Natural Language Processing (NLP) involves the ability of machines to understand and generate human language, allowing interactions between humans and computers to be more natural. NLP combines computational linguistics with machine learning to facilitate language understanding. Applications include chatbots, language translation, and sentiment analysis. It's closely related to fields like text mining and speech recognition, enhancing their effectiveness.