Feature Engineering with LLMs: A Comprehensive Guide to Semantic Feature Extraction and Machine Learning Optimization

The paradigm of machine learning development is undergoing a fundamental shift as Large Language Models (LLMs) redefine the traditional processes of feature engineering. For decades, the efficacy of machine learning…