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Vai a HR Excellence in Research
Vai a Uniwell
University
Expand University
Who we are
History and profile
Mission and vision
Governing Bodies
Facilities
Statute and regulations
Organisation and Administration
Security at Unifi
Elections
Pathways of Peace
Work with us
Recruitment - Call for Applications
Recruitment procedures
International Academics
Information for temporary staff
Conscientious objection to animal testing
Planning & Budgets
University's Strategic Plan
Integrated Plan of Activities and Organization (PIAO)
Gender Equality Plan
Quality and transparency
Transparent administration
Quality Assurance
Data protection
Official Register
Around the world
Welcome to Unifi
Erasmus+ and International Mobility
International cooperation Agreements
Visiting Professors
Promotion of International Activities
Cooperation for Development
Study with us
Expand Study with us
Degree Programmes
First Cycle and Single Cycle Degrees
Second Cycle Degrees
International Courses
Single subjects
Orientation
Open Day
Other events and initiatives
Orientation events can be reserved online
Materials and guides
Support during your studies
Access and enrolment
Tests and how to access courses
Registration and enrolment
Calendar and key deadlines
Programme changes and other procedures
Erasmus and other international mobility
International Students
Fees and Charges
Scholarships and Grants
Study Regulations
Services | Info desks
University life
Studente della Toscana Card
Campuses and transportation
Lesson schedules
Canteens and Accommodation
Internships
Services for inclusion
Language Courses
Students initiatives
Medical Care and Sport
Representation and protection
After graduation
Job Placement and Careers
PhD Programmes
Master courses
Advanced training, vocational training and continuing education courses
Specialisation Schools
State qualifying examinations
Research and innovation
Expand Research and innovation
Research
Projects, activities and services
Funding opportunities
Research for innovation and development
Research infrastructures
Research Networks
NRRP
Open Science
Quality and Evaluation
HR Excellence in Research
Innovation
Patents and Copyrights
Strategic partnerships
Spaces and Facilities
Measures and Announcements for Companies
Events and matchmaking
Become a Sponsor of the University of Florence
University and society
Cultural and educational initiatives
University's Art and Performing Arts Activities
Actions for sustainability
Unifi Official Store
Info for
Prospective students
Students
Graduates
Alumnae and Alumni
Companies and organizations
Citizens
Families and school world
STATISTICS AND DATA SCIENCE
Course Website
Home
Study with us
[B379] STATISTICS AND DATA SCIENCE
Access mode
Unrestricted
Duration
2 years
Credits
120
Location
FIRENZE
Structure
Statistica, Informatica, Applicazioni 'G. Parenti' (DiSIA)
Degree class
Language
Italian
Delivery mode
Conventional
Study plans - A.A 2025/2026
SCIENZE STATISTICHE
BIOSTATISTICA
Year of study: 1
Year of study: 2
Required
WORKSHOP
1 CFU - 16 hours - Primo Semestre
Probability and mathematics for statistics
12 CFU - 96 hours - Primo Semestre
STATICAL INFERENCE AND COMPUTATIONAL METHODS
12 CFU - 96 hours - Primo Semestre
THEORY AND PRACTICE OF STATISTICAL MODELS
12 CFU - 96 hours - Secondo Semestre
BAYESIAN STATISTICS
6 CFU - 48 hours - Secondo Semestre
ALGORITHMS AND PROGRAMMING FOR DATA ANALYSIS
9 CFU - 72 hours - Secondo Semestre
Required
LONGITUDINAL DATA ANALYSIS
9 CFU - 72 hours - Primo Semestre
FINAL EXAMINATION
20 CFU - 0 hours
Optional, according to the rules of choice of your study plan
CAUSAL INFERENCE AND PROGRAM EVALUATION
9 CFU - 72 hours - Secondo Semestre
RISK MANAGEMENT IN FINANCE AND INSURANCE
9 CFU - 72 hours - Secondo Semestre
ADVANCED BIOSTATISTICAL METHODS
6 CFU - 48 hours - Secondo Semestre
STAGE
9 CFU - 225 hours
ECONOMIC DEMOGRAPHY
6 CFU - 48 hours - Secondo Semestre
MULTIVARIATE ANALYSIS AND STATISTICAL LEARNING
9 CFU - 72 hours - Primo Semestre
STATISTICAL INFORMATION SYSTEMS: BIG DATA, OPEN DATA AND SEMANTIC WEB
6 CFU - 48 hours - Secondo Semestre
DESIGN AND ANALYSIS OF SAMPLE SURVEYS
9 CFU - 72 hours - Primo Semestre
BAYESIAN DATA ANALYSIS
6 CFU - 48 hours - Secondo Semestre
STATISTICAL ANALYSIS OF NETWORK DATA
6 CFU - 48 hours - Secondo Semestre
FUNDAMENTALS OF MACHINE LEARNING
6 CFU - 48 hours - Secondo Semestre
STATISTICAL METHODS FOR FORECASTING AND QUANTITATIVE MARKETING
6 CFU - 48 hours - Primo Semestre
SPATIAL DATA ANALYSIS
6 CFU - 48 hours - Primo Semestre
PRINCIPLES & PRACTICES OF OFFICIAL STATISTICS
6 CFU - 48 hours - Primo Semestre
INTERNSHIP IN OFFICIAL STATISTICS - I
5 CFU - 125 hours
INTERNSHIP IN OFFICIAL STATISTICS - II
5 CFU - 125 hours
Year of study: 1
Year of study: 2
Required
WORKSHOP
1 CFU - 16 hours - Primo Semestre
Probability and mathematics for statistics
12 CFU - 96 hours - Primo Semestre
STATICAL INFERENCE AND COMPUTATIONAL METHODS
12 CFU - 96 hours - Primo Semestre
THEORY AND PRACTICE OF STATISTICAL MODELS
12 CFU - 96 hours - Secondo Semestre
BAYESIAN STATISTICS
6 CFU - 48 hours - Secondo Semestre
ALGORITHMS AND PROGRAMMING FOR DATA ANALYSIS
9 CFU - 72 hours - Secondo Semestre
Required
CAUSAL INFERENCE AND PROGRAM EVALUATION
9 CFU - 72 hours - Secondo Semestre
ADVANCED BIOSTATISTICAL METHODS
6 CFU - 48 hours - Secondo Semestre
STATISTICAL METHODS FOR CLINICAL AND EPIDEMIOLOGICAL STUDIES
9 CFU - 72 hours - Primo Semestre
FINAL EXAMINATION
20 CFU - 0 hours
Optional, according to the rules of choice of your study plan
STAGE
9 CFU - 225 hours
ECONOMIC DEMOGRAPHY
6 CFU - 48 hours - Secondo Semestre
MULTIVARIATE ANALYSIS AND STATISTICAL LEARNING
9 CFU - 72 hours - Primo Semestre
STATISTICAL INFORMATION SYSTEMS: BIG DATA, OPEN DATA AND SEMANTIC WEB
6 CFU - 48 hours - Secondo Semestre
DESIGN AND ANALYSIS OF SAMPLE SURVEYS
9 CFU - 72 hours - Primo Semestre
BAYESIAN DATA ANALYSIS
6 CFU - 48 hours - Secondo Semestre
STATISTICAL ANALYSIS OF NETWORK DATA
6 CFU - 48 hours - Secondo Semestre
FUNDAMENTALS OF MACHINE LEARNING
6 CFU - 48 hours - Secondo Semestre
STATISTICAL METHODS FOR FORECASTING AND QUANTITATIVE MARKETING
6 CFU - 48 hours - Primo Semestre
SPATIAL DATA ANALYSIS
6 CFU - 48 hours - Primo Semestre
PRINCIPLES & PRACTICES OF OFFICIAL STATISTICS
6 CFU - 48 hours - Primo Semestre
INTERNSHIP IN OFFICIAL STATISTICS - I
5 CFU - 125 hours
INTERNSHIP IN OFFICIAL STATISTICS - II
5 CFU - 125 hours
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