Modern Data Architecture on AWS: A Practical Guide for Building Next-Gen Data Platforms on AWS
暫譯: AWS上的現代數據架構:構建下一代數據平台的實用指南
Irani, Behram
- 出版商: Packt Publishing
- 出版日期: 2023-08-31
- 售價: $1,880
- 貴賓價: 9.5 折 $1,786
- 語言: 英文
- 頁數: 420
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1801813396
- ISBN-13: 9781801813396
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相關分類:
Amazon Web Services
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商品描述
Discover all the essential design and architectural patterns in one place to help you rapidly build and deploy your modern data platform using AWS services
Key Features:
- Learn to build modern data platforms on AWS using data lakes and purpose-built data services
- Uncover methods of applying security and governance across your data platform built on AWS
- Find out how to operationalize and optimize your data platform on AWS
- Purchase of the print or Kindle book includes a free PDF eBook
Book Description:
Many IT leaders and professionals are adept at extracting data from a particular type of database and deriving value from it. However, designing and implementing an enterprise-wide holistic data platform with purpose-built data services, all seamlessly working in tandem with the least amount of manual intervention, still poses a challenge.
This book will help you explore end-to-end solutions to common data, analytics, and AI/ML use cases by leveraging AWS services. The chapters systematically take you through all the building blocks of a modern data platform, including data lakes, data warehouses, data ingestion patterns, data consumption patterns, data governance, and AI/ML patterns. Using real-world use cases, each chapter highlights the features and functionalities of numerous AWS services to enable you to create a scalable, flexible, performant, and cost-effective modern data platform.
By the end of this book, you'll be equipped with all the necessary architectural patterns and be able to apply this knowledge to efficiently build a modern data platform for your organization using AWS services.
What You Will Learn:
- Familiarize yourself with the building blocks of modern data architecture on AWS
- Discover how to create an end-to-end data platform on AWS
- Design data architectures for your own use cases using AWS services
- Ingest data from disparate sources into target data stores on AWS
- Build data pipelines, data sharing mechanisms, and data consumption patterns using AWS services
- Find out how to implement data governance using AWS services
Who this book is for:
This book is for data architects, data engineers, and professionals involved in building data platforms. The use case-driven approach taken in this book will help you conceptualize possible solutions to specific use cases, while also providing you with design patterns to build data platforms for any organization. Technical leaders and decision makers will also benefit from this book by gaining a perspective of what the overall data architecture looks like for their organization and how each component of the platform helps with their business needs.
商品描述(中文翻譯)
在一個地方發現所有必要的設計和架構模式,幫助您快速構建和部署使用 AWS 服務的現代數據平台
主要特點:
- 學習如何使用數據湖和專用數據服務在 AWS 上構建現代數據平台
- 揭示如何在基於 AWS 的數據平台上應用安全性和治理的方法
- 了解如何在 AWS 上運營和優化您的數據平台
- 購買印刷版或 Kindle 書籍包括免費 PDF 電子書
書籍描述:
許多 IT 領導者和專業人士擅長從特定類型的數據庫中提取數據並從中獲取價值。然而,設計和實施一個企業範圍內的整體數據平台,並使用專用數據服務,所有服務無縫協作且最少手動干預,仍然是一個挑戰。
本書將幫助您通過利用 AWS 服務探索針對常見數據、分析和 AI/ML 用例的端到端解決方案。各章節系統性地帶您了解現代數據平台的所有構建塊,包括數據湖、數據倉庫、數據攝取模式、數據消費模式、數據治理和 AI/ML 模式。每章使用真實世界的用例,突顯多種 AWS 服務的特性和功能,使您能夠創建一個可擴展、靈活、高效且具成本效益的現代數據平台。
在本書結束時,您將掌握所有必要的架構模式,並能夠將這些知識應用於高效構建使用 AWS 服務的現代數據平台。
您將學到什麼:
- 熟悉 AWS 上現代數據架構的構建塊
- 發現如何在 AWS 上創建端到端數據平台
- 使用 AWS 服務為自己的用例設計數據架構
- 從不同來源將數據攝取到 AWS 上的目標數據存儲
- 使用 AWS 服務構建數據管道、數據共享機制和數據消費模式
- 了解如何使用 AWS 服務實施數據治理
本書適合誰:
本書適合數據架構師、數據工程師和參與構建數據平台的專業人士。本書採取的用例驅動方法將幫助您構思針對特定用例的可能解決方案,同時為您提供設計模式,以便為任何組織構建數據平台。技術領導者和決策者也將從本書中受益,獲得對其組織整體數據架構的視角,以及平台的每個組件如何滿足其業務需求。