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This lecture covers the introduction to the course, including the course format, schedule, and tools used. It also explains the course structure, the use of Zoom for remote participation, and the importance of being courteous in interactions. The lecture details the weekly schedule, which includes quizzes and additional content sessions. The instructor, Samuel Bancal, provides information on the installation of necessary software like Anaconda, Python, Matlab, and Octave. Additionally, the lecture introduces the use of Poll Everywhere for interactive activities and the access to collaborative storage services at EPFL.