Practical Lakehouse Architecture

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Practical Lakehouse Architecture

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Author : Gaurav Ashok Thalpati
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2024-07-24

Practical Lakehouse Architecture written by Gaurav Ashok Thalpati and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-24 with Computers categories.

This concise yet comprehensive guide explains how to adopt a data lakehouse architecture to implement modern data platforms. It reviews the design considerations, challenges, and best practices for implementing a lakehouse and provides key insights into the ways that using a lakehouse can impact your data platform, from managing structured and unstructured data and supporting BI and AI/ML use cases to enabling more rigorous data governance and security measures. Practical Lakehouse Architecture shows you how to: Understand key lakehouse concepts and features like transaction support, time travel, and schema evolution Understand the differences between traditional and lakehouse data architectures Differentiate between various file formats and table formats Design lakehouse architecture layers for storage, compute, metadata management, and data consumption Implement data governance and data security within the platform Evaluate technologies and decide on the best technology stack to implement the lakehouse for your use case Make critical design decisions and address practical challenges to build a future-ready data platform Start your lakehouse implementation journey and migrate data from existing systems to the lakehouse

Practical Lakehouse Architecture

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Author : Gaurav Ashok Thalpati
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2024-07-24

Practical Lakehouse Architecture written by Gaurav Ashok Thalpati and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-24 with Computers categories.

This concise yet comprehensive guide explains how to adopt a data lakehouse architecture to implement modern data platforms. It reviews the design considerations, challenges, and best practices for implementing a lakehouse and provides key insights into the ways that using a lakehouse can impact your data platform, from managing structured and unstructured data and supporting BI and AI/ML use cases to enabling more rigorous data governance and security measures. Practical Lakehouse Architecture shows you how to: Understand key lakehouse concepts and features like transaction support, time travel, and schema evolution Understand the differences between traditional and lakehouse data architectures Differentiate between various file formats and table formats Design lakehouse architecture layers for storage, compute, metadata management, and data consumption Implement data governance and data security within the platform Evaluate technologies and decide on the best technology stack to implement the lakehouse for your use case Make critical design decisions and address practical challenges to build a future-ready data platform Start your lakehouse implementation journey and migrate data from existing systems to the lakehouse

The Practical Book Of Garden Architecture

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Author : Phebe Westcott Humphreys
language : en
Publisher:
Release Date : 1914

The Practical Book Of Garden Architecture written by Phebe Westcott Humphreys and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1914 with Architecture, Domestic categories.

Data Lakehouse In Action

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Author : Pradeep Menon
language : en
Publisher: Packt Publishing Ltd
Release Date : 2022-03-17

Data Lakehouse In Action written by Pradeep Menon and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-17 with Computers categories.

Propose a new scalable data architecture paradigm, Data Lakehouse, that addresses the limitations of current data architecture patterns Key FeaturesUnderstand how data is ingested, stored, served, governed, and secured for enabling data analyticsExplore a practical way to implement Data Lakehouse using cloud computing platforms like AzureCombine multiple architectural patterns based on an organization's needs and maturity levelBook 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 learnUnderstand the evolution of the Data Architecture patterns for analyticsBecome well versed in the Data Lakehouse pattern and how it enables data analyticsFocus on methods to ingest, process, store, and govern data in a Data Lakehouse architectureLearn techniques to serve data and perform analytics in a Data Lakehouse architectureCover methods to secure the data in a Data Lakehouse architectureImplement Data Lakehouse in a cloud computing platform such as AzureCombine Data Lakehouse in a macro-architecture pattern such as Data MeshWho 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.

A Sentimental And Practical Guide To Amesbury And Stonehenge

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Author : Florence Caroline Mathilda Antrobus
language : en
Publisher:
Release Date : 1913

A Sentimental And Practical Guide To Amesbury And Stonehenge written by Florence Caroline Mathilda Antrobus and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1913 with Amesbury (England) categories.

The Builder

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Author :
language : en
Publisher:
Release Date : 1887

The Builder written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1887 with Architecture categories.

Architectural Record

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Author :
language : en
Publisher:
Release Date : 1958

Architectural Record written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1958 with Architecture categories.

Journal

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Author :
language : en
Publisher:
Release Date : 1988

Journal written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Architecture categories.

Philip Webb

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Author : Sheila Kirk
language : en
Publisher: Academy Press
Release Date : 2005-04-15

Philip Webb written by Sheila Kirk and has been published by Academy Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-04-15 with Architecture categories.

This monograph explores the important work of Philip Webb, an influential architect and one of the founding fathers of the arts and crafts movement.

Progressive Architecture

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Author :
language : en
Publisher:
Release Date : 1990

Progressive Architecture written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with Architectural drawing categories.