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The Laboratory of Artificial Intelligence for Education (ML4ED) at EPFL focuses on research at the intersection of machine learning, data mining, and education. They develop models and algorithms to create highly personalized learning tools, aiming to optimize knowledge transfer and foster critical thinking skills. The lab hosts the Digital Vocational Education and Training Hub, dedicated to researching the digital transformation of vocational education. Their projects include collaboration with VET stakeholders to develop innovative didactic methods and educational technology solutions. Additionally, they offer student projects in data mining and machine learning for educational ecosystems, emphasizing user-centered design and continuous testing of educational innovations.