[B257] DATA SCIENCE, SCIENTIFIC COMPUTING & ARTIFICIAL INTELLIGENCE | UNIFI

Access mode

Free

Duration

2 years

Credits

120

Location

FIRENZE

Structure

Statistica, Informatica, Applicazioni 'G. Parenti' (DiSIA)

Degree class

LM Data - Data science

Language

Italian

Required

FUNDAMENTALS OF STATISTICS FOR DATA SCIENCE
6 CFU - 48 hours - Primo Semestre

STATISTICAL LEARNING FOR DATA SCIENCE
6 CFU - 48 hours - Secondo Semestre

DATA ORGANIZATION AND DATA MINING
12 CFU - 96 hours -

Not required

PROBABILITY FOR DATA SCIENCE
9 CFU - 72 hours - Primo Semestre

NUMERICAL APPROXIMATION FOR DATA MODELING
9 CFU - 72 hours - Primo Semestre

NUMERICAL METHODS FOR DATA SCIENCE
6 CFU - 48 hours - Secondo Semestre

NUMERICAL OPTIMIZATION FOR MACHINE LEARNING
6 CFU - 48 hours - Secondo Semestre

FUNDAMENTALS OF COMPUTER SCIENCE FOR DATA SCIENCE
9 CFU - 72 hours - Primo Semestre

DATA SECURITY AND PRIVACY
9 CFU - 72 hours - Primo Semestre

THE LANGUAGE OF THE LIVING
6 CFU - 48 hours - Secondo Semestre

HIGH PERFORMANCE COMPUTING APPLIED TO CHEMISTRY
6 CFU - 48 hours -

DATA SCIENCE FOR BIOCHEMICAL SCIENCES
6 CFU - 48 hours - Secondo Semestre

FUNDAMENTALS OF CHEMISTRY FOR THE DATA/COMPUTATIONAL SCIENTIST
6 CFU - 48 hours - Primo Semestre

DATA SCIENCE FOR NEUROSCIENCE
6 CFU - 48 hours - Secondo Semestre

COMPUTATIONAL GEOCHEMISTRY AND GEOSTATISTICS
6 CFU - 48 hours - Secondo Semestre

LOGIC FOR ARTIFICIAL INTELLIGENCE
6 CFU - 48 hours - Secondo Semestre

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

ALGORITHMS AND PROGRAMMING FOR MASSIVE DATA
6 CFU - 48 hours - Secondo Semestre

Required

FINAL EXAMINATION
3 CFU - 0 hours -

COMPUTATIONAL LEARNING
6 CFU - 48 hours -

FINAL WORK: DEVELOPMENT OF THESIS
18 CFU - 0 hours -

HIGH LEVEL TRAINING
3 CFU - 75 hours -

Not required

COMPUTER FORENSICS
6 CFU - 48 hours -

LANGUAGE, COGNITION AND COMPUTATION
6 CFU - 48 hours -

BIG DATA IN BIOLOGY
6 CFU - 48 hours -

MODELS IN COMPUTATIONAL BIOLOGY
6 CFU - 48 hours -

CHEMICAL-PHYSICAL MODELLING
6 CFU - 48 hours -

DATA SCIENCE IN PARTICLE PHYSICS
6 CFU - 48 hours -

ANALYSIS OF NUMERICAL SERIES FOR GEOPHYSICS
6 CFU - 48 hours -

NUMERICAL PALEOBIOLOGY
6 CFU - 48 hours -

GEOMETRIC DEEP LEARNING
6 CFU - 48 hours -

MATHEMATICAL MODELS FOR DISTRIBUTED LEDGERS: THEORY AND USE CASES
6 CFU - 48 hours -

STATISTICAL ANALYSIS OF NETWORK DATA
6 CFU - 48 hours -

INFORMATION RETRIEVAL AND SEMANTIC WEB TECHNOLOGIES
6 CFU - 48 hours -

QUANTUM MACHINE LEARNING
6 CFU - 48 hours -

QUANTUM MACHINE LEARNING
6 CFU - 48 hours -

IMAGE ANALYSIS AND COMPUTER VISION WITH APPLICATIONS TO PHYSICAL SCIENCES
6 CFU - 48 hours -