Search is Dead, Long Live Search!
This article is more about building better LLM and GPT-like applications, than search. Yet most people use GPT as a substitute for search. Indeed, OpenAI… Read More »Search is Dead, Long Live Search!
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).
Why and How I Created my Own LLM from Scratch
Without using any API or any Python library, yet delivering better results. You would think this is a massive undertaking. However, it took me less… Read More »Why and How I Created my Own LLM from Scratch
GenAI: Synthesizing DNA Sequences with LLM Techniques
When people talk about Large Language Models, the most common topics are text summarization, text generation, and answering prompts with GPT. Yet, this is just… Read More »GenAI: Synthesizing DNA Sequences with LLM Techniques
The Best Kept Secret About LLMs
GPT can be a great tool to write or summarize articles, and as a chatbot. But one of the most popular uses is to find… Read More »The Best Kept Secret About LLMs
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
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