Expert Data Modeling with Power BI - Second Edition: Enrich and optimize your data models to get the best out of Power BI for reporting and business n
暫譯: Power BI 專家數據建模 - 第二版:豐富和優化您的數據模型,以充分發揮 Power BI 在報告和商業分析中的潛力

Bakhshi, Soheil

  • 出版商: Packt Publishing
  • 出版日期: 2023-04-28
  • 售價: $2,210
  • 貴賓價: 9.5$2,100
  • 語言: 英文
  • 頁數: 698
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1803246243
  • ISBN-13: 9781803246246
  • 相關分類: Power BI
  • 立即出貨 (庫存=1)

相關主題

商品描述

Take your Power BI reports to the next level by learning various data modeling techniques and leveraging the latest features of Power BI effectively

Purchase of the print or Kindle book includes a free eBook in PDF format.

Key Features

  • Get an understanding of data modeling techniques using Power BI with this up-to-date guide
  • Learn how to define the relationships between data sets to extract valuable insights
  • Explore best practices for data preparation and modeling and build optimal data models to solve a wide variety of real-world business challenges

Book Description

This book is a comprehensive guide to understanding the ins and outs of data modeling and how to create full-fledged data models using Power BI confidently.

In this new, fully updated edition, you'll learn how to connect data from multiple sources, understand data, define and manage relationships between data, and shape data models to gain deep and detailed insights about your organization. As you advance through the chapters, the book will demonstrate how to prepare efficient data models in the Power Query Editor and use simpler DAX code with new data modeling features. You'll explore how to use the various data modeling and navigation techniques and perform custom calculations using the modeling features with the help of real-world examples. Finally, you'll learn how to use some new and advanced modeling features to enhance your data models to carry out a wide variety of complex tasks. Additionally, you'll learn valuable best practices and explore common data modeling complications and the solutions to supercharge the process of creating a data model in Power BI and build better-performing data models.

By the end of this Power BI book, you'll have gained the skills you need to structure data coming from multiple sources in different ways to create optimized data models that support high-performing reports and data analytics.

What you will learn

  • Implement virtual tables and time intelligence functionalities in DAX to build a powerful model
  • Identify Dimension and Fact tables and implement them in Power Query Editor
  • Deal with advanced data preparation scenarios while building Star Schema
  • Discover different hierarchies and their common pitfalls
  • Understand complex data models and how to decrease the level of model complexity with different approaches
  • Learn advanced data modeling techniques such as calculation groups, aggregations, incremental refresh, RLS/OLS, and more
  • Get well-versed with datamarts and dataflows in PowerBI

Who this book is for

This MS Power BI book is for BI users, data analysts, and analysis developers who want to become well-versed with data modeling techniques to make the most of Power BI. Basic working knowledge of Power BI and the Star Schema functionality are required to help you to understand the concepts covered in this book.

商品描述(中文翻譯)

將您的 Power BI 報告提升到新層次,學習各種數據建模技術並有效利用 Power BI 的最新功能。

購買印刷版或 Kindle 書籍可獲得免費的 PDF 格式電子書。

主要特點

- 使用這本最新指南了解使用 Power BI 的數據建模技術
- 學習如何定義數據集之間的關係,以提取有價值的見解
- 探索數據準備和建模的最佳實踐,構建最佳數據模型以解決各種現實世界的商業挑戰

書籍描述

這本書是理解數據建模的方方面面以及如何自信地使用 Power BI 創建完整數據模型的綜合指南。

在這個全新、完全更新的版本中,您將學習如何連接來自多個來源的數據,理解數據,定義和管理數據之間的關係,並塑造數據模型,以深入了解您的組織。隨著您逐步深入各章,這本書將演示如何在 Power Query 編輯器中準備高效的數據模型,並使用更簡單的 DAX 代碼和新的數據建模功能。您將探索如何使用各種數據建模和導航技術,並利用現實世界的範例進行自定義計算。最後,您將學習如何使用一些新的高級建模功能來增強您的數據模型,以執行各種複雜任務。此外,您還將學習有價值的最佳實踐,探索常見的數據建模複雜性及其解決方案,以加速在 Power BI 中創建數據模型的過程,並構建性能更佳的數據模型。

在這本 Power BI 書籍結束時,您將獲得所需的技能,以不同方式結構來自多個來源的數據,創建支持高性能報告和數據分析的優化數據模型。

您將學習的內容

- 在 DAX 中實現虛擬表和時間智能功能以構建強大的模型
- 識別維度表和事實表並在 Power Query 編輯器中實施
- 在構建星型架構時處理高級數據準備場景
- 發現不同的層級及其常見陷阱
- 理解複雜的數據模型以及如何通過不同的方法降低模型的複雜性
- 學習高級數據建模技術,如計算組、聚合、增量刷新、RLS/OLS 等
- 熟悉 Power BI 中的數據集市和數據流

本書適合誰

這本 MS Power BI 書籍適合 BI 使用者、數據分析師和分析開發者,他們希望熟悉數據建模技術,以充分利用 Power BI。需要具備 Power BI 和星型架構功能的基本工作知識,以幫助您理解本書中涵蓋的概念。

目錄大綱

1. Introduction to Data Modeling in Power BI
2. Data Analysis eXpressions and Data Modeling
3. Data Preparation in Power Query Editor
4. Getting Data from Various Sources
5. Common Data Preparation Steps
6. Star Schema Preparation In Power Query Editor
7. Data Preparation Common Best Practices
8. Data Modeling Components
9. Star Schema and Data Modeling Common Best Practices
10. Advanced Data Modeling Techniques
11. Row-Level and Object-Level Security
12. Dealing with More Advanced Data Warehousing Concepts in Power BI
13. Introduction to Dataflows
14. DirectQuery Connections to Power BI Datasets and Analysis Services in Composite Models
15. New Options, Features, and DAX Functions

目錄大綱(中文翻譯)

1. Introduction to Data Modeling in Power BI

2. Data Analysis eXpressions and Data Modeling

3. Data Preparation in Power Query Editor

4. Getting Data from Various Sources

5. Common Data Preparation Steps

6. Star Schema Preparation In Power Query Editor

7. Data Preparation Common Best Practices

8. Data Modeling Components

9. Star Schema and Data Modeling Common Best Practices

10. Advanced Data Modeling Techniques

11. Row-Level and Object-Level Security

12. Dealing with More Advanced Data Warehousing Concepts in Power BI

13. Introduction to Dataflows

14. DirectQuery Connections to Power BI Datasets and Analysis Services in Composite Models

15. New Options, Features, and DAX Functions