This summer school aims at gathering mathematicians, computer scientists, and physicists interested in quantum learning and quantum computation. Several introductory lectures will be given by leading researchers in the field including Pablo Arrighi (Université Paris-Saclay and Inria), Matthias Caro (University of Warwick), Guillaume Rabusseau (Université de Montréal / MILA), Muhammad Hamza Waseem (Oxford University), and Mirjam Weilenmann (IQOQI Vienna and Inria). Topics covered include quantum computing and information, quantum learning theory, tensor networks, quantum states of neural networks, and quantum cellular automata. The lectures will be complemented by additional research talks. Poster sessions for PhD students and post-doctoral researchers will be organized during the school.