Natural Language Processing
Natural Language Processing (NLP) is a subfield of artificial intelligence and linguistics focused on enabling computers to understand, interpret, and generate human language. It involves techniques for processing and analyzing large amounts of natural language data, including tasks like text classification, sentiment analysis, machine translation, and speech recognition. NLP combines computational linguistics with statistical, machine learning, and deep learning models to bridge the gap between human communication and computer understanding.
Developers should learn NLP when building applications that involve text or speech interaction, such as chatbots, virtual assistants, content recommendation systems, or automated customer service tools. It's essential for extracting insights from unstructured text data in fields like social media analysis, healthcare documentation, and legal document review. NLP skills are particularly valuable in industries implementing AI-driven automation and data analysis.