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Artificial Intelligence with Power BI

You're reading from   Artificial Intelligence with Power BI Take your data analytics skills to the next level by leveraging the AI capabilities in Power BI

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Product type Paperback
Published in Apr 2022
Publisher Packt
ISBN-13 9781801814638
Length 348 pages
Edition 1st Edition
Languages
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Author (1):
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Mary-Jo Diepeveen Mary-Jo Diepeveen
Author Profile Icon Mary-Jo Diepeveen
Mary-Jo Diepeveen
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Table of Contents (18) Chapters Close

Preface 1. Part 1: AI Fundamentals
2. Chapter 1: Introducing AI in Power BI FREE CHAPTER 3. Chapter 2: Exploring Data in Power BI 4. Chapter 3: Data Preparation 5. Part 2: Out-of-the-Box AI Features
6. Chapter 4: Forecasting Time-Series Data 7. Chapter 5: Detecting Anomalies in Your Data Using Power BI 8. Chapter 6: Using Natural Language to Explore Data with the Q&A Visual 9. Chapter 7: Using Cognitive Services 10. Chapter 8: Integrating Natural Language Understanding with Power BI 11. Chapter 9: Integrating an Interactive Question and Answering App into Power BI 12. Chapter 10: Getting Insights from Images with Computer Vision 13. Part 3: Create Your Own Models
14. Chapter 11: Using Automated Machine Learning with Azure and Power BI 15. Chapter 12: Training a Model with Azure Machine Learning 16. Chapter 13: Responsible AI 17. Other Books You May Enjoy

Using forecasting in Power BI

We collected historical data and imported it into Power BI, and we considered the limitations of forecasting in Power BI. Now, let's go through the steps of adding a forecast to a line chart in Power BI and how to configure it.

Before you walk through the following steps, make sure you have imported the tourism dataset into Power BI, as described in the Using an example – tourism data section.

Once you have imported the dataset into Power BI, you should have a table or query named tourism-data that consists of two fields: Period (categorized as date) and Total tourists (categorized as whole number):

  1. Create a line chart with Year on the axis and Total tourists as the values.
  2. Select Expand all down to go down two levels in the hierarchy. You should have a line chart, as shown in Figure 4.8:

Figure 4.8 – A line chart of Total tourists by Year

This means that we visualized the amount of...

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