Intelligenza Artificiale — Università degli Studi di Firenze, Firenze

Il piano degli esami

1° anno

• AUTONOMOUS AGENTS AND INTELLIGENT ROBOTICS — 6 CFU
• DEEP LEARNING/DEEP LEARNING APPLICATIONS (C.I.) — 15 CFU
• FOUNDATIONS OF STATISTICAL MODELLING/ FOUNDATIONS OF STATISTICAL LEARNING (C.I.) — 12 CFU
• Opzionali, secondo le regole di scelta del proprio piano di studio (a scelta): COMPUTATIONAL VISION 6 CFU; BIG DATA ARCHITECTURES 6 CFU; COMBINATORIAL OPTIMIZATION 6 CFU; DATA MINING 6 CFU; PARALLEL PROGRAMMING FOR MACHINE LEARNING 6 CFU; STOCHASTIC MODELS 6 CFU; KNOWLEDGE ENGINEERING 6 CFU; FOUNDATIONS OF NEUROSCIENCE 6 CFU; RIGHTS AND RULES FOR ARTIFICIAL INTELLIGENCE 6 CFU; STATISTICAL PHYSICS AND COMPLEX SYSTEMS 6 CFU; PROJECT WORK IN STOCHASTIC MODELS 3 CFU; ROBOTICS AND INTELLIGENT MACHINES 6 CFU; PROJECT WORK IN BIG DATA ARCHITECTURES 3 CFU; PROJECT WORK IN COMPUTATIONAL VISION 3 CFU; PROJECT WORK IN DATA MINING 3 CFU; PROJECT WORK IN KNOWLEDGE ENGINEERING 3 CFU; PROJECT WORK IN PARALLEL PROGRAMMING FOR MACHINE LEARNING 3 CFU; PROJECT WORK IN DEEP LEARNING APPLICATIONS 3 CFU; INTERAZIONE UOMO-ROBOT 6 CFU; NEURO-SYMBOLIC ARTIFICIAL INTELLIGENCE AT SCALE 6 CFU; PROJECT WORK IN NEURO-SYMBOLIC ARTIFICIAL INTELLIGENCE AT SCALE 3 CFU

2° anno

• FINAL EXAMINATION — 18 CFU
• OPTIMIZATION TECHNIQUES FOR MACHINE LEARNING — 6 CFU
• Opzionali, secondo le regole di scelta del proprio piano di studio (a scelta): IMAGE AND VIDEO ANALYSIS 6 CFU; GENERATIVE MODELS 6 CFU; COMPUTER VISION AND INTELLIGENT MEDIA RECOGNITION 6 CFU; GEOMETRIC LEARNING 6 CFU; CAUSAL INFERENCE 9 CFU; QUANTUM MACHINE LEARNING 6 CFU; DIGITAL MARKETING AND MARKET AUTOMATION 6 CFU; PROJECT WORK IN GENERATIVE MODELS 3 CFU; PROJECT WORK IN ROBOTICS 3 CFU; PROJECT WORK IN COMPUTER VISION AND INTELLIGENT MEDIA RECOGNITION 3 CFU; CAUSAL INFERENCE 6 CFU; EXPLAINABLE ARTIFICIAL INTELLIGENCE 6 CFU; NATURAL LANGUAGE PROCESSING 6 CFU; PROJECT WORK IN NATURAL LANGUAGE PROCESSING 3 CFU; PROJECT WORK IN EXPLAINABLE ARTIFICIAL INTELLIGENCE 3 CFU; PROJECT WORK IN IMAGE AND VIDEO ANALYSIS 3 CFU