Online learning effect analysis based on machine learning

Online learning has grown in popularity due to the advancement of Internet technology, and how to accurately assess its efficacy has emerged as a major challenge. Online learning provides advantages and benefits in terms of enhancing people’s learning effectiveness and cognitive approach, but it also faces numerous obstacles as a new learning technique and educational model. To increase the efficacy of online learning, we assess and investigate the existing state, shortcomings, learning effects, and behavioral evaluation of online learning in this research.