Modern Data Architecture on Azure: Design Data-Centric Solutions on Microsoft Azure
暫譯: Azure上的現代數據架構:在Microsoft Azure上設計以數據為中心的解決方案
Lad, Sagar
- 出版商: Apress
- 出版日期: 2023-11-08
- 售價: $1,800
- 貴賓價: 9.5 折 $1,710
- 語言: 英文
- 頁數: 206
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1484297598
- ISBN-13: 9781484297599
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相關分類:
Microsoft Azure
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商品描述
This book is an exhaustive guide to designing and implementing data solutions on Azure. It covers the process of managing data from end to end, starting from data collection all the way through transformation, distribution, and consumption.
Modern Data Architecture on Azure begins with an introduction to the fundaments of data management, followed by a demonstration of how to build relational and non-relational data solutions on Azure. Here, you will learn data processing for complex analysis and how to work with CSV and JSON files. Moving forward, you will learn the foundational concepts of big data architecture, along with data management patterns and technology options offered by Azure. From there, you'll be walked through the data architecture process, including data consortium on Azure, enterprise data governance, and much more. The book culminates with a deep dive into data architecture frameworks with data modeling.
After reading this book, you will have a thorough understanding of data design and analytics using Azure, allowing you to collect and analyze massive amounts of data to optimize business performance, forecast future results, and more.
What Will You Learn
- Understand the fundamentals of data architecture including data management, data handling ethics, data governance, and metadata management
- Analyze and understand business needs to choose the right Azure services and make informed business decisions
- Understand Azure Cloud Data design patterns for relational and non-relational data, batch real-time processing, and ETL/ELT pipelines
- Modernize data architecture using Azure to leverage data and AI to enable digital transformation by securing and optimizing overall data lifecycle management
Who Is This Book For:
Data solution architects, data engineers, and IT consultants who want to gain a better understanding of modern data architecture design and implementation on Azure.商品描述(中文翻譯)
這本書是設計和實施 Azure 上數據解決方案的全面指南。它涵蓋了從數據收集到轉換、分發和消費的端到端數據管理過程。
《Modern Data Architecture on Azure》首先介紹數據管理的基本原則,接著展示如何在 Azure 上構建關聯和非關聯數據解決方案。在這裡,您將學習用於複雜分析的數據處理,以及如何處理 CSV 和 JSON 文件。接下來,您將學習大數據架構的基本概念,以及 Azure 提供的數據管理模式和技術選項。然後,您將了解數據架構過程,包括 Azure 上的數據聯盟、企業數據治理等內容。這本書的最後部分深入探討數據架構框架及數據建模。
閱讀完這本書後,您將對使用 Azure 進行數據設計和分析有透徹的理解,使您能夠收集和分析大量數據,以優化業務表現、預測未來結果等。
您將學到什麼
- 理解數據架構的基本原則,包括數據管理、數據處理倫理、數據治理和元數據管理
- 分析和理解業務需求,以選擇合適的 Azure 服務並做出明智的商業決策
- 理解 Azure 雲數據設計模式,適用於關聯和非關聯數據、批量實時處理以及 ETL/ELT 管道
- 使用 Azure 現代化數據架構,利用數據和人工智慧推動數位轉型,確保和優化整體數據生命周期管理
這本書適合誰:數據解決方案架構師、數據工程師和 IT 顧問,想要更好地理解 Azure 上現代數據架構的設計和實施。
作者簡介
Sagar Lad is an Azure Data Solution Architect working with a leading multinational software company who has deep expertise in implementing data management and analytics solutions for large enterprises using cloud and artificial intelligence. He is an experienced Azure cloud evangelist with a strong focus on driving cloud adoption for enterprise organizations using Microsoft Cloud Solutions with more than ten years of IT experience. He loves blogging and is an active blogger on Medium, LinkedIn, and the C# Corner developer community. He was awarded the C# Corner MVP in September 2021 for his contributions to the developer community.
作者簡介(中文翻譯)
Sagar Lad 是一位 Azure 數據解決方案架構師,任職於一家領先的跨國軟體公司,擁有在大型企業中實施數據管理和分析解決方案的深厚專業知識,並利用雲端和人工智慧技術。他是一位經驗豐富的 Azure 雲端推廣者,專注於推動企業組織採用 Microsoft Cloud Solutions,擁有超過十年的 IT 經驗。他熱愛寫作,並在 Medium、LinkedIn 和 C# Corner 開發者社群中積極部落格發表。他於 2021 年 9 月因對開發者社群的貢獻而獲得 C# Corner MVP 獎項。