by Dr. Owns | Apr 25, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Evaluation is the cornerstone of any machine learning product. Investing in quality measurement delivers significant returns. Let’s explore the potential business benefits. As management consultant and writer Peter Drucker once said, “If you can’t measure it, you...
by Dr. Owns | Apr 24, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Introduction AWS is a popular cloud provider that enables the deployment and scaling of large applications. Mastering at least one cloud platform is an essential skill for software engineers and data scientists. Running an application locally is not enough to make it...
by Dr. Owns | Apr 24, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
In this article, I present my latest open-source project — Government Funding Graph. The inspiration for this project came from a desire to make better tooling for grant writing, namely to suggest research topics, funding bodies, research institutions, and...
by Dr. Owns | Apr 24, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Topic models are used in businesses to classify brand-related text datasets (such as product and site reviews, surveys, and social media comments) and to track how customer satisfaction metrics change over time. There is a myriad of recent topic models one can choose...
by Dr. Owns | Apr 24, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Every NBA season, 30 teams compete for something only one will achieve: the legacy of a championship. From power rankings to trade deadline chaos and injuries, fans and analysts alike speculate endlessly about who will raise the Larry O’Brien Trophy. But what if we...
by Dr. Owns | Apr 23, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Many High-Performance Computing (HPC) environments, especially in research and educational institutions, restrict communications to outbound TCP connections. Running a simple command-line ping or curl with the MLflow tracking URL on the HPC bash shell to check packet...
