News
Exploring TabPFN: A Foundation Model Built for Tabular Data
7+ hour, 12+ min ago (1326+ words) Publish AI, ML & data-science insights to a global community of data professionals. I first came across TabPFN through the ICLR 2023 paper " TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second. The paper introduced TabPFN, an open-source transformer…...
Think Your Python Code Is Slow? Stop Guessing and Start Measuring
1+ day, 7+ hour ago (1498+ words) Publish AI, ML & data-science insights to a global community of data professionals. A hands-on tour of using cProfile + SnakeViz to find (and fix) the "hot" paths in your code. I was working on a data processing script the other day,…...
The Age of Self-Evolving AI Is Here
5+ mon, 1+ week ago (1582+ words) Publish AI, ML & data-science insights to a global community of data professionals. How Meta's latest breakthrough lets models learn, adapt, and improve " all on their own In one of my previous articles, we explored Google's Titans (Behrouz et al., 2024)1 and…...
Exploring Prompt Learning: Using English Feedback to Optimize LLM Systems
5+ mon, 1+ week ago (1199+ words) Publish AI, ML & data-science insights to a global community of data professionals. Prompt learning presents a compelling approach for continuous improvement of AI applications Applications of reinforcement learning (RL) in AI model building has been a growing topic over the…...
Why Your Next LLM Might Not Have A Tokenizer
6+ mon, 3+ day ago (849+ words) Publish AI, ML & data-science insights to a global community of data professionals. The tokenizer has been a necessary evil, but this radical approach shows that it might not be necessary anymore. In my last article, we dove into Google's Titans…...
The Large Language Model Course
11+ mon, 1+ week ago (764+ words) Publish AI, ML & data-science insights to a global community of data professionals. How to become an LLM Scientist or Engineer from scratch The Large Language Model (LLM) course is a collection of topics and educational resources for people to get into…...