by Dr. Owns | Apr 8, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
For a ML model to be useful it needs to run somewhere. This somewhere is most likely not your local machine. A not-so-good model that runs in a production environment is better than a perfect model that never leaves your local machine. However, the production machine...
by Dr. Owns | Apr 8, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
We’ve all been in that moment, right? Staring at a chart as if it’s some ancient script, wondering how we’re supposed to make sense of it all. That’s exactly how I felt when I was asked to explain the AUC for the ROC curve at work recently. Though I had a solid...
by Dr. Owns | Apr 8, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Context Over the years, Transformer-based large language models (LLMs) have made substantial progress across a wide range of tasks evolving from simple information retrieval systems to sophisticated agents capable of coding, writing, conducting research, and much...
by Dr. Owns | Apr 7, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
When you’re about to buy a home, whether you’re an everyday buyer looking for your dream house or a seasoned property investor, there’s a good chance you’ve encountered automated valuation models, or AVMs. These clever tools use massive datasets filled with past...
by Dr. Owns | Apr 7, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Also available: A Rust version of this article. Everyone talks about making Python programs faster [1, 2, 3], but what if we pursue the opposite goal? Let’s explore how to make them slower — absurdly slower. Along the way, we’ll examine the nature of computation, the...
by Dr. Owns | Apr 7, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
In recent years, there has been a proliferation of articles, LinkedIn posts, and marketing materials presenting graph data models from different perspectives. This article will refrain from discussing specific products and instead focus solely on the comparison of RDF...
