by Dr. Owns | Apr 2, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Introduction In my last several articles I talked about generative deep learning algorithms, which mostly are related to text generation tasks. So, I think it would be interesting to switch to generative algorithms for image generation now. We knew that nowadays there...
by Dr. Owns | Apr 2, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
We’re delving into frontend web development today, and you might be thinking: what does this have to do with Data Science? Why is Towards Data Science publishing a post related to web dev? Well, because data science isn’t only about building powerful models, engaging...
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...
