人工智能时代下概率论线上线下混合式教学改革探索

Exploring the Reform of Blended Online and Offline Teaching of Probability Theory in the Era of Artificial Intelligence

人工智能时代对教育领域的影响日益显著,线上线下混合式教学改革成为高校教育改革的关注焦点之一。概率论是一个重要的学科,它是统计学、数据科学、机器学习等众多人工智能学科的基础,它为人工智能提供了处理不确定性、推理、学习和预测的基础方法。本文结合当代特点探索基于概率论课程的线上线下混合式教学模式的若干教学方式,帮助学生实现自主学习。The impact of the AI era on the field of education is becoming increasingly evident, with the blended approach of online and offline teaching reform emerging as one of the key focuses in higher education reform. Probability theory is an important discipline, serving as the foundation for many AI-related fields such as statistics, data science, and machine learning. It provides the fundamental methods for handling uncertainty, reasoning, learning, and prediction in AI. This paper explores several teaching methods within a blended teaching model based on a probability theory course, tailored to contemporary characteristics, to assist students in achieving self-directed learning.