Deep Dives

applications of LLMs are those that I wish to call the “.” There are many viral LinkedIn posts about them, and so they all sound like this: “I built that does in...

at IBM TechXchange, I spent loads of time around teams who were already running LLM systems in production. One conversation that stayed with me got here from LangSmith, the parents who construct tooling...

Introduction campaign you arrange for Black Friday was a large success, and customers start pouring into your website. Your Mixpanel setup which might often have around 1000 customer events an hour finally ends up...

to this “Advent Calendar” of Machine learning and deep learning in Excel. For Day 1, we start with the k-NN (k-Nearest Neighbors) regressor algorithm. And as you will notice, this is absolutely the best...

computers and Artificial Intelligence, we had established institutions designed to reason systematically about human behavior — the court. The legal system is one in all humanity’s oldest reasoning engines, where facts and evidence...

perfect. You’re going to come across plenty of data inconsistencies. Nulls, negative values, string inconsistencies, etc. If these aren’t handled early in your data evaluation workflow, querying and analysing your data could be...

is one of the vital promising applications of LLMs, and CrewAI has quickly turn out to be a well-liked framework for constructing agent teams. But certainly one of its most vital features—the hierarchical...

across industries. Traditional engineering domains are not any exception. Previously two years, I’ve been constructing LLM-powered tools with engineering domain experts. Those are process engineers, reliability engineers, cybersecurity analysts, etc., who spend most of...