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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...
A Practical Guide to BERTopic for Transformer-Based Topic Modeling

A Practical Guide to BERTopic for Transformer-Based Topic Modeling

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

Topic modeling has a wide range of use cases in the natural language processing (NLP) domain, such as document tagging, survey analysis, and content organization. It falls under the realm of unsupervised learning technique, making it a very cost-effective technique...
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