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Demystifying Cosine Similarity

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

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

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

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

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...
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