Demystifying Cosine Similarity

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

Mathematical intuition and practical considerations for NLP scenarios The post Demystifying Cosine Similarity appeared first on Towards Data Science. ​Mathematical intuition and practical considerations for NLP scenarios The post Demystifying Cosine Similarity...

Time Series Forecasting Made Simple (Part 3.2): A Deep Dive into LOESS-Based Smoothing

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

Explore how STL uses LOESS smoothing to extract trend and seasonal components. The post Time Series Forecasting Made Simple (Part 3.2): A Deep Dive into LOESS-Based Smoothing appeared first on Towards Data Science. ​Explore how STL uses LOESS smoothing to extract...

Agentic AI: On Evaluations

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

Metrics to track for RAG and agents, plus the frameworks that help The post Agentic AI: On Evaluations appeared first on Towards Data Science. ​Metrics to track for RAG and agents, plus the frameworks that help The post Agentic AI: On Evaluations appeared first on...

Finding Golden Examples: A Smarter Approach to In-Context Learning

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

From random example selection to systematic AuPair generation  — how to make your LLM prompts actually work The post Finding Golden Examples: A Smarter Approach to In-Context Learning appeared first on Towards Data Science. ​From random example selection to systematic...

The Channel-Wise Attention | Squeeze and Excitation

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

Applying the Squeeze and Excitation module on ResNeXt using PyTorch The post The Channel-Wise Attention | Squeeze and Excitation appeared first on Towards Data Science. ​Applying the Squeeze and Excitation module on ResNeXt using PyTorch The post The Channel-Wise...

The MCP Security Survival Guide: Best Practices, Pitfalls, and Real-World Lessons

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

Unless you’re someone who lives and breathes cybersecurity, chances are you didn’t think much about authentication, network exposure, or what happens if someone else finds your server. This guide isn’t here to kill the excitement—it’s here to help you use MCP without...