Research on Teaching Reform of Probability Theory and Mathematical Statistics in Artificial Intelligence Major

Abstract

Probability Theory and Mathematical Statistics is a discipline focused both on theory and practice. For students majoring in Artificial Intelligence, it is a basic discipline they must master. Whether they have a good grasp of this course would affect their understanding and learning of other professional courses in the future, so it is greatly important to improve their learning enthusiasm for enhancing their ability to integrate theory with practice. The measures such as teaching with case and inspiration, changing assessment methods, increasing practical teaching, drawing mind map, etc. can cultivate students' ability to solve practical problems by applying Probability Theory and Mathematical Statistics. The teaching methods is reformed by using the mixed mode teaching based on online and offline. In this way, the teaching quality could be improved.