Data Modeling with Microsoft Excel: Model and analyze data using Power Pivot, DAX, and Cube functions
暫譯: 使用 Microsoft Excel 進行資料建模:利用 Power Pivot、DAX 和 Cube 函數建模與分析資料
Boateng, Bernard Obeng
- 出版商: Packt Publishing
- 出版日期: 2023-11-30
- 售價: $1,520
- 貴賓價: 9.5 折 $1,444
- 語言: 英文
- 頁數: 316
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1803240288
- ISBN-13: 9781803240282
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相關分類:
Excel
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商品描述
Save time analyzing volumes of data using a structured method to extract, model, and create insights from your data
Key Features:
- Acquire expertise in using Excel's Data Model and Power Pivot to connect and analyze multiple sources of data
- Create key performance indicators for decision making using DAX and Cube functions
- Apply your knowledge of Data Model to build an interactive dashboard that delivers key insights to your users
- Purchase of the print or Kindle book includes a free PDF eBook
Book Description:
Microsoft Excel's BI solutions have evolved, offering users more flexibility and control over analyzing data directly in Excel. Features like PivotTables, Data Model, Power Query, and Power Pivot empower Excel users to efficiently get, transform, model, aggregate, and visualize data.
Data Modeling with Microsoft Excel offers a practical way to demystify the use and application of these tools using real-world examples and simple illustrations.
This book will introduce you to the world of data modeling in Excel, as well as definitions and best practices in data structuring for both normalized and denormalized data. The next set of chapters will take you through the useful features of Data Model and Power Pivot, helping you get to grips with the types of schemas (snowflake and star) and create relationships within multiple tables. You'll also understand how to create powerful and flexible measures using DAX and Cube functions.
By the end of this book, you'll be able to apply the acquired knowledge in real-world scenarios and build an interactive dashboard that will help you make important decisions.
What You Will Learn:
- Implement the concept of data modeling within and beyond Excel
- Get, transform, model, aggregate, and visualize data with Power Query
- Understand best practices for data structuring in MS Excel
- Build powerful measures using DAX from the Data Model
- Generate flexible calculations using Cube functions
- Design engaging dashboards for your users
Who this book is for:
This book is for Excel users looking for hands-on and effective methods to manage and analyze large volumes of data within Microsoft Excel using Power Pivot. Whether you're new or already familiar with Excel's data analytics tools, this book will give you further insights on how you can apply Power Pivot, Data Model, DAX measures, and Cube functions to save time on routine data management tasks. An understanding of Excel's features like tables, PivotTable, and some basic aggregating functions will be helpful but not necessary to make the most of this book.
商品描述(中文翻譯)
使用結構化方法來分析大量數據,節省時間以提取、建模並從數據中創造洞察
主要特點:
- 掌握使用 Excel 的數據模型和 Power Pivot 來連接和分析多個數據來源的專業技能
- 使用 DAX 和 Cube 函數創建決策所需的關鍵績效指標
- 應用您對數據模型的知識,構建一個互動式儀表板,為用戶提供關鍵洞察
- 購買印刷版或 Kindle 書籍包括免費 PDF 電子書
書籍描述:
Microsoft Excel 的商業智慧(BI)解決方案已經演變,為用戶提供了更多靈活性和控制權,以便直接在 Excel 中分析數據。像樞紐分析表、數據模型、Power Query 和 Power Pivot 等功能使 Excel 用戶能夠高效地獲取、轉換、建模、聚合和可視化數據。
《使用 Microsoft Excel 進行數據建模》提供了一種實用的方法,通過現實世界的例子和簡單的插圖來揭開這些工具的使用和應用的神秘面紗。
本書將介紹 Excel 中的數據建模世界,以及對於標準化和非標準化數據的數據結構定義和最佳實踐。接下來的章節將帶您了解數據模型和 Power Pivot 的有用功能,幫助您掌握不同類型的架構(雪花型和星型)並在多個表之間創建關係。您還將了解如何使用 DAX 和 Cube 函數創建強大而靈活的度量。
在本書結束時,您將能夠在現實世界的場景中應用所獲得的知識,並構建一個互動式儀表板,幫助您做出重要決策。
您將學到的內容:
- 在 Excel 內部及外部實施數據建模的概念
- 使用 Power Query 獲取、轉換、建模、聚合和可視化數據
- 了解 MS Excel 中數據結構的最佳實踐
- 使用數據模型中的 DAX 創建強大的度量
- 使用 Cube 函數生成靈活的計算
- 為您的用戶設計引人入勝的儀表板
本書適合誰:
本書適合希望使用 Power Pivot 在 Microsoft Excel 中管理和分析大量數據的 Excel 用戶。無論您是新手還是已經熟悉 Excel 的數據分析工具,本書將為您提供進一步的見解,幫助您了解如何應用 Power Pivot、數據模型、DAX 度量和 Cube 函數,以節省日常數據管理任務的時間。了解 Excel 的功能,如表格、樞紐分析表和一些基本的聚合函數將會有幫助,但並不是充分利用本書的必要條件。