by Dr. Owns | Jul 28, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Learn how to automate secure AWS infrastructure using Terraform — including VPC, public/private subnets, a MySQL RDS database, and a Bastion host for secure access. The post End-to-End AWS RDS Setup with Bastion Host Using Terraform appeared first on Towards Data...
by Dr. Owns | Jul 25, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Conceptual overview and practical considerations The post Declarative and Imperative Prompt Engineering for Generative AI appeared first on Towards Data Science. Conceptual overview and practical considerations The post Declarative and Imperative Prompt Engineering...
by Dr. Owns | Jul 25, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
“Will that break a query folding?” “Does your query fold?”… Maybe someone asked you those questions, but you were like: “Query…Whaaaat?! In this article, we demistify the query folding and its importance for efficient data refresh in Power BI The post What Is a...
by Dr. Owns | Jul 25, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
A hands-on journey exploring fine-tuning techniques that unlock the power of small vision models. The post How I Fine-Tuned Granite-Vision 2B to Beat a 90B Model — Insights and Lessons Learned appeared first on Towards Data Science. A hands-on journey exploring...
by Dr. Owns | Jul 24, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
A new theory of class imbalance demonstrates that the optimal training imbalance in a binary problem is not 50% The post When 50/50 Isn’t Optimal: Debunking Even Rebalancing appeared first on Towards Data Science. A new theory of class imbalance demonstrates that the...
