This comprehensive and authoritative guide will teach you the DAX language for business intelligence, data modeling, and analytics. Leading Microsoft BI consultants Marco Russo and Alberto Ferrari help you master everything from table functions through advanced code and model optimization. Youβll le
Pro Dax with Power Bi: Business Intelligence with Powerpivot and SQL Server Analysis Services Tabular
β Scribed by Philip Seamark; Tom Martens
- Publisher
- Apress
- Year
- 2019
- Tongue
- English
- Leaves
- 376
- Edition
- Paperback
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
Learn the intricate workings of DAX and the mechanics that are necessary to solve advanced Power BI challenges. This book is all about DAX (Data Analysis Expressions), the formula language used in Power BI--Microsoft's leading self-service business intelligence application--and covers other products such as PowerPivot and SQL Server Analysis Services Tabular. You will learn how to leverage the advanced applications of DAX to solve complex tasks.
Often a task seems complex due to a lack of understanding, or a misunderstanding of core principles, and how certain components interact with each other. The authors of this book use solutions and examples to teach you how to solve complex problems. They explain the intricate workings of important concepts such as Filter Context and Context Transition. You will learn how Power BI, through combining DAX building blocks (such as measures, table filtering, and data lineage), can yield extraordinary analytical power. ThroughoutPro Dax with Power BIthese building blocks are used to create and compose solutions for advanced DAX problems, so you can independently build solutions to your own complex problems, and gain valuable insight from your data.
What You Will Learn
Understand the intricate workings of DAX to solve advanced problems
Deconstruct problems into manageable parts in order to create your own recipes
Apply predefined solutions for addressing problems, and link back step-by-step to the mechanics of DAX, to know the foundation of this powerful query language
Get fully on board with DAX, a new and evolving language, by learning best practices
Who This Book Is For
Anyone who wants to use Power BI to build advanced and complex models. Some experience writing DAX is helpful, but not essential if you have experience with other data query languages such as MDX or SQL.
β¦ Table of Contents
Front Matter ....Pages i-xiii
Front Matter ....Pages 1-1
DAX Mechanics (Philip Seamark, Thomas Martens)....Pages 3-20
Data Modeling (Philip Seamark, Thomas Martens)....Pages 21-53
DAX Lineage (Philip Seamark, Thomas Martens)....Pages 55-73
Front Matter ....Pages 75-75
This Weird Context Thing (Philip Seamark, Thomas Martens)....Pages 77-90
Filtering in DAX (Philip Seamark, Thomas Martens)....Pages 91-117
Iterators (Philip Seamark, Thomas Martens)....Pages 119-144
Filtering Using Measures (Philip Seamark, Thomas Martens)....Pages 145-163
Front Matter ....Pages 165-165
Using DAX to Solve Advanced Reporting Requirements (Philip Seamark, Thomas Martens)....Pages 167-197
Time Intelligence (Philip Seamark, Thomas Martens)....Pages 199-234
Finding Whatβs Not There (Philip Seamark, Thomas Martens)....Pages 235-257
Row-Level Security (Philip Seamark, Thomas Martens)....Pages 259-281
Front Matter ....Pages 283-283
DAX Studio (Philip Seamark, Thomas Martens)....Pages 285-306
Query Plans (Philip Seamark, Thomas Martens)....Pages 307-339
Scale Your Models (Philip Seamark, Thomas Martens)....Pages 341-368
Back Matter ....Pages 369-376
π SIMILAR VOLUMES
What is DAX? -- Introducing DAX -- Using basic table functions -- Understanding evaluation contexts -- Understanding Calculate and Calculatetable -- DAX examples -- Time intelligence calculations -- Statistical functions -- Advanced table functions -- Advanced evaluation context -- Handling hierarch
This comprehensive and authoritative guide will teach you the DAX language for business intelligence, data modeling, and analytics. Leading Microsoft BI consultants Marco Russo and Alberto Ferrari help you master everything from table functions through advanced code and model optimization. You ll le
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