Machine Learning Times
Machine Learning Times
EXCLUSIVE HIGHLIGHTS
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...

Predictive Analytics

MLW Preview Video: Dean Abbott, President at Abbott Analytics

 In anticipation of his upcoming pre-conference workshop and presentations at Predictive Analytics World, part of Machine Learning Week Las Vegas, June 18-22, 2023, Dean Abbott, President at Abbott Analytics, provided a brief video overview of his pre-conference PAW Workshop and presentations, Ensemble Models:  Supercharging Machine Learning, Model Selection Using the Right Error Metric: The “Best”

What Is ChatGPT Doing … and Why Does It Work?

 Originally published in Stephen Wolfram, Feb 14, 2023. It’s Just Adding One Word at a Time That ChatGPT can automatically generate something that reads even superficially like human-written text is remarkable, and unexpected. But how does it do it?...

We Must Perfect Predictive Models for Generative AI to Deliver on the AI Revolution

 Originally published in VentureBeat, April 30, 2023. Throughout 2022, generative AI captured the public’s imagination. With the release of Stable Diffusion, Dall-E2, and ChatGPT-3, people could engage with AI first-hand, watching with awe as seemingly intelligent systems created art, composed songs,...

Wise Practitioner – Machine Learning Week Interview Series: Sagar Kewalramani, Google

 In anticipation of his upcoming presentation at Deep Learning World, part of Machine Learning Week, June 18-22, 2023 in Las Vegas, we asked Sagar Kewalramani of Google, a few questions about his presentation, Forecasting: MLOps and Forecast...

What’s Behind the Recommendation?

 Yes, we’ve all heard the slogan, “get the right product to the right person at the right time.” While practitioners have varied thoughts on how to attain this objective, there does exist, at least one tactic, that...

Building Airbnb Categories with ML & Human in the Loop

 Originally published in Medium.com/Airbnb Tech Blog, March 22, 2023. Airbnb 2022 release introduced Categories, a browse focused product that allows the user to seek inspiration by browsing collections of homes revolving around a common theme, such as Lakefront, Countryside,...

The Science of Price Experiments in the Amazon Store

 Originally published in Amazon Science, April 14, 2023.   The requirement that at any given time, all customers see the same prices for the same products necessitates innovation in the design of A/B experiments. The prices of products...

A New Approach to Computation Reimagines Artificial Intelligence

 Originally published in QuantaMagazine, April 13, 2023. Despite the wild success of ChatGPT and other large language models, the artificial neural networks (ANNs) that underpin these systems might be on the wrong track. For one, ANNs are...

MLW Preview Video: Aimee DeGrauwe, Group Product Manager – Manufacturing Data Platform and Analytics, and Justin Gold, Product Manager – Manufacturing Data, at John Deere

 In anticipation of their upcoming co-presentation at Predictive Analytics World Business, part of Machine Learning Week Las Vegas, June 18-22, 2023, Aimee DeGrauwe, Group Product Manager – Manufacturing Data Platform and Analytics, and Justin Gold, Product Manager...

MLW Preview Video: Cal Al-Dhubaib, CEO & AI Strategist at Pandata

 In anticipation of his upcoming presentation at Predictive Analytics World Business, part of Machine Learning Week Las Vegas, June 18-22, 2023, Cal Al-Dhubaib, CEO & AI Strategist at Pandata, provided a brief video overview of his PAW...

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