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Model Compression: Make Your Machine Learning Models Lighter and Faster

Model Compression: Make Your Machine Learning Models Lighter and Faster

by Dr. Owns | May 8, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Introduction Whether you’re preparing for interviews or building Machine Learning systems at your job, model compression has become a must-have skill. In the era of LLMs, where models are getting larger and larger, the challenges around compressing these models to...
ACP: The Internet Protocol for AI Agents

ACP: The Internet Protocol for AI Agents

by Dr. Owns | May 8, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

With ACP (Agent Communication Protocol), AI agents can collaborate freely across teams, frameworks, technologies, and organizations. It’s a universal protocol that transforms the fragmented landscape of today’s AI Agents into inter-connected team mates. This unlocks...
The Dangers of Deceptive Data Part 2–Base Proportions and Bad Statistics

The Dangers of Deceptive Data Part 2–Base Proportions and Bad Statistics

by Dr. Owns | May 8, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

This is a follow-up to my earlier article: The Dangers of Deceptive Data–Confusing Charts and Misleading Headlines. My first article focused on how visualizations can be used to mislead, diving into a form of data presentation widely used in public matters. In this...
The Shadow Side of AutoML: When No-Code Tools Hurt More Than Help

The Shadow Side of AutoML: When No-Code Tools Hurt More Than Help

by Dr. Owns | May 8, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Automl has become the gateway drug to machine learning for many organizations. It promises exactly what teams under pressure want to hear: you bring the data, and we’ll handle the modeling. There are no pipelines to manage, no hyperparameters to tune, and no need to...
Pharmacy Placement in Urban Spain

Pharmacy Placement in Urban Spain

by Dr. Owns | May 8, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

1.- INTRODUCTION AND BACKGROUND. 1.1.- INTRODUCTION This case study demonstrates the use of Geospatial technologies to address a business challenge in the development of the pharmacy network in the Community of Madrid, Spain. This analysis is based on a project that...
Generating Data Dictionary for Excel Files Using OpenPyxl and AI Agents

Generating Data Dictionary for Excel Files Using OpenPyxl and AI Agents

by Dr. Owns | May 7, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Introduction Every company I worked for until today, there it was: the resilient MS Excel. Excel was first released in 1985 and has remained strong until today. It has survived the rise of relational databases, the evolution of many programming languages, the Internet...
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