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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 toolboxIdentify and embrace uncertainty in decision making and protect against common human biasesCustomize optimal decisions to different customers using predictive and prescriptive methods and technologiesAsk business questions that create high value through AI- and data-driven technologies
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ASIN : B0899Q2GJC
Publisher : O’Reilly Media
Accessibility : Learn more
Publication date : May 21, 2020
Edition : 1st
Language : English
File size : 16.6 MB
Simultaneous device usage : Unlimited
Screen Reader : Supported
Enhanced typesetting : Enabled
X-Ray : Not Enabled
Word Wise : Enabled
Print length : 380 pages
ISBN-13 : 978-1492060901
Page Flip : Enabled
Best Sellers Rank: #1,575,807 in Kindle Store (See Top 100 in Kindle Store) #397 in Data Modeling & Design (Kindle Store) #415 in Business Intelligence Tools #1,263 in Business Software
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