Introduces a project-based course in communications and robotics, emphasizing practical projects and independent learning to prepare students for real-world challenges.
Outlines the Master's program in Computational Science and Engineering at EPFL, detailing its structure, curriculum, and career opportunities for graduates.
Addresses the challenges and opportunities in engineering education at EPFL and ETH Zurich, focusing on student growth and the need for effective communication.
Introduces the course on information systems, covering its structure, objectives, and foundational concepts essential for understanding data management and decision-making.
Explores the EPFL Robot Competition, where students build a robot to clean rooms and retrieve bottles, gaining valuable hands-on experience and preparing for future engineering roles.
Explores the formulation and complexity of Support Vector Machines, including primal and dual forms, geometric interpretation, and algorithmic implications.