Beyond LLMs and Trillion-Parameter Models
These days, it is as if AI is just about GenAI (generative AI), LLMs (large language models) and very large models. It has eclipsed computer… Read More »Beyond LLMs and Trillion-Parameter Models
Home » Archives for Vincent Granville
Vincent Granville
Author and Publisher at MLtechniques.com. Machine learning scientist, mathematician, book author (Wiley), patent owner, former post-doc at Cambridge University, former VC-funded executive, with 20+ years of corporate experience including CNET, NBC, Visa, Wells Fargo, Microsoft, eBay. Vincent also founded and co-founded a few start-ups, including one with a successful exit (Data Science Central acquired by Tech Target).
Towards Better GenAI: 5 Major Issues, and How to Fix Them
After playing with GPT for some time, testing GenAI vendor solutions, designing my own, and reading feedback from other users, I uncovered a number of… Read More »Towards Better GenAI: 5 Major Issues, and How to Fix Them
Can AI or GPT-4 Answer my $1m Question?
Imagine if GPT-4 could tell traders how to play on the stock market. For instance, using insider information gathered on the Internet, it could produce… Read More »Can AI or GPT-4 Answer my $1m Question?
New Book: Statistical Optimization for GenAI and Machine Learning
In the last two years, I published 5 machine learning and AI books, including one on synthetic data by Elsevier. This represents over 800 pages… Read More »New Book: Statistical Optimization for GenAI and Machine Learning
The Rise of the Dual Data Scientist / Machine Learning Engineer
There are thousands of articles explaining the differences between data scientist and machine learning engineer. Data science gets broken down even further, with data analysts… Read More »The Rise of the Dual Data Scientist / Machine Learning Engineer
The music of the Riemann Hypothesis: Sound Generation in Python
Not long ago, I published an article entitled “The Sound that Data Makes”. The goal was turning data — random noise in this case —… Read More »The music of the Riemann Hypothesis: Sound Generation in Python
Fast Path to Becoming a Generative AI Technical Expert
Training programs on generative AI are now popping up everywhere. One of my connections called it “a joke” after enrolling in such a program. Many… Read More »Fast Path to Becoming a Generative AI Technical Expert
How Media Leverage Innumeracy to Create Click-bait
I focus here on a typical example. The kind of topics you regularly find in news outlets. At the face of it, the title is… Read More »How Media Leverage Innumeracy to Create Click-bait
An Intriguing Job Interview Question for AI/ML Professionals
In my last project, I had to come up with some code and algorithm to solve an interesting problem. I realized that it could lead… Read More »An Intriguing Job Interview Question for AI/ML Professionals
My 6 Best AI and Machine Learning Articles
Since starting my own AI / machine learning research lab over a year ago, I published 24 technical papers and 4 books, in addition to… Read More »My 6 Best AI and Machine Learning Articles