Digital Signal Processing and Artificial Intelligence for Automatic Learning Han Min 3 3 2024 https://doi.org/10.6025/dspaial/2024/3/3/90-96 https://www.dline.info/dspai/fulltext/v3n3/dspaiv3n3_2.pdf With the rapid development of artificial intelligence, it has been widely applied in various industries in recent years. It is a very important topic for courses, so we must continuously improve our course content. This article will study how to use artificial intelligence to establish an effective course management system to effectively disseminate our courses. Through a systematic exploration of deep learning mathematical models, we find that they can significantly change the teaching of courses. Through practical simulations, it can better help schools organize classroom content and inspire learners’ enthusiasm for learning.