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NumExpr: The “Faster than Numpy” Library Most Data Scientists Have Never Used

NumExpr: The “Faster than Numpy” Library Most Data Scientists Have Never Used

by Dr. Owns | Apr 28, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Browsing GitHub the other day, I came across a library I’d never heard of before. It was called NumExpr. I was immediately interested because of some claims made about the library. In particular, it stated that for some complex numerical calculations, it was up to 15...
When OpenAI Isn’t Always the Answer: Enterprise Risks Behind Wrapper-Based AI Agents

When OpenAI Isn’t Always the Answer: Enterprise Risks Behind Wrapper-Based AI Agents

by Dr. Owns | Apr 28, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

“Wait… are you sending journal entries to OpenAI?” That was the first thing my friend asked when I showed her Feel-Write, an AI-powered journaling app I built during a hackathon in San Francisco. I shrugged. “It was an AI-themed hackathon, I had to build something...
Adding Training Noise To Improve Detections In Transformers

Adding Training Noise To Improve Detections In Transformers

by Dr. Owns | Apr 28, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Modern vision transformers add noise to improve the performance of 2D and 3D object detection. In this article we will learn how this mechanism works and discuss its contribution. Early Vision Transformers DETR — DEtection TRansformer (Carion, Massa et al. 2020), one...
Hands-on Multi Agent LLM Restaurant Simulation, with Python and OpenAI

Hands-on Multi Agent LLM Restaurant Simulation, with Python and OpenAI

by Dr. Owns | Apr 28, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Last week, OpenAI released a PDF, and everyone is talking about it. This PDF is a 34-page guide that explains what LLM Agents are and how to use them. The PDF is fairly short and also very readable (you don’t need to be a Prompt/Software Engineer to understand it),...
A Step-By-Step Guide To Powering Your Application With LLMs

A Step-By-Step Guide To Powering Your Application With LLMs

by Dr. Owns | Apr 25, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

You might be wondering whether GenAI is just hype or external noise. I also thought this was hype, and I could sit this one out until the dust cleared. Oh, boy, was I wrong. GenAI has real-world applications. It also generates revenue for companies, so we expect...
Behind the Magic: How Tensors Drive Transformers

Behind the Magic: How Tensors Drive Transformers

by Dr. Owns | Apr 25, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Introduction Transformers have changed the way artificial intelligence works, especially in understanding language and learning from data. At the core of these models are tensors (a generalized type of mathematical matrices that help process information) . As data...
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