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Learn Microsoft Fabric
Learn Microsoft Fabric

Learn Microsoft Fabric: A practical guide to performing data analytics in the era of artificial intelligence

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Profile Icon Arshad Ali Profile Icon Schacht
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₱579.99 ₱1836.99
Full star icon Full star icon Full star icon Full star icon Half star icon 4.6 (18 Ratings)
eBook Feb 2024 338 pages 1st Edition
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Arrow left icon
Profile Icon Arshad Ali Profile Icon Schacht
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₱579.99 ₱1836.99
Full star icon Full star icon Full star icon Full star icon Half star icon 4.6 (18 Ratings)
eBook Feb 2024 338 pages 1st Edition
eBook
₱579.99 ₱1836.99
Paperback
₱1836.99 ₱2296.99
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Free Trial
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₱579.99 ₱1836.99
Paperback
₱1836.99 ₱2296.99
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Learn Microsoft Fabric

Overview of Microsoft Fabric and Understanding Its Different Concepts

As data volume and complexity grow, organizations across every industry have opportunities to harness data to digitally transform themselves by exploiting its power and gaining competitive advantages. However, these organizations have to manage and stitch together different specialized and disconnected products to build their end-to-end analytics system. As a result, they end up incurring high integration costs when ensuring these products function together as one analytics system. This often results in delays in obtaining insights to the extent that the information is no longer relevant.

This chapter will introduce you to Microsoft Fabric, its core capabilities, and how it addresses the challenges of modern data analytics.

Here is what will be covered in this chapter:

  • Introduction to Microsoft Fabric
  • Reviewing the core capabilities of Microsoft Fabric
  • An understanding of Microsoft Fabric as...

Introduction to Microsoft Fabric

Microsoft Fabric is an end-to-end, all-in-one unified analytics platform that brings together all the data and analytics tools that organizations need. As a single, unified platform for data management, data lakes, data integration, data engineering, data warehousing, data science, real-time analytics, and business intelligence, it has been designed from the ground up to help organizations simplify their analytics workloads, reduce costs, and reduce the time taken to obtain insights in this era of AI. Microsoft Fabric is built on Azure, and it leverages the power of Azure’s computing, storage, reliability, security and governance, scale, performance, and networking services.

Reviewing the core capabilities of Microsoft Fabric

Microsoft Fabric is designed for the age of AI and is delivered as a single Software-as-a-Service (SaaS) product that provides auto-integration, auto-optimization, common architecture, central security and governance, a unified business model, and Office-like experiences across all workloads.

There are four core pillars of Microsoft Fabric:

Figure 1.1 – Microsoft Fabric’s core capability pillars

Figure 1.1 – Microsoft Fabric’s core capability pillars

Let’s review each pillar in detail in the next subsections:

  • Complete Analytics Platform
  • Lake-centric and open
  • Empower Every Business User
  • AI Powered

Complete analytics platform

While there is a standard pattern (for data warehouses or lakehouses) for typical analytics systems with well-defined components (such as ingestion, processing, and consumption), each of the components might need a different array of capabilities and might be well-served by a different...

Unified business model with universal compute capacity

As discussed earlier, when you build a data analytics system today, you typically combine multiple products—often from multiple vendors—to build different components in a single analytics system. This means computing capacity is provisioned and charged for the multiple components (for the multiple products used) in the system, such as data integration, data engineering, data warehousing, and business intelligence. This not only burdens you with managing the overall cost but also, when one of the components is idle, its capacity cannot be used by another component. Thus, this can cause significant wastage and overall increased Total Cost of Ownership (TCO).

Microsoft Fabric simplifies this whole experience of purchasing and managing computing resources with its universal compute capacity, which uses capacity units (CUs), as shown in Figure 1.9. Universal capacities provide the computing resources for all the engines...

Summary

In this chapter, you have learned about Microsoft Fabric as a unified platform. It provides all the natively integrated capabilities with which to design and build end-to-end analytics systems, all the way from Data Factory (for data ingestion) and Data Engineering (for data transformation) to Data Science, Data Warehouse, Real-Time Analytics, and Power BI for data visualization.

You also learned about core capabilities, such as OneLake and OneCopy, and how they break data silos and remove the need for data redundancy across different systems by using data storage format standardization (the open source Delta Lake format), which is used by all Fabric engines, making the platform open at every layer and able to avoid vendor lock-ins. You learned about shortcuts and how they let you create data virtualization layers for all your enterprise data (with multi-cloud support), providing access without the need for data movement and copying.

Finally, you learned about how the...

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Key benefits

  • Explore Microsoft Fabric and its features through real-world examples
  • Build data analytics solutions for lakehouses, data warehouses, real-time analytics, and data science
  • Monitor, manage, and administer your Fabric platform and analytics system to ensure flexibility, performance, security, and control
  • Purchase of the print or Kindle book includes a free PDF eBook

Description

Discover the capabilities of Microsoft Fabric, the premier unified solution designed for the AI era, seamlessly combining data integration, OneLake, transformation, visualization, universal security, and a unified business model. This book provides an overview of Microsoft Fabric, its components, and the wider analytics landscape. In this book, you'll explore workloads such as Data Factory, Synapse Data Engineering, data science, data warehouse, real-time analytics, and Power BI. You’ll learn how to build end-to-end lakehouse and data warehouse solutions using the medallion architecture, unlock the real-time analytics, and implement machine learning and AI models. As you progress, you’ll build expertise in monitoring workloads and administering Fabric across tenants, capacities, and workspaces. The book also guides you step by step through enhancing security and governance practices in Microsoft Fabric and implementing CI/CD workflows with Azure DevOps or GitHub. Finally, you’ll discover the power of Copilot, an AI-driven assistant that accelerates your analytics journey. By the end of this book, you’ll have unlocked the full potential of AI-driven data analytics, gaining a comprehensive understanding of the analytics landscape and mastery over the essential concepts and principles of Microsoft Fabric.

Who is this book for?

This book is for data professionals, including data analysts, data engineers, data scientists, data warehouse developers, ETL developers, business analysts, AI/ML professionals, software developers, and Chief Data Officers who want to build a future-ready data analytics solution for long-term success in the AI era. For PySpark and SQL students entering the data analytics field, this book offers a broad foundation for developing the skills to build end-to-end analytics systems for various use cases. Basic knowledge of SQL and Spark is assumed.

What you will learn

  • Get acquainted with the different services available in Microsoft Fabric
  • Build end-to-end data analytics solution to scale and manage high performance
  • Integrate data from different types of data sources
  • Apply transformation with Spark, Notebook, and T-SQL
  • Understand and implement real-time stream processing and data science capabilities
  • Perform end-to-end processes for building data analytics solutions in the AI era
  • Drive insights by leveraging Power BI for reporting and visualization
  • Improve productivity with AI assistance and Copilot integration

Product Details

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Publication date : Feb 29, 2024
Length: 338 pages
Edition : 1st
Language : English
ISBN-13 : 9781835084342
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Product Details

Publication date : Feb 29, 2024
Length: 338 pages
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Category :
Concepts :

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Table of Contents

18 Chapters
Part 1: An Introduction to Microsoft Fabric Chevron down icon Chevron up icon
Chapter 1: Overview of Microsoft Fabric and Understanding Its Different Concepts Chevron down icon Chevron up icon
Chapter 2: Understanding Different Workloads and Getting Started with Microsoft Fabric Chevron down icon Chevron up icon
Part 2: Building End-to-End Analytics Systems Chevron down icon Chevron up icon
Chapter 3: Building an End-to-End Analytics System – Lakehouse Chevron down icon Chevron up icon
Chapter 4: Building an End-to-End Analytics System – Data Warehouse Chevron down icon Chevron up icon
Chapter 5: Building an End-to-End Analytics System – Real-Time Analytics Chevron down icon Chevron up icon
Chapter 6: Building an End-to-End Analytics System – Data Science Chevron down icon Chevron up icon
Part 3: Administration and Monitoring Chevron down icon Chevron up icon
Chapter 7: Monitoring Overview and Monitoring Different Workloads Chevron down icon Chevron up icon
Chapter 8: Administering Fabric Chevron down icon Chevron up icon
Part 4: Security and Developer Experience Chevron down icon Chevron up icon
Chapter 9: Security and Governance Overview Chevron down icon Chevron up icon
Chapter 10: Continuous Integration and Continuous Deployment (CI/CD) Chevron down icon Chevron up icon
Part 5: AI Assistance with Copilot Integration Chevron down icon Chevron up icon
Chapter 11: Overview of AI Assistance and Copilot Integration Chevron down icon Chevron up icon
Index Chevron down icon Chevron up icon
Other Books You May Enjoy Chevron down icon Chevron up icon

Customer reviews

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Full star icon Full star icon Full star icon Full star icon Half star icon 4.6
(18 Ratings)
5 star 83.3%
4 star 5.6%
3 star 5.6%
2 star 0%
1 star 5.6%
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Vinicius Jul 19, 2024
Full star icon Full star icon Full star icon Full star icon Full star icon 5
Amazing book! It is a must-read for those who are learning Fabric or wants to remember some topics.
Subscriber review Packt
ricardo jose dos santos cruz Aug 20, 2024
Full star icon Full star icon Full star icon Full star icon Full star icon 5
Feefo Verified review Feefo
Bharat C. Ruparel Mar 30, 2024
Full star icon Full star icon Full star icon Full star icon Full star icon 5
If you want to get up to speed fast with Microsoft Fabric, look no further. This is a book that is well researched and written by two people who are ideally positioned to articulate it. And they have done a great job.
Amazon Verified review Amazon
Anjani Kumar Apr 10, 2024
Full star icon Full star icon Full star icon Full star icon Full star icon 5
Data engineering work has long grappled with the challenge of minimizing data replication. While the introduction of delta lake and underlying delta tables has improved matters, not everyone fully grasps their potential. However, Microsoft Fabric simplifies adoption of the concept of a unified data lake. While reading few chapters of This book, I strongly felt that this not only offers a step-by-step guide to using Microsoft Fabric but also dispels many misconceptions surrounding the topic.
Amazon Verified review Amazon
Ray Sep 07, 2024
Full star icon Full star icon Full star icon Full star icon Full star icon 5
This book is ideal for data professionals—analysts, engineers, and AI/ML experts—looking to build future-ready analytics solutions. It offers a solid foundation for PySpark and SQL students entering the field, with practical insights for developing end-to-end systems. A great resource for staying ahead in the AI-driven data landscape.
Amazon Verified review Amazon
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