Course Description

Course CodeCourse NameCreditsHours
5705493 Deep Learning and Business Forecasting 3.0 3
Description This course will give a full picture of deep learning techniques and its application in business forecasting. Content includes: (1) basic concepts and algorithms of deep learning and neural networks; (2) popular network structures, activation functions, and regularization techniques; (3) principle and applications of computer vision and natural language processing. (4) applications of popular network structures in business forecasting. By learning this course, students will consolidate the basic concepts of neural networks; master the basic concepts and related algorithms of the main network structure in deep learning; understand the background knowledge of deep learning techniques with specific application fields; and understanding how to apply the main network structure in business forecasting.