by Dr. Owns | May 1, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
In my past articles, I have explored and compared many AI tools, for example, Google’s Data Science Agent, ChatGPT vs. Claude vs. Gemini for Data Science, DeepSeek V3, etc. However, this is only a small subset of all the AI tools available for Data Science. Just to...
by Dr. Owns | Apr 30, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Coding has been a part of my life since I was 10. From modifying HTML & CSS for my Friendster profile during the simple internet days to exploring SQL injections for the thrill, building a three-legged robot for fun, and lately diving into Python coding, my coding...
by Dr. Owns | Apr 30, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Introduction I’m a huge fan of interactive visualizations. As a computer vision engineer, I deal almost daily with image processing related tasks and more often than not I am iterating on a problem where I need visual feedback to make decisions. Let’s think of a very...
by Dr. Owns | Apr 30, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
The Universal Approximation Theorem states that a neural network with a single hidden layer and a nonlinear activation function can approximate any continuous function. Practical issues aside, such that the number of neurons in this hidden layer would grow enormously...
by Dr. Owns | Apr 30, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
You see a math formula you don’t immediately understand. Your instinct? Stop reading. Don’t. That’s exactly what I told myself when I started reading Probabilistic Machine Learning – An Introduction by Kevin P. Murphy. And it was absolutely worth it. It changed how I...
by Dr. Owns | Apr 30, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Prompt engineering alone won’t get us to production. Fine-tuning is expensive. And reinforcement learning? That’s been reserved for well-funded labs with massive datasets until now. New research from Microsoft and academic collaborators has overturned that assumption....
