Machine Learning Times
Machine Learning Times
EXCLUSIVE HIGHLIGHTS
The Great AI Myth: These 3 Misconceptions Fuel It
 Originally published in Forbes, July 29, 2024. The hottest thing...
How to Sell a Machine Learning Project
 Originally published in Built In, February 6, 2024. Never...
The 3 Things You Need To Know About Predictive AI
 Originally published in Forbes, June 29, 2024. Some problems are...
Alphabet Uses AI To Rush First Responders To Disasters—Takeaways For Businesses
 Originally published in Forbes, July 7, 2024. The National Guard...

Machine Learning

ML in the Spotlight: Trailblazers with Walter Isaacson Covers Predictive Analytics

 Predictive analytics got another public spotlight and Machine Learning Times Executive Editor Eric Siegel made the cut. Listen to his appearances on Walter Isaacson’s (“Steve Jobs” and “The Innovators”) podcast. Podcast: Trailblazers with Walter Isaacson. The program has over 3.2 million downloads and has been ranked the #1 business podcast in the US. Episode: “Predictions: seeing the future.”

ChapGPT Doesn’t “Know” But It Can Tell

  Polanyi’s paradox, named in honor of the philosopher and polymath Michael Polanyi, states, “we know more than we can tell.” He means that most of our knowledge is tacit and cannot be easily formalized with...

Users’ Interests are Multi-Faceted: Recommendation Models Should Be Too

 Originally published in Spotify Research, Feb 22, 2023. A new approach to calibrating recommendations to user interests Users’ interests are multi-faceted and representing different aspects of users’ interest in their recommendations is an important factor for recommender...

What’s a “Listening Personality”?

The Complex Data Models Behind Shopify’s Tax Insights Feature

 Originally published in Shopify Engineering, Feb 8, 2023. A business’s taxes can be difficult to manage, especially in the United States. Tax laws are complicated and vary state-to-state, city-to-city, and product-to-product, further adding to the complexity. When...

Early Thoughts on Regulating Generative AI Like ChatGPT

 Originally published in Brookings, Feb 21, 2023. With OpenAI’s ChatGPT now a constant presence both on social media and in the news, generative artificial intelligence (AI) models have taken hold of the public’s imagination. Policymakers have taken...

Take the 2023 Rexer Analytics Data Science Survey Now

  Rexer Analytics and Machine Learning Week launch 2023 Data Science Survey ‍Rexer Analytics has partnered with Eric Siegel and his Machine Learning Week organization to launch the 2023 Data Science Survey. Analytic professionals of all types are invited...

Blueprints for Recommender System Architectures: 10th Anniversary Edition

 Originally published in Amatriain, Jan 29, 2023. Ten years ago, we published a post in the Netflix tech blog explaining our three-tier architectural approach to building recommender systems (see below). A lot has happened in the last 10 years...

Unleashing ML Innovation at Spotify with Ray

 Originally published in Spotify R&D Engineering, Feb 1, 2023. Introduction As the field of machine learning (ML) continues to evolve and its impact on society and various aspects of our lives grows, it is becoming increasingly important...

Three Ethical Issues Related to Credit Scores

 A reasonable credit score and its accompanying benefits provide an avenue for success today, far more than it has in the past.  Of course, looking for a home, or a new car, or that premium credit card,...

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