I specialize in the dynamic and ever-evolving field of Artificial Intelligence, Data Science. My expertise lies in harnessing the power of AI, Natural Language Processing (NLP), Data Engineering, and cutting-edge AI-ML technologies to unravel complex problems and unlock new possibilities.
Comprehensive Guide to NLP Text Representation Techniques
Natural Language Processing (NLP) requires converting human language into numerical formats that computers can understand. This guide explores major text representation techniques in depth, comparing their strengths, weaknesses, and practical applications. 1. One-Hot Encoding One-hot encoding is a fundamental representation technique that forms the conceptual foundation for many text representation methods. How It Works One-hot […]