by Dr. Owns | Apr 1, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
As AI models continue to increase in scope and accuracy, even tasks once dominated by traditional algorithms are gradually being replaced by Deep Learning models. Algorithmic pipelines — workflows that take an input, process it through a series of algorithms, and...
by Dr. Owns | Apr 1, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
This month, I’m going to be discussing a really interesting topic that I came across in a recent draft paper by a professor at the University of Maryland named M. R. Sauter. In the paper, they discuss (among other things) the phenomenon of social scientists and...
by Dr. Owns | Apr 1, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Automation has become an indispensable element for ensuring operational efficiency and reliability in modern software development. GitHub Actions, an integrated Continuous Integration and Continuous Deployment (CI/CD) tool within GitHub, has established its position...
by Dr. Owns | Apr 1, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
We’ve seen this shift the last few years from building rigid programming systems to natural language-driven workflows, all made possible with more advanced large language models. One of the interesting areas into these Agentic Ai systems is the difference between...
by Dr. Owns | Apr 1, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
In the previous parts of this series, we looked at Graph Convolutional Networks (GCNs) and Graph Attention Networks (GATs). Both architectures work fine, but they also have some limitations! A big one is that for large graphs, calculating the node representations with...
by Dr. Owns | Mar 31, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Introduction The Attention Mechanism is often associated with the transformer architecture, but it was already used in RNNs. In Machine Translation or MT (e.g., English-Italian) tasks, when you want to predict the next Italian word, you need your model to focus, or...
