Understanding Azure Data Factory: Operationalizing Big Data and Advanced Analytics Solutions
暫譯: 理解 Azure Data Factory:運用大數據與進階分析解決方案

Sudhir Rawat

  • 出版商: Apress
  • 出版日期: 2018-12-19
  • 售價: $2,350
  • 貴賓價: 9.5$2,233
  • 語言: 英文
  • 頁數: 380
  • 裝訂: Paperback
  • ISBN: 1484241215
  • ISBN-13: 9781484241219
  • 相關分類: Microsoft Azure大數據 Big-data
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

Improve your analytics and data platform to solve major challenges, including operationalizing big data and advanced analytics workloads on Azure. You will learn how to monitor complex pipelines, set alerts, and extend your organization's custom monitoring requirements.


This book starts with an overview of the Azure Data Factory as a hybrid ETL/ELT orchestration service on Azure. The book then dives into data movement and the connectivity capability of Azure Data Factory. You will learn about the support for hybrid data integration from disparate sources such as on-premise, cloud, or from SaaS applications. Detailed guidance is provided on how to transform data and on control flow. Demonstration of operationalizing the pipelines and ETL with SSIS is included. You will know how to leverage Azure Data Factory to run existing SSIS packages. As you advance through the book, you will wrap up by learning how to create a single pane for end-to-end monitoring, which is a key skill in building advanced analytics and big data pipelines.

 
What You'll Learn
  • Understand data integration on Azure cloud
  • Build and operationalize an ADF pipeline
  • Modernize a data warehouse
  • Be aware of performance and security considerations while moving data 

Who This Book Is For
Data engineers and big data developers. ETL (extract, transform, load) developers also will find the book useful in demonstrating various operations.

商品描述(中文翻譯)

改善您的分析和數據平台,以解決主要挑戰,包括在 Azure 上運行大數據和高級分析工作負載。您將學習如何監控複雜的管道、設置警報,並擴展您組織的自定義監控需求。

本書首先概述了 Azure Data Factory 作為 Azure 上的混合 ETL/ELT 編排服務。接著,本書深入探討數據移動和 Azure Data Factory 的連接能力。您將了解如何支持來自不同來源的混合數據整合,例如本地、雲端或來自 SaaS 應用程序。提供了有關如何轉換數據和控制流程的詳細指導。還包括如何運行管道和使用 SSIS 進行 ETL 的示範。您將知道如何利用 Azure Data Factory 運行現有的 SSIS 套件。隨著您逐步深入本書,您將學會如何創建一個端到端監控的單一視窗,這是構建高級分析和大數據管道的關鍵技能。

您將學到的內容:
- 理解 Azure 雲端上的數據整合
- 建立並運行 ADF 管道
- 現代化數據倉庫
- 在移動數據時注意性能和安全考量

本書適合對象:
數據工程師和大數據開發人員。ETL(提取、轉換、加載)開發人員也會發現本書在演示各種操作方面非常有用。