Natural Language Processing (NLP)

Welcome to this comprehensive course on Natural Language Processing (NLP). NLP is a critical subfield of artificial intelligence and computational linguistics focused on enabling computers to understand, interpret, manipulate, and generate human language in a valuable and meaningful way. This course is designed for data scientists, software engineers, linguists, product managers, and anyone intrigued by the intersection of human communication and machine intelligence. We will embark on a structured journey from the foundational linguistic concepts and classical rule-based systems, through the statistical revolution and the advent of deep learning, to the transformative era of large language models and transformers. You will gain a deep understanding of core NLP tasks—from sentiment analysis and machine translation to question answering and dialogue systems—along with the practical algorithms and architectural paradigms that power them. By the end of this course, you will possess the conceptual framework and technical vocabulary necessary to understand state-of-the-art NLP systems, engage with current research, and contribute to building the next generation of language-aware technologies.