This course aims to introduce various quantitative methods that are necessary for data analytics and artificial intelligence.  It takes a computational approach in teaching the quantitative methods such as linear algebra, univariable and multivariable differentiation and calculus, probability and statistics, and optimization.  Students will learn and master the concepts of quantitative methods through analysing representative data analytics and artificial intelligence models/algorithms; and meanwhile they will acquire problem-solving skills for data analytics and artificial intelligence.