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LLM-as-a-Judge: What It Is, Why It Works, and How to Use It to Evaluate AI Models

LLM-as-a-Judge: What It Is, Why It Works, and How to Use It to Evaluate AI Models

by Dr. Owns | Nov 24, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

A step-by-step guide to building AI quality control using large language models The post LLM-as-a-Judge: What It Is, Why It Works, and How to Use It to Evaluate AI Models appeared first on Towards Data Science. ​A step-by-step guide to building AI quality control...
LLM-as-a-Judge: What It Is, Why It Works, and How to Use It to Evaluate AI Models

Learning Triton One Kernel at a Time: Softmax

by Dr. Owns | Nov 23, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

All you need to know about a fast, readable and PyTorch-ready softmax kernel The post Learning Triton One Kernel at a Time: Softmax appeared first on Towards Data Science. ​All you need to know about a fast, readable and PyTorch-ready softmax kernel The post Learning...
LLM-as-a-Judge: What It Is, Why It Works, and How to Use It to Evaluate AI Models

Your Next ‘Large’ Language Model Might Not Be Large After All

by Dr. Owns | Nov 23, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

A 27M-parameter model just outperformed giants like DeepSeek R1, o3-mini, and Claude 3.7 on reasoning tasks The post Your Next ‘Large’ Language Model Might Not Be Large After All appeared first on Towards Data Science. ​A 27M-parameter model just outperformed giants...
LLM-as-a-Judge: What It Is, Why It Works, and How to Use It to Evaluate AI Models

Empirical Mode Decomposition: The Most Intuitive Way to Decompose Complex Signals and Time Series

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

A step-by-step breakdown of empirical mode decomposition to help you extract patterns from time series The post Empirical Mode Decomposition: The Most Intuitive Way to Decompose Complex Signals and Time Series appeared first on Towards Data Science. ​A step-by-step...
LLM-as-a-Judge: What It Is, Why It Works, and How to Use It to Evaluate AI Models

Overfitting vs. Underfitting: Making Sense of the Bias-Variance Trade-Off

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

The best models live in the sweet spot: generalizing well, learning enough, but not too much The post Overfitting vs. Underfitting: Making Sense of the Bias-Variance Trade-Off appeared first on Towards Data Science. ​The best models live in the sweet...
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