Data Lakehouse in Action

person icon Packt Publishing

Data Lakehouse in Action

Data Lakehouse in Action

person icon Pradeep Menon

ebook icon Packt Publishing

language icon Language - English

updated on icon Updated on Jan, 2023

architecture icon Data & Analytics,Data Protection,Lakehouse


This eBook includes

Formats : PDF (Read Only)

Pages : 206

ISBN : 9781801815109

Language : English

About the Book

Book description

Propose a new scalable data architecture paradigm, Data Lakehouse, that addresses the limitations of current data architecture patterns

Key Features

  • Understand how data is ingested, stored, served, governed, and secured for enabling data analytics
  • Explore a practical way to implement Data Lakehouse using cloud computing platforms like Azure
  • Combine multiple architectural patterns based on an organization’s needs and maturity level

Book Description

The Data Lakehouse architecture is a new paradigm that enables large-scale analytics. This book will guide you in developing data architecture in the right way to ensure your organization's success.

The first part of the book discusses the different data architectural patterns used in the past and the need for a new architectural paradigm, as well as the drivers that have caused this change. It covers the principles that govern the target architecture, the components that form the Data Lakehouse architecture, and the rationale and need for those components. The second part deep dives into the different layers of Data Lakehouse. It covers various scenarios and components for data ingestion, storage, data processing, data serving, analytics, governance, and data security. The book's third part focuses on the practical implementation of the Data Lakehouse architecture in a cloud computing platform. It focuses on various ways to combine the Data Lakehouse pattern to realize macro-patterns, such as Data Mesh and Data Hub-Spoke, based on the organization's needs and maturity level. The frameworks introduced will be practical and organizations can readily benefit from their application.

By the end of this book, you'll clearly understand how to implement the Data Lakehouse architecture pattern in a scalable, agile, and cost-effective manner.

What you will learn

  • Understand the evolution of the Data Architecture patterns for analytics
  • Become well versed in the Data Lakehouse pattern and how it enables data analytics
  • Focus on methods to ingest, process, store, and govern data in a Data Lakehouse architecture
  • Learn techniques to serve data and perform analytics in a Data Lakehouse architecture
  • Cover methods to secure the data in a Data Lakehouse architecture
  • Implement Data Lakehouse in a cloud computing platform such as Azure
  • Combine Data Lakehouse in a macro-architecture pattern such as Data Mesh

Who this book is for

This book is for data architects, big data engineers, data strategists and practitioners, data stewards, and cloud computing practitioners looking to become well-versed with modern data architecture patterns to enable large-scale analytics. Basic knowledge of data architecture and familiarity with data warehousing concepts are required.

Data Lakehouse in Action

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Author Details

Packt Publishing

Packt Publishing

Founded in 2004 in Birmingham, UK, Packt's mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals.

Working towards that vision, we have published over 6,500 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done - whether that's specific learning on an emerging technology or optimizing key skills in more established tools.

As part of our mission, we have also awarded over $1,000,000 through our Open Source Project Royalty scheme, helping numerous projects become household names along the way.

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