Mastering NLP: Unlocking the Math Behind It for Breakthrough Insights with a scientific paper study – day 71
What is NLP and the Math Behind It? Understanding Transformers and Deep Learning in NLP Introduction to NLP Natural Language Processing (NLP) is a crucial subfield of artificial intelligence (AI) that focuses on enabling machines to process and understand human language. Whether it’s machine translation, chatbots, or text analysis, NLP helps bridge the gap between human communication and machine understanding. But what’s behind NLP’s ability to understand and generate language? Underneath it all lies sophisticated mathematics and cutting-edge models like deep learning and transformers. This post will delve into the fundamentals of NLP, the mathematical principles that power it, and...
