Physics of Data — Università degli Studi di Padova, Padova

Il piano degli esami

1° anno

• LABORATORY OF COMPUTATIONAL PHYSICS (C.I.) — 12 CFU
• MANAGEMENT AND ANALYSIS OF PHYSICS DATASET (C.I.) — 12 CFU
• MACHINE LEARNING — 6 CFU
• ADVANCED STATISTICS FOR PHYSICS ANALYSIS — 6 CFU
• FINAL EXAMINATION — 22 CFU
• Non obbligatori (a scelta): STATISTICAL MECHANICS 6 CFU; THEORETICAL PHYSICS OF THE FUNDAMENTAL INTERACTIONS 6 CFU; DYNAMICAL MODELS FOR CLIMATE 6 CFU; BIOLOGICAL DATASETS FOR COMPUTATIONAL PHYSICS 6 CFU; THEORETICAL PHYSICS 6 CFU; NUCLEAR PHYSICS 6 CFU; GENERAL RELATIVITY 6 CFU; STATISTICAL MECHANICS OF COMPLEX SYSTEMS 6 CFU; MODELS OF THEORETICAL PHYSICS 6 CFU; FUNDAMENTALS OF ASTROPHYSICS AND COSMOLOGY 6 CFU; NEURAL NETWORKS AND DEEP LEARNING 6 CFU; PHYSICS OF THE ATMOSPHERE 6 CFU; PHYSICS OF COMPLEX NETWORKS: STRUCTURE AND DYNAMICS 3 CFU; QUANTUM INFORMATION WITH ATOMS AND PHOTONS 6 CFU; ADVANCED TOPICS IN PHYSICS OF DATA 4 CFU

2° anno

• INFORMATION THEORY AND INFERENCE — 6 CFU
• STAGE — 8 CFU
• Non obbligatori (a scelta): NUMERICAL METHODS FOR QUANTUM TECHNOLOGIES 9 CFU; TENSOR NETWORK METHODS 6 CFU; QUANTUM ALGORITHMS 6 CFU; GAME THEORY 6 CFU; PHYSICAL MODELS OF LIVING SYSTEMS 6 CFU; PHYSICS OF COMPLEX SYSTEMS 6 CFU; ASTRO-STATISTICS AND COSMOLOGY 6 CFU; COMPUTATIONAL ASTROPHYSICS 6 CFU; PROGRAMMABLE HARDWARE DEVICES 6 CFU; MODERN COMPUTING FOR PHYSICS 6 CFU; PHYSICS OF LIFE, DATA AND EPIDEMIOLOGY 6 CFU; COMPUTER VISION AND COGNITIVE SYSTEMS 6 CFU; CLIMATE VARIABILITY AND CHANGE 6 CFU; WEATHER AND CLIMATE EXTREMES 6 CFU