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....
by Dr. Owns | Apr 30, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
What Is Product Analytics and Why It Matters Product Analytics is the process of tracking, analyzing, and interpreting how existing and prospect customers engage with your product. It reveals behavioral patterns, pinpoints friction in the customer journey, and...
