Machine Learning Times
Machine Learning Times
EXCLUSIVE HIGHLIGHTS
A University Curriculum Supplement to Teach a Business Framework for ML Deployment
    In 2023, as a visiting analytics professor...
The AI Playbook: Providing Important Reminders to Data Professionals
 Originally published in DATAVERSITY. This article reviews the new...
Decode the Algorithm: Navigate the World of Machine Learning in Business with ‘The AI ​​Playbook’
  This article reviews the new book, The AI Playbook, by...
To Deploy Machine Learning, You Must Manage Operational Change—Here Is How UPS Got It Right
 Originally published in Harvard Data Science Review. For more...

artificial intelligence

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? And why does it work? My purpose here is to give a rough outline of what’s going on

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,...

MLW Preview Video: Terry Miller, Executive Director-Predictive Analytics (Global Services), Johnson Controls

 In anticipation of his upcoming keynote presentation at Predictive Analytics World Industry 4.0, part of Machine Learning Week Las Vegas, June 18-22, 2023, Terry Miller, Executive Director-Predictive Analytics (Global Services), Johnson Controls, provided a brief video overview...

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: James Taylor, CEO, Decision Management Solutions

 In anticipation of his upcoming presentation at Predictive Analytics World Business, part of Machine Learning Week Las Vegas, June 18-22, 2023, James Taylor, CEO at Decision Management Solutions, provided a brief video overview of his PAW Business...

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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