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If you complete the course successfully, your electronic Course Certificate will be added to your Accomplishments page - from there, you can print your Course Certificate or add it to your LinkedIn profile.

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Learn Microsoft Fabric

5 days left! Grow your skills with Coursera Plus for $239/year (usually $399). Save now.

Learn Microsoft Fabric

Instructor: Packt - Course Instructors

Included with

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11 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Recommended experience

9 hours to complete

Flexible schedule

Learn at your own pace

11 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Recommended experience

9 hours to complete

Flexible schedule

Learn at your own pace

What you'll learn

Explore the core services and capabilities of Microsoft Fabric
Build end-to-end data analytics solutions for lakehouses and data warehouses
Implement real-time analytics and data science workflows

Details to know

Shareable certificate

Add to your LinkedIn profile

See how employees at top companies are mastering in-demand skills

Learn more about Coursera for Business

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There are 11 modules in this course

This course provides a comprehensive guide to Microsoft Fabric, focusing on building scalable, secure, and AI-driven data solutions. It covers essential tools and techniques for modern data analytics, helping professionals harness the power of Microsoft Fabric. By integrating Copilot, the course enhances developers' productivity while tackling real-world data use cases.

Learners will build complete data analytics systems, from data integration to transformation and visualization. With hands-on, scenario-based tutorials, the course prepares students to create systems for lakehouses, data warehouses, real-time analytics, and data science. The course blends theoretical concepts with practical applications, ensuring learners gain real-world experience in building future-ready data solutions. Key features include learning through real-world examples and understanding how to monitor, manage, and secure data environments. Designed for data professionals with a basic understanding of SQL and Spark, this course helps analysts, engineers, scientists, and developers advance their skills in AI-driven analytics. Based on the book, Learn Microsoft Fabric, by Arshad Ali and Bradley Schacht.

This section introduces Microsoft Fabric as a unified analytics platform, focusing on its core capabilities and how it simplifies data management.

What's included

2 videos3 readings1 assignment

In this section, we explore Microsoft Fabric workloads, including Data Factory, Data Engineering, and Real-Time Analytics, to build end-to-end analytics systems with practical applications.

What's included

1 video9 readings1 assignment

1 videoTotal 1 minute

Understanding Different Workloads and Getting Started with Microsoft Fabric - Overview Video1 minute

9 readingsTotal 95 minutes

Introduction15 minutes
Data Factory10 minutes
Dataflow Gen210 minutes
Powered by Apache Spark10 minutes
VS Code Integration10 minutes
Combining the Lakehouse and Data Warehouse10 minutes
Data Science10 minutes
Real-Time Analytics10 minutes
Power BI10 minutes

1 assignmentTotal 10 minutes

Exploring Microsoft Fabric Workloads and Data Management10 minutes

In this section, we explore building an end-to-end analytics system using a lakehouse architecture with Medallion layers, Delta Lake, and OneLake for unified data storage and analysis.

What's included

1 video6 readings1 assignment

1 videoTotal 1 minute

Building an End-to-End Analytics System Lakehouse - Overview Video1 minute

6 readingsTotal 65 minutes

Introduction10 minutes
Storage10 minutes
Transformation10 minutes
Incremental Data Load10 minutes
Creating Business Aggregates for the Gold Zone10 minutes
Analyze15 minutes

1 assignmentTotal 10 minutes

Data Architecture and Lakehouse Fundamentals10 minutes

In this section, we explore building an end-to-end analytics system using a data warehouse, focusing on data ingestion, T-SQL transformation, and ETL orchestration with Data Factory for practical data processing and reporting.

What's included

1 video4 readings1 assignment

In this section, we explore real-time analytics systems, focusing on data pipelines, Kusto Query Language, and Power BI reporting for scalable data solutions.

What's included

1 video1 reading1 assignment

In this section, we explore building an end-to-end analytics system using AI and ML, focusing on data ingestion, model design with LightGBM and FLAML, and operationalizing models in Microsoft Fabric.

What's included

1 video5 readings1 assignment

1 videoTotal 1 minute

Building an End-to-End Analytics System Data Science - Overview Video1 minute

5 readingsTotal 50 minutes

Introduction10 minutes
Data and Storage Creating a Lakehouse and Ingesting Data Using Apache Spark10 minutes
Data Preprocessing10 minutes
Training10 minutes
Analyzing and Getting Insights10 minutes

1 assignmentTotal 10 minutes

Building an End-to-End Analytics System10 minutes

This section covers monitoring Data Factory, Spark, and real-time analytics in Fabric for improved performance and reliability.

What's included

1 video1 reading1 assignment

In this section, we explore enabling Microsoft Fabric in a tenant, managing Spark job configurations, and associating capacities with workspaces for efficient resource allocation and performance optimization.

What's included

1 video2 readings1 assignment

In this section, we examine Microsoft Fabric's security and governance frameworks, focusing on platform protection, workspace permissions, and compliance strategies to ensure data integrity and regulatory adherence.

What's included

1 video3 readings1 assignment

This section covers CI/CD pipelines, Git integration, and managing database code in Fabric data warehouses.

What's included

1 video2 readings1 assignment

This section explores Copilot's AI capabilities in Fabric, focusing on data engineering, Power BI, and narrative creation.

What's included

1 video2 readings1 assignment

Instructor

Packt - Course Instructors

Packt

1,725 Courses482,219 learners

Offered by

Packt

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Frequently asked questions

Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.

If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.

Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.

Learn Microsoft Fabric

Learn Microsoft Fabric

What you'll learn

Details to know

See how employees at top companies are mastering in-demand skills

There are 11 modules in this course

Overview of Microsoft Fabric and Understanding Its Different Concepts

What's included

Understanding Different Workloads and Getting Started with Microsoft Fabric

What's included

Building an End-to-End Analytics System Lakehouse

What's included

Building an End-to-End Analytics System Data Warehouse

What's included

Building an End-to-End Analytics System Real-Time Analytics

What's included

Building an End-to-End Analytics System Data Science

What's included

Monitoring Overview and Monitoring Different Workloads

What's included

Administering Fabric

What's included

Security and Governance Overview

What's included

Continuous Integration and Continuous Deployment (CI/CD)

What's included

Overview of AI Assistance and Copilot Integration

What's included

Instructor

Offered by

Explore more from Data Analysis

Getting Started with Microsoft Fabric

Microsoft Fabric: Implement and Manage Analytics Solutions

Microsoft Fabric: Fundamentals and Power BI Workflow

Advanced Analytics & AI Optimization with Microsoft Fabric

Why people choose Coursera for their career

Felipe M.

Jennifer J.

Larry W.

Chaitanya A.

Open new doors with Coursera Plus

Advance your career with an online degree

Join over 3,400 global companies that choose Coursera for Business

Frequently asked questions

Can I preview a course before enrolling?

When will I have access to the lectures and assignments?

What will I get when I enroll?

More questions