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Data Cleaning with Power BI

You're reading from   Data Cleaning with Power BI The definitive guide to transforming dirty data into actionable insights

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Product type Paperback
Published in Feb 2024
Publisher
ISBN-13 9781805126409
Length 340 pages
Edition 1st Edition
Languages
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Author (1):
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Gus Frazer Gus Frazer
Author Profile Icon Gus Frazer
Gus Frazer
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Table of Contents (23) Chapters Close

Preface 1. Part 1 – Introduction and Fundamentals FREE CHAPTER
2. Chapter 1: Introduction to Power BI Data Cleaning 3. Chapter 2: Understanding Data Quality and Why Data Cleaning is Important 4. Chapter 3: Data Cleaning Fundamentals and Principles 5. Chapter 4: The Most Common Data Cleaning Operations 6. Part 2 – Data Import and Query Editor
7. Chapter 5: Importing Data into Power BI 8. Chapter 6: Cleaning Data with Query Editor 9. Chapter 7: Transforming Data with the M Language 10. Chapter 8: Using Data Profiling for Exploratory Data Analysis (EDA) 11. Part 3 – Advanced Data Cleaning and Optimizations
12. Chapter 9: Advanced Data Cleaning Techniques 13. Chapter 10: Creating Custom Functions in Power Query 14. Chapter 11: M Query Optimization 15. Chapter 12: Data Modeling and Managing Relationships 16. Part 4 – Paginated Reports, Automations, and OpenAI
17. Chapter 13: Preparing Data for Paginated Reporting 18. Chapter 14: Automating Data Cleaning Tasks with Power Automate 19. Chapter 15: Making Life Easier with OpenAI 20. Assessments 21. Index 22. Other Books You May Enjoy

Optimizing efficiency with OpenAI, ChatGPT, and DAX

Azure OpenAI is a cutting-edge natural language processing service that empowers applications to understand, generate, and interact with human-like text. For those not familiar with Azure, Azure is a cloud computing platform and set of services provided by Microsoft. It offers a wide range of services for computing, analytics, storage, and networking, allowing businesses to build, deploy, and manage applications and services through Microsoft-managed data centers.

Its ability to comprehend contextual nuances makes it an ideal companion for data cleaning in Power BI. OpenAI’s impressive AI features are an excellent addition to the plethora of AI services already available within Azure, as highlighted in the following screenshot:

Figure 15.1 – Screenshot of the Azure AI services within the Azure portal

When we begin looking at use cases for where OpenAI can begin to assist us in preparing...

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