Building a Data Warehouse: With Examples in SQL Server

Vincent Rainardi

Building a Data Warehouse: With Examples in SQL Server
  • 出版商: Apress
  • 出版日期: 2008-01-07
  • 售價: $4,120
  • 貴賓價: 9.5 折 $3,914
  • 語言: 英文
  • 頁數: 523
  • 裝訂: Hardcover
  • ISBN: 1590599314
  • ISBN-13: 9781590599310
  • 相關分類: MSSQL、SQL

    • 海外代購書籍(需單獨結帳)

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Description 

Building a Data Warehouse: With Examples in SQL Server describes how to build a data warehouse completely from scratch and shows practical examples on how to do it. Author Vincent Rainardi also describes some practical issues he has experienced that developers are likely to encounter in their first data warehousing project, along with solutions and advice. The RDBMS used in the examples is SQL Server; the version will not be an issue as long as the user has SQL Server 2005 or later.

The book is organized as follows. In the beginning of this book (Chapters 1 through 6), you learn how to build a data warehouse, for example, defining the architecture, understanding the methodology, gathering the requirements, designing the data models, and creating the databases. Then in Chapters 7 through 10, you learn how to populate the data warehouse, for example, extracting from source systems, loading the data stores, maintaining data quality, and utilizing the metadata. After you populate the data warehouse, in Chapters 11 through 15, you explore how to present data to users using reports and multidimensional databases and how to use the data in the data warehouse for business intelligence, customer relationship management, and other purposes. Chapters 16 and 17 wrap up the book: After you have built your data warehouse, before it can be released to production, you need to test it thoroughly. After your application is in production, you need to understand how to administer data warehouse operation.

What you’ll learn

  • A detailed understanding of what it takes to build a data warehouse
  • The implementation code in SQL Server to build the data warehouse
  • Dimensional modeling, data extraction methods, data warehouse loading, populating dimension and fact tables, data quality, data warehouse architecture, and database design
  • Practical data warehousing applications such as business intelligence reports, analytics applications, and customer relationship management

商品描述(中文翻譯)

描述

《使用SQL Server建立資料倉儲：附帶實例》詳細說明了如何從頭開始建立一個資料倉儲，並提供實際的範例。作者Vincent Rainardi還描述了他在第一個資料倉儲專案中遇到的一些實際問題，以及解決方案和建議。範例中使用的關聯式資料庫管理系統是SQL Server，只要使用者擁有SQL Server 2005或更新版本，版本問題就不會成為問題。

本書的組織如下。在本書的開頭（第1章到第6章），您將學習如何建立資料倉儲，例如定義架構、了解方法論、收集需求、設計資料模型和建立資料庫。然後在第7章到第10章，您將學習如何填充資料倉儲，例如從來源系統提取數據、加載數據存儲、維護數據質量和利用元數據。在填充資料倉儲之後，在第11章到第15章，您將探索如何使用報表和多維數據庫向用戶呈現數據，以及如何在商業智能、客戶關係管理和其他用途中使用資料倉儲中的數據。第16章和第17章總結了本書：在建立資料倉儲之後，在其能夠投入生產之前，您需要對其進行全面的測試。在應用程序投入生產後，您需要了解如何管理資料倉儲的運作。

您將學到什麼

- 了解建立資料倉儲所需的詳細知識
- 使用SQL Server實現建立資料倉儲的程式碼
- 維度建模、數據提取方法、資料倉儲加載、填充維度和事實表、數據質量、資料倉儲架構和資料庫設計
- 實際的資料倉儲應用，如商業智能報表、分析應用和客戶關係管理

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