by Dr. Owns | Apr 10, 2025 | Business Intelligence
In this article, we’ll explore what a transformer is, how it originated, why it became so successful that it powered one of the most groundbreaking AI advances, the large language model. In this article, we’ll explore what a transformer is, how it originated, why...
by Dr. Owns | Apr 9, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Introduction I’ve always been fascinated by debates—the strategic framing, the sharp retorts, and the carefully timed comebacks. Debates aren’t just entertaining; they’re structured battles of ideas, driven by logic and evidence. Recently, I started wondering: could...
by Dr. Owns | Apr 9, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Gradient boosting is a cornerstone technique for modeling tabular data due to its speed and simplicity. It delivers great results without any fuss. When you look around you’ll see multiple options like LightGBM, XGBoost, etc. Catboost is one such variant. In this...
by Dr. Owns | Apr 9, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
I used to avoid time series analysis. Every time I took an online course, I’d see a module titled “Time Series Analysis” with subtopics like Fourier Transforms, autocorrelation functions and other intimidating terms. I don’t know why, but I always found a reason to...
by Dr. Owns | Apr 9, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Working with products, we might face a need to introduce some “rules”. Let me explain what I mean by “rules” in practical examples: Imagine that we’re seeing a massive wave of fraud in our product, and we want to restrict onboarding for a particular segment of...
