Machine Learning Times
Machine Learning Times
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Effective Machine Learning Needs Leadership — Not AI Hype
 Originally published in BigThink, Feb 12, 2024.  Excerpted from The...
Today’s AI Won’t Radically Transform Society, But It’s Already Reshaping Business
 Originally published in Fast Company, Jan 5, 2024. Eric...
Calculating Customer Potential with Share of Wallet
 No question about it: We, as consumers have our...
A University Curriculum Supplement to Teach a Business Framework for ML Deployment
    In 2023, as a visiting analytics professor...
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7 years ago
Wise Practitioner – Predictive Analytics Interview Series: Edward Shihadeh at Auspice Analytics, LLC

 In anticipation of his upcoming conference presentation, How to Revolutionize Your Model Optimization, at Predictive Analytics World for Business Chicago, June 19-22, 2017, we asked Edward Shihadeh, Chief Data Officer at Auspice Analytics, LLC, a few questions about his work in predictive analytics. Q: In your work with predictive analytics, what behavior or outcome do your models predict? A: Although we predict a variety of different outcomes, we specialize in predicting retention, calculating the probability that individuals in a university, business, or program will stay or leave. Because the costs of acquiring a customer far exceed the costs of retaining one,

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