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Analytical skills for AI and data science : building skills for an AI driven enterprise / Daniel Vaughan

By: Material type: TextTextPublication details: India SPD 2020Description: 228 pISBN:
  • 9789352139835
Subject(s): DDC classification:
  • 658.05 VAU-D
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Item type Current library Collection Shelving location Call number Status Date due Barcode Item holds
Books Books BITS Pilani Hyderabad 650 General Stack (For lending) 658.05 VAU-D (Browse shelf(Opens below)) Available 46031
Total holds: 0

While several market-leading companies have successfully transformed their business models by following data- and AI-driven paths, the vast majority have yet to reap the benefits. How can your business and analytics units gain a competitive advantage by capturing the full potential of this predictive revolution? This practical guide presents a battle-tested end-to-end method to help you translate business decisions into tractable prescriptive solutions using data and AI as fundamental inputs.

Author Daniel Vaughan shows data scientists, analytics practitioners, and others interested in using AI to transform their businesses not only how to ask the right questions but also how to generate value using modern AI technologies and decision-making principles. You’ll explore several use cases common to many enterprises, complete with examples you can apply when working to solve your own issues.

* Break business decisions into stages that can be tackled using different skills from the analytical toolbox
* Identify and embrace uncertainty in decision-making and protect against common human biases
* Customize optimal decisions for different customers using predictive and prescriptive methods and technologies
* Ask business questions that create high value through AI- and data-driven technologies

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