This course is an introduction to Natural Language Processing. It covers a brief overview of the subject, including the task background, its computational problem setting and general thoughts of methodologies. Several state-of-the-art techniques that well support the industrial level services, including topic modelling, deep learning models, and their applications in search engine, chatbot, QA system and so on will also be included.