Data Evaluation and Engineering with Microsoft Copilot
Data Evaluation and Engineering with Microsoft Copilot
Published 8/2025
Duration: 4h 16m | .MP4 1280x720 30 fps(r) | AAC, 44100 Hz, 2ch | 2.20 GB
Genre: eLearning | Language: English
Published 8/2025
Duration: 4h 16m | .MP4 1280x720 30 fps(r) | AAC, 44100 Hz, 2ch | 2.20 GB
Genre: eLearning | Language: English
Master Copilot Across Chat, Excel, and MS Fabric - Your Ultimate Guide to Data Evaluation and Transformation in 2025!
What you'll learn
- Use Copilot to generate transformation pipelines using DataFlow Gen2 in MS Fabric
- Use Copilot to write Excel formulas, generate synthetic data, sort and filter data!
- Use Copilot to generate SQL queries for SQL DBs, Lakehouse and Warehouse in MS Fabric!
- Use Copilot to generate pivot tables, and perform advanced analysis using Python
- Generate transformation pipelines, train ML models using Copilot in Fabric Notebooks!
- Difference between the various Copilot versions and choose the one best for our use case
Requirements
- No prior experience is needed, we will cover everything from scratch.
- Students can purchase trial licenses as mentioned inside the course to practice hands-on as well. Not mandatory.
- Willingness and interest to learn more about Copilot in Excel, Chat, and Fabric and using GenAI to simplify data prep and pipelines.
Description
*Designed for the latest version of Copilot in 2025*
What if you could profile, clean, and transform data with just a few natural language prompts?What if you could write entire pipelines, clean/profile datasets, train Machine Learning models, generate synthetic data, generate code (in multiple languages), and even build reports- all WITHOUT writing a single line of code? With Microsoft Copilot, that’s now possible - and in this course, you’ll learn exactly how.
Whether you're a data analyst, business user, or an aspiring AI-savvy professional,this is the only course you needto truly leverage Microsoft Copilot and M365 Copilot for your data-related work. We'll learn how to useCopilot in Excel (Formulas, Python based analysis, filtering) as well as Microsoft Fabric (SQL code for databases, pipelines, data Warehouse/Lakehouse, writing code in Notebooks) and so much more without writing a single line of code!
Why This Course Stands Out
Built for the New Era of Work:While most Copilot courses focus on Office productivity tools like Word and PowerPoint, this one takes you deeper - into the core of data quality, preparation, transformation, and engineering. This is where Copilot truly shines. Be it a an Excel worksheet, or Big Data pipelines within Microsoft Fabric, we'll learn how to use Copilot to simplify our tasks.
Learn by Doing, Not Just Watching:Each module is hands-on. You’ll interact with real datasets, write prompts, debug AI outputs, and explore how to guide Copilot to get high-quality results. From data profiling to synthetic data generation, this course showsexactlyhow to make Copilot work for you.
AI-Powered Data Engineering, Demystified:Understand thewhybehind Copilot’s suggestions. Learn how to control, guide, and refine it using prompt engineering so you get better, faster results - every single time.
What You’ll Be Able to Do by the End
Clean and prepare messy datasetswith intelligent prompts in Excel, and Fabric
Generate reports and data visualsusing natural language
Impute missing values, fix data types, and transform tables
Create realistic synthetic datasetsfor testing and prototyping
Understand data quality metricslike completeness, consistency, and validity
Evaluate the risks of synthetic data, and how to use it responsibly
Engineer entire data workflowsusing Copilot’s built-in intelligence in the MS Fabric environment (DataFlow Gen2 Pipelines, Notebooks, Data Lakehouses/Warehouses and even SQL databases!)
Train ML & statistical models in the Fabric environment (Notebooks), as well as Excel!
Tools we'll Use
Microsoft Copilot Chat (Free version)
Microsoft Copilot for M365 (With access to your OneDrive & Sharepoint files, emails, and Teams data)
Microsoft Fabric
You’ll learn the distinctions between these tools and how to apply them to your specific needs. We'll take care of both personal as well as business users in this course!
Structured for Success
Beginner-Friendly to Advanced: We start with the basics of data quality and build up to advanced use cases involving synthetic data and prompt engineering.
Modular Format: Each section is concise and laser-focused, letting you jump in where you need help most.
Instructor Access- Stuck somewhere? I’ll personally help you out.
If you're ready to future-proof your data skills and work smarter, not harder with Microsoft Copilot, then enroll today and start transforming the way you work.
Who this course is for:
- Data Analysts and BI Professionals who want to supercharge their workflow using Microsoft Copilot across Excel, Fabric, and Chat
- Business and Functional Users who work with data but aren’t coders, and want to clean, profile, and transform data using natural language
- Students and Career Switchers looking to gain practical, job-ready skills in Generative AI for data quality, cleaning, and synthetic data generation
- Microsoft 365 Users exploring how Copilot can streamline their data tasks in Excel, Fabric and other apps
- AI and Data Enthusiasts curious to see how Large Language Models (LLMs) can handle real-world data prep and engineering tasks
- Professionals Using Microsoft Fabric who want to integrate Copilot into their end-to-end data workflows
More Info