Book Image

Hands-On Business Intelligence with DAX

By : Ian Horne
Book Image

Hands-On Business Intelligence with DAX

By: Ian Horne

Overview of this book

Data Analysis Expressions (DAX) is known for its ability to increase efficiency by extracting new information from data that is already present in your model. With this book, you’ll learn to use DAX’s functionality and flexibility in the BI and data analytics domains. You’ll start by learning the basics of DAX, along with understanding the importance of good data models, and how to write efficient DAX formulas by using variables and formatting styles. You’ll then explore how DAX queries work with the help of examples. The book will guide you through optimizing the BI workflow by writing powerful DAX queries. Next, you’ll learn to manipulate and load data of varying complexity within Microsoft products such as Power BI, SQL Server, and Excel Power Pivot. You’ll then discover how to build and extend your data models to gain additional insights, before covering progressive DAX syntax and functions to understand complex relationships in DAX. Later, you’ll focus on important DAX functions, specifically those related to tables, date and time, filtering, and statistics. Finally, you’ll delve into advanced topics such as how the formula and storage engines work to optimize queries. By the end of this book, you’ll have gained hands-on experience in employing DAX to enhance your data models by extracting new information and gaining deeper insights.
Table of Contents (18 chapters)
1
Section 1: Introduction to DAX for the BI Pro
7
Section 2: Understanding DAX Functions and Syntax
14
Section 3: Taking DAX to the Next Level

What is DAX?

In this chapter, you will begin your journey to mastering the use of DAX with a brief introduction to the DAX language itself. We'll look at what it is and why, as a Business Intelligence (BI) professional, you need to learn it if you want to unleash the full power of Excel Power Pivot, Analysis Services, or Power BI.

By the end of this chapter, you will be introduced to the different groups of functions and operators available and the differences between calculated columns and measures, and you will have started your understanding of evaluation contexts. This chapter will round off with a look at how you can alter how filters affect measures by using one of the most important DAX functions, the CALCULATE function.

This chapter is broken down into the following sections:

  • Introducing DAX
  • Working with data types and operators
  • Working with calculated columns and measures
  • Evaluation contexts – part 1
  • Using the CALCULATE function