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Evaluating Synthetic Data — The Million Dollar Question

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

Learn how to evaluate synthetic data quality using the Maximum Similarity Test — a simple, quantitative approach for assessing fidelity, utility, and privacy in synthetic datasets. The post Evaluating Synthetic Data — The Million Dollar Question appeared first on...

Beyond Numbers: How to Humanize Your Data & Analysis

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

The scintillating grid optical illusion is a perfect metaphor for how raw data can mislead us, causing us to see false trends. To escape the “data-rich, action-poor” paradox, organizations should need data humanization. This approach focuses on turning...

How to Use GPT-5 Effectively

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

Learn about GPT-5’s features and settings, and how to optimally apply them to your use case The post How to Use GPT-5 Effectively appeared first on Towards Data Science. ​Learn about GPT-5’s features and settings, and how to optimally apply them to your...

TDS Newsletter: The Theory and Practice of Using AI Effectively

by Dr. Owns | Nov 6, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

When we encounter a new technology — say, LLM applications — some of us tend to jump right in, sleeves rolled up, impatient to start tinkering. Others prefer a more cautious approach: reading a few relevant research papers, or browsing through a bunch of blog posts,...

Expected Value Analysis in AI Product Management

by Dr. Owns | Nov 6, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

An introduction to key concepts and practical applications The post Expected Value Analysis in AI Product Management appeared first on Towards Data Science. ​An introduction to key concepts and practical applications The post Expected Value Analysis in AI Product...
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