
In order to do hands-on on Microsoft Fabric, the first step is to create an account. Let's create a Microsoft Fabric account.
Let's understand theory concept of sql query editor & visual query editor in Fabric and when should we use it.
Let's understand the theory behind delta lake tables in Microsoft Fabric.
Let's learn the theory concept basics about Fabric workspace, Lakehouse and SQL analytics endpoint.
Let's learn by doing hands-on on Fabric workspace, Lakehouse and SQL analytics endpoint.
In this lecture let's understand the basics of data warehousing that is what is Fact, Dimension Table & Data Model.
Now let's learn by doing the hands-on for theory concepts for Dimension, Fact Table & Data Model which we learnt earlier in Microsoft Fabric.
In this lecture, let's learn about theory concept related to Data Warehouse, Dynamic Management View & Query Insights.
Dynamic Management Views (DMV) & Query Insights Hands-on Project #3
Let's learn what does data consistency mean in Microsoft Fabric.
Let's learn how to do Data Consistency check in Microsoft Fabric Data Warehouse.
Let's understand theory concept about Dynamic Data Masking, Row Level & Column Level Security Explained in Microsoft Fabric.
Let's implement by doing hands-on for Dynamic Data Masking, Row Level & Column Level Security in Microsoft Fabric.
Let's learn theory concept about Eventstream & Eventhouse in Microsoft Fabric.
Let's learn how to ingest end-to-end real-time stock data for analysis using eventstream and eventhouse.
Let's learn the basics of notebook and dataframe in data science in Microsoft Fabric
Ready to dive into the world of data science with Microsoft Fabric? In this hands-on tutorial, we’ll take you through a complete workflow—from ingesting diabetic patient data to exploring insights in a notebook, processing the data with Data Wrangler, and training two powerful models: logistic regression and classification.
By performing these steps, you'll gain a deep understanding of Fabric’s data science capabilities and see how machine learning transforms raw data into meaningful predictions.
Unlock the full potential of Microsoft Fabric notebooks in this hands-on tutorial! Learn how to explore a diabetic patient dataset, generate summary statistics, and create powerful visualizations to uncover hidden insights. What you'll learn:
1. How to set up and use notebooks in Microsoft Fabric
2. Techniques to explore and analyze real-world health data
3. Creating summary statistics for better insights
4. Building interactive visualizations
By the end of this lab, you'll gain a solid understanding of using notebooks for data exploration & analysis—perfect for data enthusiasts and professionals alike!
In this hands-on demonstration, we’ll dive into Microsoft Fabric SQL and show you how to implement Project Tracking and Issue Management seamlessly with structured database design.
What You’ll Learn:
1. Creating essential tables: Clients, Projects, Employees & Tickets
2. Inserting sample data for real-world scenarios
3. Tracking active projects & assigned employees efficiently
4. Summarizing issue resolution rates to improve workflows
5. Using SQL triggers to automate ticket status updates
Why It’s Beneficial in IT Companies?
IT companies thrive on efficient project management! With this SQL-powered approach, businesses can:
· Ensure smooth collaboration between clients, projects & employees
· Monitor real-time issue tracking & resolution rates
· Automate workflows with triggers & dynamic updates
· Improve decision-making with clear data insights
Let's understand theory concept about Deployment Pipeline in Microsoft Fabric.
Let's implement CI CD Deployment Pipeline in Microsoft Fabric by doing hands-on.
Let's learn about theory concept about API for GraphQL in Microsoft Fabric.
Let's implement hands-on for API for GraphQL in Microsoft Fabric.
In this comprehensive hands-on tutorial, we guide you through the process of implementing dynamic data masking in Azure SQL Database to protect personally identifiable information (PII). Learn how to ensure that only authorized users can view PII data, while others see masked data even when running the same queries.
What You'll Learn:
Creating Azure SQL Database and SQL Server: Step-by-step instructions to set up your database and server.
Configuring Firewall Rules: Learn how to configure firewall rules to secure your database.
Creating Users in the Database: Detailed guidance on creating different users and managing permissions.
Granting Permissions: Understand how to grant appropriate permissions to users.
Creating Tables with Masked Columns: Learn to create tables with masked columns to protect PII data. Inserting Values into the Table: Step-by-step process to insert data into the masked columns. Demonstrating Dynamic Data Masking: Watch as we demonstrate querying the same data as different users to show how dynamic data masking works.
Welcome to our comprehensive hands-on tutorial on learning KQL (Kusto Query Language) basics using Azure Data Explorer. ?
In this video, we'll take you through an end-to-end guide on how to get started with KQL, the powerful query language used for analyzing large datasets in Azure Data Explorer. Whether you're a beginner or looking to brush up on your skills, this tutorial has got you covered.
Why Watch This Video?
1. Step-by-step instructions with real-world examples
2. Clear explanations of key concepts
3. Practical tips and best practices
4. Perfect for data analysts, developers, and IT professionals
Let's learn about Slowly Changing Dimension ( SCD ) Type 1 & Slowly Changing Dimension ( SCD ) Type 2 Theory.
Let's implement theory concepts by doing hands-on for SCD Type 1 & SCD Type 2.
Prepare for success with this in-depth DP-600 Microsoft Fabric Analytics Engineer Associate certification practice test ! Each question is thoughtfully analyzed, and answers—both correct and incorrect—are explained using the method of elimination, ensuring you master the concepts. Backed by official Microsoft documentation, this video provides the ultimate guide to boosting your accuracy and confidence for the exam. Perfect for aspiring fabric analytics professionals aiming to ace their certification on the first try!
What you'll get in this video:
Realistic practice test questions for DP-600
Expert elimination techniques for tough questions
Detailed answer explanations tied to Microsoft documentation - Pro tips to maximize your certification score
Prepare for success with this in-depth DP-600 Microsoft Fabric Analytics Engineer Associate certification practice test ! Each question is thoughtfully analyzed, and answers—both correct and incorrect—are explained using the method of elimination, ensuring you master the concepts. Backed by official Microsoft documentation, this video provides the ultimate guide to boosting your accuracy and confidence for the exam. Perfect for aspiring fabric analytics professionals aiming to ace their certification on the first try!
What you'll get in this video:
Realistic practice test questions for DP-600
Expert elimination techniques for tough questions
Detailed answer explanations tied to Microsoft documentation - Pro tips to maximize your certification score
Prepare for success with this in-depth DP-600 Microsoft Fabric Analytics Engineer Associate certification practice test ! Each question is thoughtfully analyzed, and answers—both correct and incorrect—are explained using the method of elimination, ensuring you master the concepts. Backed by official Microsoft documentation, this video provides the ultimate guide to boosting your accuracy and confidence for the exam. Perfect for aspiring fabric analytics professionals aiming to ace their certification on the first try!
What you'll get in this video:
Realistic practice test questions for DP-600
Expert elimination techniques for tough questions
Detailed answer explanations tied to Microsoft documentation - Pro tips to maximize your certification score
Prepare for success with this in-depth DP-600 Microsoft Fabric Analytics Engineer Associate certification practice test ! Each question is thoughtfully analyzed, and answers—both correct and incorrect—are explained using the method of elimination, ensuring you master the concepts. Backed by official Microsoft documentation, this video provides the ultimate guide to boosting your accuracy and confidence for the exam. Perfect for aspiring fabric analytics professionals aiming to ace their certification on the first try!
What you'll get in this video:
Realistic practice test questions for DP-600
Expert elimination techniques for tough questions
Detailed answer explanations tied to Microsoft documentation - Pro tips to maximize your certification score
Prepare for success with this in-depth DP-600 Microsoft Fabric Analytics Engineer Associate certification practice test ! Each question is thoughtfully analyzed, and answers—both correct and incorrect—are explained using the method of elimination, ensuring you master the concepts. Backed by official Microsoft documentation, this video provides the ultimate guide to boosting your accuracy and confidence for the exam. Perfect for aspiring fabric analytics professionals aiming to ace their certification on the first try!
What you'll get in this video:
Realistic practice test questions for DP-600
Expert elimination techniques for tough questions
Detailed answer explanations tied to Microsoft documentation - Pro tips to maximize your certification score
Prepare for success with this in-depth DP-600 Microsoft Fabric Analytics Engineer Associate certification practice test ! Each question is thoughtfully analyzed, and answers—both correct and incorrect—are explained using the method of elimination, ensuring you master the concepts. Backed by official Microsoft documentation, this video provides the ultimate guide to boosting your accuracy and confidence for the exam. Perfect for aspiring fabric analytics professionals aiming to ace their certification on the first try!
What you'll get in this video:
Realistic practice test questions for DP-600
Expert elimination techniques for tough questions
Detailed answer explanations tied to Microsoft documentation - Pro tips to maximize your certification score
Prepare for success with this in-depth DP-600 Microsoft Fabric Analytics Engineer Associate certification practice test ! Each question is thoughtfully analyzed, and answers—both correct and incorrect—are explained using the method of elimination, ensuring you master the concepts. Backed by official Microsoft documentation, this video provides the ultimate guide to boosting your accuracy and confidence for the exam. Perfect for aspiring fabric analytics professionals aiming to ace their certification on the first try!
What you'll get in this video:
Realistic practice test questions for DP-600
Expert elimination techniques for tough questions
Detailed answer explanations tied to Microsoft documentation - Pro tips to maximize your certification score
Prepare for success with this in-depth DP-600 Microsoft Fabric Analytics Engineer Associate certification practice test ! Each question is thoughtfully analyzed, and answers—both correct and incorrect—are explained using the method of elimination, ensuring you master the concepts. Backed by official Microsoft documentation, this video provides the ultimate guide to boosting your accuracy and confidence for the exam. Perfect for aspiring fabric analytics professionals aiming to ace their certification on the first try!
What you'll get in this video:
Realistic practice test questions for DP-600
Expert elimination techniques for tough questions
Detailed answer explanations tied to Microsoft documentation - Pro tips to maximize your certification score
Prepare for success with this in-depth DP-600 Microsoft Fabric Analytics Engineer Associate certification practice test ! Each question is thoughtfully analyzed, and answers—both correct and incorrect—are explained using the method of elimination, ensuring you master the concepts. Backed by official Microsoft documentation, this video provides the ultimate guide to boosting your accuracy and confidence for the exam. Perfect for aspiring fabric analytics professionals aiming to ace their certification on the first try!
What you'll get in this video:
Realistic practice test questions for DP-600
Expert elimination techniques for tough questions
Detailed answer explanations tied to Microsoft documentation - Pro tips to maximize your certification score
Prepare for success with this in-depth DP-600 Microsoft Fabric Analytics Engineer Associate certification practice test ! Each question is thoughtfully analyzed, and answers—both correct and incorrect—are explained using the method of elimination, ensuring you master the concepts. Backed by official Microsoft documentation, this video provides the ultimate guide to boosting your accuracy and confidence for the exam. Perfect for aspiring fabric analytics professionals aiming to ace their certification on the first try!
What you'll get in this video:
Realistic practice test questions for DP-600
Expert elimination techniques for tough questions
Detailed answer explanations tied to Microsoft documentation - Pro tips to maximize your certification score
Prepare for success with this in-depth DP-600 Microsoft Fabric Analytics Engineer Associate certification practice test ! Each question is thoughtfully analyzed, and answers—both correct and incorrect—are explained using the method of elimination, ensuring you master the concepts. Backed by official Microsoft documentation, this video provides the ultimate guide to boosting your accuracy and confidence for the exam. Perfect for aspiring fabric analytics professionals aiming to ace their certification on the first try!
What you'll get in this video:
Realistic practice test questions for DP-600
Expert elimination techniques for tough questions
Detailed answer explanations tied to Microsoft documentation - Pro tips to maximize your certification score
Prepare for success with this in-depth DP-600 Microsoft Fabric Analytics Engineer Associate certification practice test ! Each question is thoughtfully analyzed, and answers—both correct and incorrect—are explained using the method of elimination, ensuring you master the concepts. Backed by official Microsoft documentation, this video provides the ultimate guide to boosting your accuracy and confidence for the exam. Perfect for aspiring fabric analytics professionals aiming to ace their certification on the first try!
What you'll get in this video:
Realistic practice test questions for DP-600
Expert elimination techniques for tough questions
Detailed answer explanations tied to Microsoft documentation - Pro tips to maximize your certification score
Prepare for success with this in-depth DP-600 Microsoft Fabric Analytics Engineer Associate certification practice test ! Each question is thoughtfully analyzed, and answers—both correct and incorrect—are explained using the method of elimination, ensuring you master the concepts. Backed by official Microsoft documentation, this video provides the ultimate guide to boosting your accuracy and confidence for the exam. Perfect for aspiring fabric analytics professionals aiming to ace their certification on the first try!
What you'll get in this video:
Realistic practice test questions for DP-600
Expert elimination techniques for tough questions
Detailed answer explanations tied to Microsoft documentation - Pro tips to maximize your certification score
Prepare for success with this in-depth DP-600 Microsoft Fabric Analytics Engineer Associate certification practice test ! Each question is thoughtfully analyzed, and answers—both correct and incorrect—are explained using the method of elimination, ensuring you master the concepts. Backed by official Microsoft documentation, this video provides the ultimate guide to boosting your accuracy and confidence for the exam. Perfect for aspiring fabric analytics professionals aiming to ace their certification on the first try!
What you'll get in this video:
Realistic practice test questions for DP-600
Expert elimination techniques for tough questions
Detailed answer explanations tied to Microsoft documentation - Pro tips to maximize your certification score
Prepare for success with this in-depth DP-600 Microsoft Fabric Analytics Engineer Associate certification practice test ! Each question is thoughtfully analyzed, and answers—both correct and incorrect—are explained using the method of elimination, ensuring you master the concepts. Backed by official Microsoft documentation, this video provides the ultimate guide to boosting your accuracy and confidence for the exam. Perfect for aspiring fabric analytics professionals aiming to ace their certification on the first try!
What you'll get in this video:
Realistic practice test questions for DP-600
Expert elimination techniques for tough questions
Detailed answer explanations tied to Microsoft documentation - Pro tips to maximize your certification score
Prepare for success with this in-depth DP-600 Microsoft Fabric Analytics Engineer Associate certification practice test ! Each question is thoughtfully analyzed, and answers—both correct and incorrect—are explained using the method of elimination, ensuring you master the concepts. Backed by official Microsoft documentation, this video provides the ultimate guide to boosting your accuracy and confidence for the exam. Perfect for aspiring fabric analytics professionals aiming to ace their certification on the first try!
What you'll get in this video:
Realistic practice test questions for DP-600
Expert elimination techniques for tough questions
Detailed answer explanations tied to Microsoft documentation - Pro tips to maximize your certification score
Prepare for success with this in-depth DP-600 Microsoft Fabric Analytics Engineer Associate certification practice test ! Each question is thoughtfully analyzed, and answers—both correct and incorrect—are explained using the method of elimination, ensuring you master the concepts. Backed by official Microsoft documentation, this video provides the ultimate guide to boosting your accuracy and confidence for the exam. Perfect for aspiring fabric analytics professionals aiming to ace their certification on the first try!
What you'll get in this video:
Realistic practice test questions for DP-600
Expert elimination techniques for tough questions
Detailed answer explanations tied to Microsoft documentation - Pro tips to maximize your certification score
Prepare for success with this in-depth DP-600 Microsoft Fabric Analytics Engineer Associate certification practice test ! Each question is thoughtfully analyzed, and answers—both correct and incorrect—are explained using the method of elimination, ensuring you master the concepts. Backed by official Microsoft documentation, this video provides the ultimate guide to boosting your accuracy and confidence for the exam. Perfect for aspiring fabric analytics professionals aiming to ace their certification on the first try!
What you'll get in this video:
Realistic practice test questions for DP-600
Expert elimination techniques for tough questions
Detailed answer explanations tied to Microsoft documentation - Pro tips to maximize your certification score
Prepare for success with this in-depth DP-600 Microsoft Fabric Analytics Engineer Associate certification practice test ! Each question is thoughtfully analyzed, and answers—both correct and incorrect—are explained using the method of elimination, ensuring you master the concepts. Backed by official Microsoft documentation, this video provides the ultimate guide to boosting your accuracy and confidence for the exam. Perfect for aspiring fabric analytics professionals aiming to ace their certification on the first try!
What you'll get in this video:
Realistic practice test questions for DP-600
Expert elimination techniques for tough questions
Detailed answer explanations tied to Microsoft documentation - Pro tips to maximize your certification score
Looking to ace the DP-600 exam and gain practical, real-world experience with Microsoft Fabric? This course offers a complete hands-on journey designed around projects that reflect real IT industry scenarios using Microsoft Fabric's modern analytics stack.
Each module begins with theory-first learning—covering essential concepts like Fabric Workspace, Lakehouse architecture, SQL Analytics Endpoints, Delta Tables, PySpark DataFrames, Spark SQL, Visual Query Editors, Eventhouses, SCD Types, and more. Then, you’ll dive into realistic, guided labs that strengthen technical skills while preparing you for certification success.
End-to-End Hands-on Projects Included:
Project #1: Fabric Workspace, Lakehouse & SQL Analytics Endpoint Setup
Project #2: Designing Fact Tables, Dimension Tables & Data Models
Project #3: Performance Tuning with Dynamic Management Views (DMV) & Query Insights
Project #4: Validating Data Consistency Across Sources
Project #5: Implementing Dynamic Data Masking in Azure SQL Database
Project #6: Securing Data with Row-Level & Column-Level Security in Fabric
Project #7: Real-Time Stock Data Ingestion & Analysis Using Eventstream
Project #8: Diabetic Patient Data Analysis & Predictive Model Training
Project #9: Data Science Notebook for Mastering Visualizations
Project #10: Building a Project Tracking & Issue Management System
Project #11: CI/CD Deployment Pipeline for Fabric Analytics Solutions
Project #12: Creating & Consuming an API with GraphQL
Project #13: SCD Type 1 & SCD Type 2 Implementation in Fabric
Project #14: Azure SQL Server & Database Configuration with Data Masking
Project #15: Azure Data Explorer – Kusto Query Language (KQL) Hands-on Demo
You’ll also gain access to interactive practice tests with detailed video explanations for both correct and incorrect choices—rooted in Microsoft documentation and explained using strategic elimination techniques.
This is not just another course—it’s your launchpad to becoming a confident, job-ready Fabric Analytics Engineer, taught by Cloud Guru Amit. Get certified, get skilled, and get ahead.