Leveraging AI Insights & Text Analytics in Power BI

Power BI 2023    |    Beginner
  • 15 videos | 2h 14m 1s
  • Includes Assessment
  • Earns a Badge
Rating 4.3 of 8 users Rating 4.3 of 8 users (8)
Power BI's artificial intelligence (AI) capabilities offer a remarkable blend of data analytics and artificial intelligence. Power BI empowers users to unlock hidden patterns, generate predictive forecasts, and gain a deeper understanding of their data without requiring extensive data science expertise. You will start this course by generating insights on data and reports. You will explore how to generate these insights on datasets, reports, and even dashboard tiles. You'll also learn how to harness AI to explain fluctuations in your data. Next, you will learn how to perform text analytics in Power BI. You will explore how to use the Text APIs for language recognition, key phrase extraction, and sentiment analysis. Finally, you will use image analytics in Power BI by loading a dataset of images and generating tags for each set.

WHAT YOU WILL LEARN

  • Discover the key concepts covered in this course
    Provide an overview of artificial intelligence (ai) features in power bi
    Read data into power bi and generate ai insights on the data
    Recall the importance of data insights
    Optimize and clean data for ai insights
    Generate insights on reports
    Analyze insights on reports
    Generate insights on dashboard tiles
  • Explain fluctuations in visuals
    View categories where distributions vary
    Perform language detection
    Perform key phrase extraction
    Perform sentiment analysis
    Perform image tagging
    Summarize the key concepts covered in this course

IN THIS COURSE

  • 1m 57s
    In this video, we will discover the key concepts covered in this course. FREE ACCESS
  • 12m 29s
    After completing this video, you will be able to provide an overview of artificial intelligence (AI) features in Power BI. FREE ACCESS
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    3.  Generating AI Insights on Datasets
    10m 33s
    In this video, find out how to read data into Power BI and generate AI insights on the data. FREE ACCESS
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    4.  Importance of Data in Generating Insights
    7m 31s
    Learn how to recall the importance of data insights. FREE ACCESS
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    5.  Optimizing Data for Better Insights
    9m 45s
    During this video, you will learn how to optimize and clean data for AI insights. FREE ACCESS
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    6.  Extracting Insights from Reports
    8m 4s
    Find out how to generate insights on reports. FREE ACCESS
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    7.  Analyzing Insights from Reports
    10m 40s
    In this video, learn how to analyze insights on reports. FREE ACCESS
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    8.  Viewing Insights from Dashboard Tiles
    5m 54s
    Discover how to generate insights on dashboard tiles. FREE ACCESS
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    9.  Explaining Fluctuations in Visuals
    13m 29s
    Learn how to explain fluctuations in visuals. FREE ACCESS
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    10.  Discovering Where Distributions Vary
    13m 24s
    During this video, you will learn how to view categories where distributions vary. FREE ACCESS
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    11.  Performing Language Detection Using Text Analytics
    10m 19s
    Find out how to perform language detection. FREE ACCESS
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    12.  Performing Key Phrase Extraction Using Text Analytics
    7m 55s
    In this video, find out how to perform key phrase extraction. FREE ACCESS
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    13.  Performing Sentiment Scoring with Text Analytics
    8m 21s
    In this video, discover how to perform sentiment analysis. FREE ACCESS
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    14.  Executing Image Tagging Using Vision Analytics
    11m 7s
    In this video, you will learn how to perform image tagging. FREE ACCESS
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    15.  Course Summary
    2m 35s
    In this video, we will summarize the key concepts covered in this course. FREE ACCESS

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