
Expert Data Modeling with Power BI
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Expert Data Modeling with Power BI
By:
Overview of this book
This book is a comprehensive guide to understanding the ins and outs of data modeling and how to create data models using Power BI confidently.
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.
In this book, you'll explore how to use data modeling and navigation techniques to define relationships and create a data model before defining new metrics and performing custom calculations using modeling features. As you advance through the chapters, the book will demonstrate how to create full-fledged data models, enabling you to create efficient data models and simpler DAX code with new data modeling features. With the help of examples, you'll discover how you can solve business challenges by building optimal data models and changing your existing data models to meet evolving business requirements. 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.
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 reporting and data analytics.
Table of Contents (18 chapters)
Preface
Section 1: Data Modeling in Power BI
Chapter 1: Introduction to Data Modeling in Power BI
Chapter 2: Data Analysis eXpressions and Data Modeling
Section 2: Data Preparation in Query Editor
Chapter 3: Data Preparation in Power Query Editor
Chapter 4: Getting Data from Various Sources
Chapter 5: Common Data Preparation Steps
Chapter 6: Star Schema Preparation in Power Query Editor
Chapter 7: Data Preparation Common Best Practices
Section 3: Data Modeling
Chapter 8: Data Modeling Components
Chapter 9: Star Schema and Data Modeling Common Best Practices
Section 4: Advanced Data Modeling
Chapter 10: Advanced Data Modeling Techniques
Chapter 11: Row-Level Security
Chapter 12: Extra Options and Features Available for Data Modeling
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