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Confusion Matrix Made Simple: Accuracy, Precision, Recall & F1-Score

Confusion Matrix Made Simple: Accuracy, Precision, Recall & F1-Score

by Dr. Owns | Jul 30, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

How to evaluate classification models and understand which metric matters the most. The post Confusion Matrix Made Simple: Accuracy, Precision, Recall & F1-Score appeared first on Towards Data Science. ​How to evaluate classification models and understand which...
What Is Data Literacy in 2025? It’s Not What You Think

What Is Data Literacy in 2025? It’s Not What You Think

by Dr. Owns | Jul 30, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

In today’s fast-paced, distraction-heavy world, data literacy isn’t just about understanding charts or analyzing numbers—it’s about context, clarity, and human connection. With attention spans shrinking and AI-generated insights flooding our screens, even highly...
Automated Testing: A Software Engineering Concept Data Scientists Must Know To Succeed

Automated Testing: A Software Engineering Concept Data Scientists Must Know To Succeed

by Dr. Owns | Jul 30, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Why you should read this article Most data scientists whip up a Jupyter Notebook, play around in some cells, and then maintain entire data processing and model training pipelines in the same notebook. The code is tested once when the notebook was first written, and...
Skills vs. AI Skills

Skills vs. AI Skills

by Dr. Owns | Jul 29, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Which skills are timeless, and where is the gap? The post Skills vs. AI Skills appeared first on Towards Data Science. ​Which skills are timeless, and where is the gap? The post Skills vs. AI Skills appeared first on Towards Data Science.  Artificial Intelligence,...
How Your Prompts Lead AI Astray

How Your Prompts Lead AI Astray

by Dr. Owns | Jul 29, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Practical tips to recognise and avoid prompt bias. The post How Your Prompts Lead AI Astray appeared first on Towards Data Science. ​Practical tips to recognise and avoid prompt bias. The post How Your Prompts Lead AI Astray appeared first on Towards Data...
How to Evaluate Graph Retrieval in MCP Agentic Systems

How to Evaluate Graph Retrieval in MCP Agentic Systems

by Dr. Owns | Jul 29, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

A framework for measuring retrieval quality in Model Context Protocol agents. The post How to Evaluate Graph Retrieval in MCP Agentic Systems appeared first on Towards Data Science. ​A framework for measuring retrieval quality in Model Context Protocol agents. The...
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