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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10 years ago
The Power of Predictive Analytics for Retail Replenishment

 Replenishment is an essential process in the retail supply chain. It is a key link in the chain that is interconnected with other functions such as allocation, promotions, planning, assortment, vendor compliance, and more. Furthermore, it is a function that can be tweaked, and optimized to see immediate cuts in inventory costs, and an increase in sales and customer service levels. However it’s a complex calculation considering the factors that are involved, and the sheer magnitude of Store/SKU combinations for a retailer of a decent size. In fact replenishment can not be looked at separately without considering the

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