
• Share a dashboard
• Publish an App

After completing this module, you will be able to:

• Create and manage a workspace
• Understand workspace collaboration
• Monitor workspace usage and performance
• Distribute an App

Manage Datasets in Power BI

In this module you will learn the concepts of managing Power BI assets, including datasets and workspaces. You will also publish datasets to the Power BI service, then refresh and secure them.Lessons

• Parameters
• Datasets

After completing this module, you will be able to:

• Create and work with parameters
• Manage datasets
• Configure dataset refresh
• Troubleshoot gateway connectivity

Module 13: Row-level securityThis module teaches you the steps for implementing and configuring security in Power BI to secure Power BI assets.Lessons

• Security in Power BI

After completing this module, you will be able to:

• Understand the aspects of Power BI security
• Configure row-level security roles and group memberships

Row-level security

This module teaches you the steps for implementing and configuring security in Power BI to secure Power BI assets.Lessons

• Security in Power BI

After completing this module, you will be able to:

• Understand the aspects of Power BI security
• Configure row-level security roles and group memberships