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Artificial intelligence with Microsoft Power BI : simpler AI for the enterprise / Jennifer Stirrup & Thomas J. Weinandy.

By: Contributor(s): Publisher: Sebastopol, CA : O'Reilly Media, ©2024Copyright date: ©2024Edition: First editionDescription: 454 pages illustrations 24 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9781098112752
Subject(s): Genre/Form: LOC classification:
  • HF5548.4.M5258 S75 2024
Contents:
Getting started with AI in the enterprise: your data -- A great foundation: AI and data modeling -- Blueprint for AI in the enterprise -- Automating data exploration and editing -- Working with time series data -- Cluster analysis and segmentation -- Diving deeper: using Azure AI services -- Text analytics -- Image tagging -- Custom machine learning models -- Data science languages: Python and R in Power BI -- Making your AI production-ready with Power BI -- The AI feedback loop.
Summary: Advance your Power BI skills by adding AI to your repertoire at a practice level. With this practical book, business-oriented data analysts and developers will learn the terminologies, practices, and strategy necessary to successfully incorporate AI into your business intelligence estate. Jennifer Stirrup, CEO of AI and BI leadership consultancy Data Relish, and Thomas Weinandy, research economist at Upside, show you how to use data already available to your organization. Springboarding from the skills that you already possess, this book adds AI to your organization's technical capability and expertise with Microsoft Power BI. By using your conceptual knowledge of BI, you'll learn how to choose the right model for your AI work and identify its value and validity.
Item type: BOOKS
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Alfaisal University On Shelf Alfaisal University On Shelf HF5548.4.M5258 S75 2024 (Browse shelf(Opens below)) Available AU00000000021236
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Includes index.

Getting started with AI in the enterprise: your data -- A great foundation: AI and data modeling -- Blueprint for AI in the enterprise -- Automating data exploration and editing -- Working with time series data -- Cluster analysis and segmentation -- Diving deeper: using Azure AI services -- Text analytics -- Image tagging -- Custom machine learning models -- Data science languages: Python and R in Power BI -- Making your AI production-ready with Power BI -- The AI feedback loop.

Advance your Power BI skills by adding AI to your repertoire at a practice level. With this practical book, business-oriented data analysts and developers will learn the terminologies, practices, and strategy necessary to successfully incorporate AI into your business intelligence estate. Jennifer Stirrup, CEO of AI and BI leadership consultancy Data Relish, and Thomas Weinandy, research economist at Upside, show you how to use data already available to your organization. Springboarding from the skills that you already possess, this book adds AI to your organization's technical capability and expertise with Microsoft Power BI. By using your conceptual knowledge of BI, you'll learn how to choose the right model for your AI work and identify its value and validity.

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