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Explainable Anomaly Detection with RuleFit: An Intuitive Guide

Explainable Anomaly Detection with RuleFit: An Intuitive Guide

by Dr. Owns | Jul 4, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Creating interpretable rules to characterize the identified anomalies The post Explainable Anomaly Detection with RuleFit: An Intuitive Guide appeared first on Towards Data Science. ​Creating interpretable rules to characterize the identified anomalies The post...
Fairness Pruning: Precision Surgery to Reduce Bias in LLMs

Fairness Pruning: Precision Surgery to Reduce Bias in LLMs

by Dr. Owns | Jul 3, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

From unjustified shootings to neutral stories: how to fix toxic narratives with selective pruning The post Fairness Pruning: Precision Surgery to Reduce Bias in LLMs appeared first on Towards Data Science. ​From unjustified shootings to neutral stories: how to fix...
GraphRAG in Action: A Simple Agent for Know-Your-Customer Investigations

GraphRAG in Action: A Simple Agent for Know-Your-Customer Investigations

by Dr. Owns | Jul 3, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

This blog post provides a hands-on guide for AI engineers and developers on how to build an initial KYC agent prototype with the OpenAI Agents SDK. We’ll explore how to equip our agent with a suite of tools (including MCP Server tools) to uncover and investigate...
Taking ResNet to the Next Level

Taking ResNet to the Next Level

by Dr. Owns | Jul 2, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Understanding how ResNeXt improves upon ResNet, with a comprehensive PyTorch implementation guide The post Taking ResNet to the Next Level appeared first on Towards Data Science. ​Understanding how ResNeXt improves upon ResNet, with a comprehensive PyTorch...
Software Engineering in the LLM Era

Software Engineering in the LLM Era

by Dr. Owns | Jul 2, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

On growing new software engineers, even when it’s inefficient The post Software Engineering in the LLM Era appeared first on Towards Data Science. ​On growing new software engineers, even when it’s inefficient The post Software Engineering in the LLM Era appeared...
Interactive Data Exploration for Computer Vision Projects with Rerun

Interactive Data Exploration for Computer Vision Projects with Rerun

by Dr. Owns | Jul 2, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Analyse dynamic signals in a computer vision pipeline in Python using OpenCV and Rerun The post Interactive Data Exploration for Computer Vision Projects with Rerun appeared first on Towards Data Science. ​Analyse dynamic signals in a computer vision pipeline in...
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