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C. Paramasivan Vignesh is an Assistant Professor in the Department of Computer Science and Engineering at Arjun College of Technology, Coimbatore. His areas of interest include machine learning, data science, software development, and intelligent computing. He actively participates in academic research and student mentoring activities. His work focuses on applying AI techniques to real-world problems.
This chapter provides an in-depth examination of machine learning models aimed at forecasting academic stress, anxiety, and emotional well-being among university students. It stresses the use of artificial intelligence, machine learning, and data-driven methods to change how schools work today. The conversation focuses on important frameworks, algorithms, and technological methods that make it easier to keep an eye on, forecast, and enhance student results. There is also talk about how new technology may affect education systems that are equipped for the future. In general, this chapter shows how intelligent systems can fill in the holes in traditional education by providing scalable and creative solutions that boost performance, inclusivity, and long-term academic achievement in a variety of learning settings.