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Vai a HR Excellence in Research
Vai a Uniwell
Vai a HR Excellence in Research
Vai a Uniwell
University
Expand University
Who we are
History and profile
Governing Bodies
Facilities
Statute and regulations
Organisation and Administration
Security at Unifi
Work with us
Recruitment - Call for Applications
International Academics
Research Grants
Planning & Budgets
University's Strategic Plan
Gender Equality Plan
Quality and transparency
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
Previous Years Programmes
Orientation
Materials and guides
Access and enrolment
Tests and how to access courses
Registration and enrolment
Other procedures
International Students
Incoming Erasmus Students
Fees and Charges
Scholarships and Grants
Calendar of key deadlines
Study Regulations
Services | Info desks
University life
Internships
Campuses and transportation
Canteens and Accommodation
Services for inclusion
Italian Language Courses
Health and Medical Care
Representation and protection
After graduation
Job Placement and Careers
PhD Programmes
Specialisation Schools
Advanced training, vocational training and continuing education courses
Master courses
State qualifying examinations
Research and innovation
Expand Research and innovation
Research
Financed Projects
Funding opportunities
Research for innovation and development
Research infrastructures
National Recovery and Resilience Plan (PNRR)
Open Science
Quality and Evaluation
HR Excellence in Research
Innovation
Patents and Copyrights
Spaces and Facilities
Measures and Announcements for Companies
Events and matchmaking
University and society
Cultural and educational initiatives
University's Art and Performing Arts Activities
Actions for sustainability
Unifi official store
Info for
Future students
Students
Graduates
Alumnae and Alumni
Companies and organizations
Citizens
Families and school world
STATISTICS AND DATA SCIENCE
Course Website
Home
Study with us
[B236] STATISTICS AND DATA SCIENCE
Access mode
Free
Duration
2 years
Credits
120
Location
FIRENZE
Structure
Statistica, Informatica, Applicazioni 'G. Parenti' (DiSIA)
Degree class
LM-82 - Classe delle lauree magistrali in Scienze statistiche
Language
Italian
The degree programme in a nutshell
Educational goals
Admission requirements
Study plans - A.A 2024/2025
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
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
RISK MANAGEMENT IN FINANCE AND INSURANCE
9 CFU - 72 hours
ADVANCED BIOSTATISTICAL METHODS
6 CFU - 48 hours
STAGE
9 CFU - 0 hours
ECONOMIC DEMOGRAPHY
6 CFU - 48 hours
MULTIVARIATE ANALYSIS AND STATISTICAL LEARNING
9 CFU - 72 hours
STATISTICAL INFORMATION SYSTEMS: BIG DATA, OPEN DATA AND SEMANTIC WEB
6 CFU - 48 hours
DESIGN AND ANALYSIS OF SAMPLE SURVEYS
9 CFU - 72 hours
BAYESIAN DATA ANALYSIS
6 CFU - 48 hours
STATISTICAL ANALYSIS OF NETWORK DATA
6 CFU - 48 hours
FUNDAMENTALS OF MACHINE LEARNING
6 CFU - 48 hours
STATISTICAL METHODS FOR FORECASTING AND QUANTITATIVE MARKETING
6 CFU - 48 hours
SPATIAL DATA ANALYSIS
6 CFU - 48 hours
PRINCIPLES & PRACTICES OF OFFICIAL STATISTICS
6 CFU - 48 hours
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
ADVANCED BIOSTATISTICAL METHODS
6 CFU - 48 hours
STATISTICAL METHODS FOR CLINICAL AND EPIDEMIOLOGICAL STUDIES
9 CFU - 72 hours
FINAL EXAMINATION
20 CFU - 0 hours
Optional, according to the rules of choice of your study plan
STAGE
9 CFU - 0 hours
ECONOMIC DEMOGRAPHY
6 CFU - 48 hours
MULTIVARIATE ANALYSIS AND STATISTICAL LEARNING
9 CFU - 72 hours
STATISTICAL INFORMATION SYSTEMS: BIG DATA, OPEN DATA AND SEMANTIC WEB
6 CFU - 48 hours
DESIGN AND ANALYSIS OF SAMPLE SURVEYS
9 CFU - 72 hours
BAYESIAN DATA ANALYSIS
6 CFU - 48 hours
STATISTICAL ANALYSIS OF NETWORK DATA
6 CFU - 48 hours
FUNDAMENTALS OF MACHINE LEARNING
6 CFU - 48 hours
STATISTICAL METHODS FOR FORECASTING AND QUANTITATIVE MARKETING
6 CFU - 48 hours
SPATIAL DATA ANALYSIS
6 CFU - 48 hours
PRINCIPLES & PRACTICES OF OFFICIAL STATISTICS
6 CFU - 48 hours
INTERNSHIP IN OFFICIAL STATISTICS - I
5 CFU - 125 hours
INTERNSHIP IN OFFICIAL STATISTICS - II
5 CFU - 125 hours