[B241] Artificial Intelligence | Università di Firenze

Access mode

Free

Duration

2 years

Credits

120

Location

FIRENZE

Structure

Ingegneria dell'Informazione

Degree class

LM-32 - Classe delle lauree magistrali in Ingegneria informatica

Language

Italian

Required

DEEP LEARNING/DEEP LEARNING APPLICATIONS (C.I.)
15 CFU - 120 hours

FOUNDATIONS OF STATISTICAL MODELLING/ FOUNDATIONS OF STATISTICAL LEARNING (C.I.)
12 CFU - 96 hours

Optional, according to the rules of choice of your study plan

COMPUTATIONAL VISION
6 CFU - 48 hours - Secondo Semestre

BIG DATA ARCHITECTURES
6 CFU - 48 hours - Primo Semestre

DATA MINING
6 CFU - 48 hours - Secondo Semestre

PARALLEL PROGRAMMING FOR MACHINE LEARNING
6 CFU - 48 hours - Primo Semestre

STOCHASTIC MODELS
6 CFU - 48 hours - Secondo Semestre

KNOWLEDGE ENGINEERING
6 CFU - 48 hours - Primo Semestre

OPTIMIZATION TECHNIQUES FOR MACHINE LEARNING
6 CFU - 48 hours - Primo Semestre

FOUNDATIONS OF NEUROSCIENCE
6 CFU - 48 hours - Secondo Semestre

RIGHTS AND RULES FOR ARTIFICIAL INTELLIGENCE
6 CFU - 48 hours - Secondo Semestre

STATISTICAL PHYSICS AND COMPLEX SYSTEMS
6 CFU - 48 hours - Secondo Semestre

INNOVATION MANAGEMENT
6 CFU - 48 hours - Primo Semestre

PROJECT WORK IN STOCHASTIC MODELS
3 CFU - 0 hours

PROJECT WORK IN BIG DATA ARCHITECTURES
3 CFU - 0 hours

PROJECT WORK IN COMPUTATIONAL VISION
3 CFU - 0 hours

PROJECT WORK IN DATA MINING
3 CFU - 0 hours

PROJECT WORK IN KNOWLEDGE ENGINEERING
3 CFU - 0 hours

PROJECT WORK IN PARALLEL PROGRAMMING FOR MACHINE LEARNING
3 CFU - 0 hours

PROJECT WORK IN DEEP LEARNING APPLICATIONS
3 CFU - 0 hours

EXPLAINABLE ARTIFICIAL INTELLIGENCE
6 CFU - 48 hours - Secondo Semestre

NATURAL LANGUAGE PROCESSING
6 CFU - 48 hours - Primo Semestre

Required

FINAL EXAMINATION
18 CFU - 0 hours

AUTONOMOUS AGENTS AND INTELLIGENT ROBOTICS
6 CFU - 48 hours

OPTIMIZATION TECHNIQUES FOR MACHINE LEARNING
6 CFU - 48 hours

Optional, according to the rules of choice of your study plan

GENERATIVE MODELS
6 CFU - 48 hours

COMPUTER VISION AND INTELLIGENT MEDIA RECOGNITION
6 CFU - 48 hours

GEOMETRIC LEARNING
6 CFU - 48 hours

CAUSAL INFERENCE
9 CFU - 72 hours

QUANTUM MACHINE LEARNING
6 CFU - 48 hours

DIGITAL MARKETING AND MARKET AUTOMATION
6 CFU - 48 hours

INDUSTRIAL ROBOTICS
6 CFU - 48 hours

PROJECT WORK IN GENERATIVE MODELS
3 CFU - 0 hours

PROJECT WORK IN ROBOTICS
3 CFU - 0 hours

PROJECT WORK IN OPTIMIZATION METHODS FOR MACHINE LEARNING
3 CFU - 0 hours

PROJECT WORK IN OPTIMIZATION METHODS FOR MACHINE LEARNING
3 CFU - 0 hours

PROJECT WORK IN COMPUTER VISION AND INTELLIGENT MEDIA RECOGNITION
3 CFU - 0 hours

PROJECT WORK IN GEOMETRIC LEARNING
3 CFU - 0 hours

CAUSAL INFERENCE
6 CFU - 48 hours

EXPLAINABLE ARTIFICIAL INTELLIGENCE
6 CFU - 48 hours

NATURAL LANGUAGE PROCESSING
6 CFU - 48 hours

PROJECT WORK IN NATURAL LANGUAGE PROCESSING
3 CFU - 24 hours

PROJECT WORK IN NATURAL LANGUAGE PROCESSING
3 CFU - 24 hours

PROJECT WORK IN EXPLAINABLE ARTIFICIAL INTELLIGENCE
3 CFU - 24 hours

PROJECT WORK IN EXPLAINABLE ARTIFICIAL INTELLIGENCE
3 CFU - 24 hours