With the development of emerging technologies such as deep learning

big data technology and cloud computing

artificial intelligence has become an important driving force for social and economic development. At the same time

artificial intelligence has also begun to integrate with the educational concept and teaching model

opening a new era of modern education. In the Internet era

how to realize students' personalized learning with the help of network technology is a problem that educators need to think about and solve. Adaptive learning path is to mobilize all resources to provide learning support for learners and meet their individual learning needs on the basis of considering their learning characteristics and learning needs. The emergence and development of deep learning technology provides important support for the construction of adaptive learning path. Therefore

this paper now explores the problem of adaptive learning based on deep learning technology.