This course is an introduction to a machine learning technique called deep learning and its application in hospitality and tourism management data optimization. Deep learning can create automated systems that can process large volumes of data at high speed to make automated predictions or decisions. Students will gain familiarization on a broad range of important machine learning concepts such as statistical learning, learning paradigms, data training, data testing and data evaluating.