Natural Language Processing (NLP) is a crucial technology in today's information age, with widespread applications across various sectors due to the centrality of language in human communication. In recent years, deep learning approaches, utilizing neural networks, have achieved remarkable success in numerous NLP tasks. These methods eliminate the need for traditional, task-specific feature engineering by employing end-to-end neural models. This course provides students with a comprehensive overview of the latest advancements in Natural Language Processing.