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...

Deep Learning

Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads

 Originally published in together.ai, Sept 11, 2023. Large Language Models (LLMs) have changed the world. However, generating text with them can be slow and expensive. While methods like speculative decoding have been proposed to accelerate the generation speed, their intricate nature has left many in the open-source community hesitant to embrace them. That’s why we’re

Don’t Let Yourself Be Fooled By Data Drift

 Originally published in NannyML, May 31, 2023. If you search for information on ML monitoring online, there is a good chance that you’ll come across various monitoring approaches advocating for putting data drift at the center of...

MLW Preview Video: Devanshi Vyas, Co-Founder at Censius

 In anticipation of her upcoming presentation at Deep Learning World, part of Machine Learning Week Las Vegas, June 18-22, 2023, Devanshi Vyas, Co-Founder at Censius, provided a brief video overview of her Deep Learning World presentation, Navigating...

MLW Preview Video: Ayush Patel, Co-Founder at Twelvefold

 In anticipation of his upcoming presentation at Predictive Analytics World Industry 4.0, part of Machine Learning Week Las Vegas, June 18-22, 2023, Ayush Patel, Co-Founder at Twelvefold, provided a brief video overview of his PAW Industry 4.0...

Introducing Speech-to-Text, Text-to-Speech, and More for 1,100+ Languages

 Originally published in Meta AI, May 22, 2023. Equipping machines with the ability to recognize and produce speech can make information accessible to many more people, including those who rely entirely on voice to access information. However,...

MLW Preview Video: Sarah Kalicin, Data Scientist at Intel Corporation

 In anticipation of her upcoming keynote presentation at Predictive Analytics World Industry 4.0, part of Machine Learning Week Las Vegas, June 18-22, 2023, Sarah Kalicin, Data Scientist at Intel Corporation, provided a brief video overview of her...

MLW Preview Video: Praneet Dutta, Senior Research Engineer at DeepMind

 In anticipation of his upcoming presentation at Deep Learning World, part of Machine Learning Week Las Vegas, June 18-22, 2023, Praneet Dutta, Senior Research Engineer at Google DeepMind, provided a brief video overview of his Deep Learning...

Wise Practitioner – Machine Learning Week Interview: Mack Wallace, Head of Financial Products at MPOWER Financing

 In anticipation of his upcoming presentation at Predictive Analytics World Finance, part of Machine Learning Week, June 18-22, 2023 in Las Vegas, we asked Mack Wallace, Head of Financial Products at MPOWER Financing, a few questions about his...

Wise Practitioner – Machine Learning Week Interview: Alejandro Jesús Castañeira Rodriguez, Principal Data Scientist at JANZZ Ltd.

 In anticipation of his upcoming presentation at Predictive Analytics World Industry 4.0, part of Machine Learning Week, June 18-22, 2023 in Las Vegas, we asked Alejandro Jesús Castañeira Rodriguez, Principal Data Scientist at JANZZ Ltd., a few questions...

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?...

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