Research on Big Data Analysis of Online Learning Behavior and Predictive of Learning Effectiveness

Data-driven artificial intelligence is transforming industries across the board, with AI combined with education big data shaping the trajectory of online education platforms. The project integrates big data analytics and deep learning technologies into online education, leveraging data analysis and visualization to offer personalized services to students, teachers, and educational institutions. This breaks geographical barriers, enabling universal access to high-quality educational resources. The platform empowers educational institutions to accurately grasp the needs of both students and teachers, optimize teaching resources, and devise tailored teaching and learning strategies. It mines data on online learning behaviors, constructs student profiles, and precisely recommends learning materials and customized learning approaches. This approach ensures that education is not only accessible but also adaptive and effective for all learners, thereby revolutionizing the way education is delivered and experienced in the digital age.