
Today let's learn about what is Fabric Workspace in Microsoft Fabric.
Today let's learn about what is Spark Workspace in Microsoft Fabric.
Explore domain workspace by viewing a company as a city where domains host workspaces containing data, assets, pipelines, and reports, governed by rbac, sensitivity labels, and governance.
Discover one lake workspace, a central data reservoir that unifies departments and enables access to governance-ready data via spark sql or power bi, with adls or s3 integration and rbac.
Master version control as a time machine for data projects by saving snapshots, tracking changes to notebooks, data flows, and pipelines, and showing who changed what and when.
Explore hands-on version control in fabric workspace by linking Azure DevOps, creating a repo, committing report changes, and syncing in the same region with main and feature branches.
Learn how database projects act as architectural blueprints for tables, views, procedures, and relationships, with versioning, validation, and deployment across environments using git integration in Microsoft Fabric.
Create a warehouse in fabric, load sample data, and run SQL queries on the weather table.
Understand workspace level access control in Fabric: admins have master keys, members and contributors can edit, only members can share, and viewers observe securely.
Learn workspace level access control in Microsoft Fabric by assigning admin, contributor, and viewer roles to secure datasets, reports, and pipelines within a workspace, following the least privilege principle.
Implement item level access control in Power BI by creating a report from input data and sharing the dashboard with stakeholders, managing permissions to hide raw data. Remove access.
Explore row-level access control by applying filters so regional managers see their region while the CEO sees all, using DAX or security rules in Microsoft Fabric.
Explore column-level access control to restrict who views columns, with HR seeing salary and age, using Microsoft Fabric with Dax or sensitivity labels to hide private data from unauthorized users.
Define object level access control within a semantic model to restrict who views tables, columns, and measures, using DAX and model settings in Microsoft Fabric.
Assign permissions to individual files in Microsoft Fabric, controlling who can view or edit each locked drawer. Protect sensitive content while enabling secure collaboration across teams.
Implement file level security using workspace permissions in Fabric or Power BI, creating separate finance and sales workspaces, assigning contributor roles, and restricting access to each team's reports.
Understand dynamic data masking in Microsoft Fabric, which hides sensitive fields from unauthorized users while keeping data intact, applied at query time on the SQL analytics endpoint or warehouse.
Learn how sensitivity labels act as digital tags that classify data, flagging confidential information, while in Microsoft Fabric they travel with data and trigger protections like encryption and masking.
Compare pipelines and notebooks in Microsoft Fabric: pipelines automate and schedule data workflows visually, while notebooks support interactive data exploration and transformation using Spark and Python.
Orchestrate data workflows in Microsoft Fabric using parameters and dynamic expressions to load daily folders, check existence, and decide to proceed or skip, enabling reusable workflows that adapt to inputs.
Explore streaming data ingestion within Microsoft Fabric, using event stream and real-time hub to transform data on the fly, powering a lakehouse and live dashboards in Power BI.
Notebooks in Microsoft Fabric blend Python, SQL, and Spark to explore data, connect to Lake House, read Delta tables, visualize results, and publish to Power BI from an interactive canvas.
Understand batch data ingestion using Kusto query language to define how data deliveries are processed in Microsoft Fabric, including queues and policies for loading to event house or lake house.
Master batch data ingestion with T-SQL in Microsoft Fabric to load, clean, and store data from SQL server or CSV files into a warehouse or lakehouse.
Explore data transformation with PySpark in Microsoft Fabric, using scalable Python to filter, join, and reshape large Lakehouse data across distributed Spark clusters for analytics and machine learning.
Explore aggregation in microsoft fabric to group data with sql, pyspark, kql, or dataflows and compute sum, count, and average for dashboards and reports.
Identify and remove duplicate rows in Microsoft Fabric using PySpark or dataflows, employing distinct and row-number techniques to keep data clean for analysis.
Deduplicate and handle missing values in a lake house via the SQL analytics endpoint. Use distinct to remove duplicates and coalesce to replace nulls with unknown.
Handle late arriving data in Microsoft Fabric by adjusting time windows and applying watermarking in streaming pipelines to include late records in final counts.
Choose event house for real time ingestion, spark structured streaming for scalable batch style processing, and Kql for fast querying of telemetry logs.
Discover how Spark structured streaming in Microsoft Fabric processes continuous event data as live tables, adding rows in real time, while delta tables, checkpoints, and retry policies prevent jams.
Explore how streaming data ingestion uses KQL processing to continuously scan streaming events from Event Hub. Filter and summarize in real time, enabling accurate dashboards, alerts, and anomaly detection.
Master windowing functions in Microsoft Fabric by grouping streaming events into fixed slots with tumbling, sliding, and session windows to enable real-time dashboards and alerts.
Monitor data ingestion through hands-on exercises aligned with the DP-700 Microsoft Fabric data engineer associate course. Develop practical skills in data flow monitoring and ingestion management with Microsoft Fabric.
Understand semantic model refresh in Microsoft Fabric, keeping data models up to date so insights stay accurate. Schedule or trigger updates via pipelines or APIs to pull data from sources.
Explore how engineers resolve pipeline errors in Microsoft Fabric by reviewing activity logs, adjusting queries, and scaling resources to keep data flowing smoothly.
Resolve data flow errors in Microsoft Fabric data flows by reviewing Power Query steps, fixing transformations, and aligning schemas to deliver clean, reliable data for reports and dashboards.
Resolve notebook errors by debugging code line by line, address syntax errors, missing libraries, and data path mismatches, and fix access issues for reliable data analysis in Microsoft Fabric notebooks.
Resolve event house errors by reviewing logs, adjusting queries, and scaling resources to keep streaming data arriving on time. This ensures dashboards and analytics run smoothly.
Connect lake house data to event house, build a semantic model, and visualize results in Power BI. Ingest a CSV end-to-end, create the semantic model, and generate the report.
Learn to diagnose and resolve T-SQL errors by interpreting error messages, correcting syntax, and validating schema so queries run smoothly and return accurate results.
Optimize lakehouse table performance in Microsoft Fabric by unifying structured and unstructured data with schema enforcement and transactions. Analyze data with T-SQL and Power BI to gain fresh insights.
Optimize Microsoft Fabric pipelines by breaking tasks, parallelizing steps, and using incremental loads to accelerate data flows from sources toward reports and analytics.
Optimize event streams by partitioning data, scaling resources, and fine-tuning schema mappings to prevent latency and ingestion failures. Ensure real-time data flows smoothly into dashboards and analytics without interruption.
Treat Spark as a race car and optimize memory partitions, file sizes, auto tune and merging small files to scale resources, ensuring fast data jobs, instant queries, and smooth analytics.
Optimize query performance in Microsoft Fabric by using filters, indexes, and materialized views to speed up dashboards, reports, and analytics on large data sets.
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 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.
In this lecture, let's learn about hands-on concept related to Data Warehouse, Dynamic Management View & Query Insights.
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
In this video, we will walk you through a series of practice test questions, explaining each correct and incorrect answer using the method of elimination. Our explanations are backed by official Microsoft documentation to ensure the accuracy and reliability of the answers.
What You'll Learn:
1. Detailed breakdown of DP-700 practice test questions
2. How to use the method of elimination to find the correct answers
3. Insights into why certain answers are incorrect
4. References to Microsoft documentation for each explanation
Why Watch This Video?
1. Comprehensive explanations for each question
2. Learn effective test-taking strategies
3. Boost your confidence for the DP-700 exam
4. Perfect for aspiring Microsoft Fabric Data Engineer Associates
In this video, we will walk you through a series of practice test questions, explaining each correct and incorrect answer using the method of elimination. Our explanations are backed by official Microsoft documentation to ensure the accuracy and reliability of the answers.
What You'll Learn:
1. Detailed breakdown of DP-700 practice test questions
2. How to use the method of elimination to find the correct answers
3. Insights into why certain answers are incorrect
4. References to Microsoft documentation for each explanation
Why Watch This Video?
1. Comprehensive explanations for each question
2. Learn effective test-taking strategies
3. Boost your confidence for the DP-700 exam
4. Perfect for aspiring Microsoft Fabric Data Engineer Associates
In this video, we will walk you through a series of practice test questions, explaining each correct and incorrect answer using the method of elimination. Our explanations are backed by official Microsoft documentation to ensure the accuracy and reliability of the answers.
What You'll Learn:
1. Detailed breakdown of DP-700 practice test questions
2. How to use the method of elimination to find the correct answers
3. Insights into why certain answers are incorrect
4. References to Microsoft documentation for each explanation
Why Watch This Video?
1. Comprehensive explanations for each question
2. Learn effective test-taking strategies
3. Boost your confidence for the DP-700 exam
4. Perfect for aspiring Microsoft Fabric Data Engineer Associates
In this video, we will walk you through a series of practice test questions, explaining each correct and incorrect answer using the method of elimination. Our explanations are backed by official Microsoft documentation to ensure the accuracy and reliability of the answers.
What You'll Learn:
1. Detailed breakdown of DP-700 practice test questions
2. How to use the method of elimination to find the correct answers
3. Insights into why certain answers are incorrect
4. References to Microsoft documentation for each explanation
Why Watch This Video?
1. Comprehensive explanations for each question
2. Learn effective test-taking strategies
3. Boost your confidence for the DP-700 exam
4. Perfect for aspiring Microsoft Fabric Data Engineer Associates
In this video, we will walk you through a series of practice test questions, explaining each correct and incorrect answer using the method of elimination. Our explanations are backed by official Microsoft documentation to ensure the accuracy and reliability of the answers.
What You'll Learn:
1. Detailed breakdown of DP-700 practice test questions
2. How to use the method of elimination to find the correct answers
3. Insights into why certain answers are incorrect
4. References to Microsoft documentation for each explanation
Why Watch This Video?
1. Comprehensive explanations for each question
2. Learn effective test-taking strategies
3. Boost your confidence for the DP-700 exam
4. Perfect for aspiring Microsoft Fabric Data Engineer Associates
In this video, we will walk you through a series of practice test questions, explaining each correct and incorrect answer using the method of elimination. Our explanations are backed by official Microsoft documentation to ensure the accuracy and reliability of the answers.
What You'll Learn:
1. Detailed breakdown of DP-700 practice test questions
2. How to use the method of elimination to find the correct answers
3. Insights into why certain answers are incorrect
4. References to Microsoft documentation for each explanation
Why Watch This Video?
1. Comprehensive explanations for each question
2. Learn effective test-taking strategies
3. Boost your confidence for the DP-700 exam
4. Perfect for aspiring Microsoft Fabric Data Engineer Associates
In this video, we will walk you through a series of practice test questions, explaining each correct and incorrect answer using the method of elimination. Our explanations are backed by official Microsoft documentation to ensure the accuracy and reliability of the answers.
What You'll Learn:
1. Detailed breakdown of DP-700 practice test questions
2. How to use the method of elimination to find the correct answers
3. Insights into why certain answers are incorrect
4. References to Microsoft documentation for each explanation
Why Watch This Video?
1. Comprehensive explanations for each question
2. Learn effective test-taking strategies
3. Boost your confidence for the DP-700 exam
4. Perfect for aspiring Microsoft Fabric Data Engineer Associates
In this video, we will walk you through a series of practice test questions, explaining each correct and incorrect answer using the method of elimination. Our explanations are backed by official Microsoft documentation to ensure the accuracy and reliability of the answers.
What You'll Learn:
1. Detailed breakdown of DP-700 practice test questions
2. How to use the method of elimination to find the correct answers
3. Insights into why certain answers are incorrect
4. References to Microsoft documentation for each explanation
Why Watch This Video?
1. Comprehensive explanations for each question
2. Learn effective test-taking strategies
3. Boost your confidence for the DP-700 exam
4. Perfect for aspiring Microsoft Fabric Data Engineer Associates
In this video, we will walk you through a series of practice test questions, explaining each correct and incorrect answer using the method of elimination. Our explanations are backed by official Microsoft documentation to ensure the accuracy and reliability of the answers.
What You'll Learn:
1. Detailed breakdown of DP-700 practice test questions
2. How to use the method of elimination to find the correct answers
3. Insights into why certain answers are incorrect
4. References to Microsoft documentation for each explanation
Why Watch This Video?
1. Comprehensive explanations for each question
2. Learn effective test-taking strategies
3. Boost your confidence for the DP-700 exam
4. Perfect for aspiring Microsoft Fabric Data Engineer Associates
In this video, we will walk you through a series of practice test questions, explaining each correct and incorrect answer using the method of elimination. Our explanations are backed by official Microsoft documentation to ensure the accuracy and reliability of the answers.
What You'll Learn:
1. Detailed breakdown of DP-700 practice test questions
2. How to use the method of elimination to find the correct answers
3. Insights into why certain answers are incorrect
4. References to Microsoft documentation for each explanation
Why Watch This Video?
1. Comprehensive explanations for each question
2. Learn effective test-taking strategies
3. Boost your confidence for the DP-700 exam
4. Perfect for aspiring Microsoft Fabric Data Engineer Associates
In this video, we will walk you through a series of practice test questions, explaining each correct and incorrect answer using the method of elimination. Our explanations are backed by official Microsoft documentation to ensure the accuracy and reliability of the answers.
What You'll Learn:
1. Detailed breakdown of DP-700 practice test questions
2. How to use the method of elimination to find the correct answers
3. Insights into why certain answers are incorrect
4. References to Microsoft documentation for each explanation
Why Watch This Video?
1. Comprehensive explanations for each question
2. Learn effective test-taking strategies
3. Boost your confidence for the DP-700 exam
4. Perfect for aspiring Microsoft Fabric Data Engineer Associates
In this video, we will walk you through a series of practice test questions, explaining each correct and incorrect answer using the method of elimination. Our explanations are backed by official Microsoft documentation to ensure the accuracy and reliability of the answers.
What You'll Learn:
1. Detailed breakdown of DP-700 practice test questions
2. How to use the method of elimination to find the correct answers
3. Insights into why certain answers are incorrect
4. References to Microsoft documentation for each explanation
Why Watch This Video?
1. Comprehensive explanations for each question
2. Learn effective test-taking strategies
3. Boost your confidence for the DP-700 exam
4. Perfect for aspiring Microsoft Fabric Data Engineer Associates
In this video, we will walk you through a series of practice test questions, explaining each correct and incorrect answer using the method of elimination. Our explanations are backed by official Microsoft documentation to ensure the accuracy and reliability of the answers.
What You'll Learn:
1. Detailed breakdown of DP-700 practice test questions
2. How to use the method of elimination to find the correct answers
3. Insights into why certain answers are incorrect
4. References to Microsoft documentation for each explanation
Why Watch This Video?
1. Comprehensive explanations for each question
2. Learn effective test-taking strategies
3. Boost your confidence for the DP-700 exam
4. Perfect for aspiring Microsoft Fabric Data Engineer Associates
In this video, we will walk you through a series of practice test questions, explaining each correct and incorrect answer using the method of elimination. Our explanations are backed by official Microsoft documentation to ensure the accuracy and reliability of the answers.
What You'll Learn:
1. Detailed breakdown of DP-700 practice test questions
2. How to use the method of elimination to find the correct answers
3. Insights into why certain answers are incorrect
4. References to Microsoft documentation for each explanation
Why Watch This Video?
1. Comprehensive explanations for each question
2. Learn effective test-taking strategies
3. Boost your confidence for the DP-700 exam
4. Perfect for aspiring Microsoft Fabric Data Engineer Associates
In this video, we will walk you through a series of practice test questions, explaining each correct and incorrect answer using the method of elimination. Our explanations are backed by official Microsoft documentation to ensure the accuracy and reliability of the answers.
What You'll Learn:
1. Detailed breakdown of DP-700 practice test questions
2. How to use the method of elimination to find the correct answers
3. Insights into why certain answers are incorrect
4. References to Microsoft documentation for each explanation
Why Watch This Video?
1. Comprehensive explanations for each question
2. Learn effective test-taking strategies
3. Boost your confidence for the DP-700 exam
4. Perfect for aspiring Microsoft Fabric Data Engineer Associates
In this video, we will walk you through a series of practice test questions, explaining each correct and incorrect answer using the method of elimination. Our explanations are backed by official Microsoft documentation to ensure the accuracy and reliability of the answers.
What You'll Learn:
1. Detailed breakdown of DP-700 practice test questions
2. How to use the method of elimination to find the correct answers
3. Insights into why certain answers are incorrect
4. References to Microsoft documentation for each explanation
Why Watch This Video?
1. Comprehensive explanations for each question
2. Learn effective test-taking strategies
3. Boost your confidence for the DP-700 exam
4. Perfect for aspiring Microsoft Fabric Data Engineer Associates
In this video, we will walk you through a series of practice test questions, explaining each correct and incorrect answer using the method of elimination. Our explanations are backed by official Microsoft documentation to ensure the accuracy and reliability of the answers.
What You'll Learn:
1. Detailed breakdown of DP-700 practice test questions
2. How to use the method of elimination to find the correct answers
3. Insights into why certain answers are incorrect
4. References to Microsoft documentation for each explanation
Why Watch This Video?
1. Comprehensive explanations for each question
2. Learn effective test-taking strategies
3. Boost your confidence for the DP-700 exam
4. Perfect for aspiring Microsoft Fabric Data Engineer Associates
In this video, we will walk you through a series of practice test questions, explaining each correct and incorrect answer using the method of elimination. Our explanations are backed by official Microsoft documentation to ensure the accuracy and reliability of the answers.
What You'll Learn:
1. Detailed breakdown of DP-700 practice test questions
2. How to use the method of elimination to find the correct answers
3. Insights into why certain answers are incorrect
4. References to Microsoft documentation for each explanation
Why Watch This Video?
1. Comprehensive explanations for each question
2. Learn effective test-taking strategies
3. Boost your confidence for the DP-700 exam
4. Perfect for aspiring Microsoft Fabric Data Engineer Associates
Unlock your potential as a data engineer with our comprehensive course, "DP-700 Microsoft Fabric Data Engineer Associate Course." Designed and delivered by Cloud Guru Amit, this course offers an end-to-end hands-on learning experience that covers essential topics to help you excel in your data engineering career.
In this course, you will:
Implement Dynamic Data Masking: Learn how to secure sensitive data in Azure SQL databases by applying dynamic data masking techniques.
Create Azure SQL Databases & Servers: Gain expertise in creating and configuring Azure SQL databases and servers from scratch, with a focus on best practices and networking.
Kusto Query Language (KQL) Demonstrations: Dive into KQL with hands-on demonstrations using Azure Data Explorer, mastering powerful data querying and analytics.
Interactive Practice Tests: Access 100+ practice test questions with video explanations for each correct and incorrect answer. Leverage the method of elimination backed by Microsoft documentation to ensure you understand the rationale behind each answer.
By the end of this course, you will have the skills and knowledge to implement data engineering solutions using Microsoft Fabric, and you will be well-prepared for the DP-700 certification exam. Whether you're an aspiring data engineer, a database administrator, or an IT professional, this course will provide you with the tools and confidence to succeed in your career.
Join us and take the first step towards becoming a certified data engineer with Microsoft Fabric!