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Systematic LLM Prompt Engineering Using DSPy Optimization

Systematic LLM Prompt Engineering Using DSPy Optimization

by Dr. Owns | Aug 25, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

This article is a journey into the fascinating and rapidly evolving science of LLM prompt iteration, which is a fundamental part of Large Language Model Operations (LLMOPs). We’ll use the example of generating customer service responses with a real-world dataset to...
Is Google’s Reveal of Gemini’s Impact Progress or Greenwashing?

Is Google’s Reveal of Gemini’s Impact Progress or Greenwashing?

by Dr. Owns | Aug 22, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

On the surface, Google’s numbers sound reassuringly small, but the more closely you look, the more complicated the story becomes. The post Is Google’s Reveal of Gemini’s Impact Progress or Greenwashing? appeared first on Towards Data Science. ​On the surface,...
Three Essential Hyperparameter Tuning Techniques for Better Machine Learning Models

Three Essential Hyperparameter Tuning Techniques for Better Machine Learning Models

by Dr. Owns | Aug 22, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Learn how to optimize your ML models for better results The post Three Essential Hyperparameter Tuning Techniques for Better Machine Learning Models appeared first on Towards Data Science. ​Learn how to optimize your ML models for better results The post Three...
Cracking the Density Code: Why MAF Flows Where KDE Stalls

Cracking the Density Code: Why MAF Flows Where KDE Stalls

by Dr. Owns | Aug 22, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Learn why autoregressive flows are the superior density estimation tool for high-dimensional data The post Cracking the Density Code: Why MAF Flows Where KDE Stalls appeared first on Towards Data Science. ​Learn why autoregressive flows are the superior density...
How to Perform Comprehensive Large Scale LLM Validation

How to Perform Comprehensive Large Scale LLM Validation

by Dr. Owns | Aug 21, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Learn how to validate large scale LLM applications The post How to Perform Comprehensive Large Scale LLM Validation appeared first on Towards Data Science. ​Learn how to validate large scale LLM applications The post How to Perform Comprehensive Large Scale LLM...
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