Studying at the University of Verona
Here you can find information on the organisational aspects of the Programme, lecture timetables, learning activities and useful contact details for your time at the University, from enrolment to graduation.
Academic calendar
The academic calendar shows the deadlines and scheduled events that are relevant to students, teaching and technical-administrative staff of the University. Public holidays and University closures are also indicated. The academic year normally begins on 1 October each year and ends on 30 September of the following year.
Course calendar
The Academic Calendar sets out the degree programme lecture and exam timetables, as well as the relevant university closure dates..
Period | From | To |
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I semestre | Oct 1, 2015 | Jan 29, 2016 |
II semestre | Mar 1, 2016 | Jun 10, 2016 |
Session | From | To |
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Sessione straordinaria Appelli d'esame | Feb 1, 2016 | Feb 29, 2016 |
Sessione estiva Appelli d'esame | Jun 13, 2016 | Jul 29, 2016 |
Sessione autunnale Appelli d'esame | Sep 1, 2016 | Sep 30, 2016 |
Session | From | To |
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Sess. autun. App. di Laurea | Nov 25, 2015 | Nov 25, 2015 |
Sess. invern. App. di Laurea | Mar 16, 2016 | Mar 16, 2016 |
Sess. estiva App. di Laurea | Jul 12, 2016 | Jul 12, 2016 |
Sess. autun 2016 App. di Laurea | Nov 23, 2016 | Nov 23, 2016 |
Sess. invern. 2017 App. di Laurea | Mar 20, 2017 | Mar 20, 2017 |
Period | From | To |
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Festività dell'Immacolata Concezione | Dec 8, 2015 | Dec 8, 2015 |
Vacanze di Natale | Dec 23, 2015 | Jan 6, 2016 |
Vancanze di Pasqua | Mar 24, 2016 | Mar 29, 2016 |
Anniversario della Liberazione | Apr 25, 2016 | Apr 25, 2016 |
Festa del S. Patrono S. Zeno | May 21, 2016 | May 21, 2016 |
Festa della Repubblica | Jun 2, 2016 | Jun 2, 2016 |
Vacanze estive | Aug 8, 2016 | Aug 15, 2016 |
Exam calendar
Exam dates and rounds are managed by the relevant Science and Engineering Teaching and Student Services Unit.
To view all the exam sessions available, please use the Exam dashboard on ESSE3.
If you forgot your login details or have problems logging in, please contact the relevant IT HelpDesk, or check the login details recovery web page.
Academic staff
Bertelle Roberto
Ugolini Simone
Study Plan
The Study Plan includes all modules, teaching and learning activities that each student will need to undertake during their time at the University. Please select your Study Plan based on your enrolment year.
Modules | Credits | TAF | SSD |
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Modules | Credits | TAF | SSD |
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Modules | Credits | TAF | SSD |
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1° Year
Modules | Credits | TAF | SSD |
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2° Year activated in the A.Y. 2016/2017
Modules | Credits | TAF | SSD |
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3° Year activated in the A.Y. 2017/2018
Modules | Credits | TAF | SSD |
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Legend | Type of training activity (TTA)
TAF (Type of Educational Activity) All courses and activities are classified into different types of educational activities, indicated by a letter.
Probability and Statistics (2015/2016)
Teaching code
4S02843
Credits
6
Coordinatore
Language
Italian
Also offered in courses:
- Probability and Statistics - Teoria of the course Bachelor's degree in Bioinformatics
- Probability and Statistics - Laboratorio of the course Bachelor's degree in Bioinformatics
Scientific Disciplinary Sector (SSD)
MAT/06 - PROBABILITY AND STATISTICS
The teaching is organized as follows:
Teoria
Laboratorio di statistica
Learning outcomes
The goal of the course is to introduce theoretical basis of descriptive statistics and probability, in order to solve the problem of modelling actual phenomena by using stochastic methods, especially applied to Statistics.
Program
Descriptive statistics. Means, median, quantiles.
Variance and other statistics to measure the variability of a distribution.
Simmetry: Skewness of Pearson.
Independence test in crossed tables.
Linear Regression.
Introduction to probability theory: historical roots, three kinds of definition. Revision of set theory. Axiomatic definition of probability: outcomes, random experiments, sample space. Conditional probability: total probability theorem, law of compound probabilities.
Random variables, discrete density function and cumulative distribution function. Mean, variance and n-th moment of random variables. Models of discrete distributions: Bernoulli distribution, uniform distribution, binomial distribution, geometric distribution, hyper-geometric distribution, Poisson distribution. Examples of continuous distributions: exponential distribution, Gaussian distribution. Characteristic function and (moment) generating function.
Inferential statistics: parameters estimation and statistical hypothesis testing.
Bibliography
Activity | Author | Title | Publishing house | Year | ISBN | Notes |
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Teoria | P. Baldi | Calcolo delle Probabilità e Statistica (Edizione 2) | Mc Graw-Hill | 1998 | 8838607370 | |
Teoria | D. OLIVIERI | Fondamenti di statistica (Edizione 3) | Cedam, Padova | 2007 | ||
Teoria | D. OLIVIERI | Temi svolti di statistica (2001-2007) | Cedam, Padova | 2008 |
Examination Methods
Written and computer exam by using the R programming language.
The exam is divided into two parts: a theory module (20 points) and a lab module (10 points), to be held together.
It is forbidden to use textbooks, manuals or notes during the exam.
Students may use a scientific calculator and refer to a formulary delivered by teacher together with the exam paper.
Teaching materials e documents
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Appello 2016-06-24 - Turno 1 ABCD - Prove (it, 89 KB, 25/06/16)
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Appello 2016-06-24 - Turno 1 ABCD - Soluzioni (it, 242 KB, 25/06/16)
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Appello 2016-06-24 - Turno 2 EFGH - Prove (it, 360 KB, 25/06/16)
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Appello 2016-06-24 - Turno 2 EFGH - Soluzioni (it, 292 KB, 25/06/16)
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Appello 2016-07-29 - Turno 1 ABCD - Prove (it, 141 KB, 30/07/16)
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Appello 2016-07-29 - Turno 1 ABCD - Soluzioni (it, 106 KB, 30/07/16)
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Appello 2016-07-29 - Turno 2 EFGH - Prove (it, 453 KB, 30/07/16)
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Appello 2016-07-29 - Turno 2 EFGH - Soluzioni (it, 116 KB, 30/07/16)
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Appello 2016-09-16 - Prove (it, 58 KB, 17/09/16)
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Appello 2016-09-16 - Soluzioni (it, 332 KB, 17/09/16)
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Appello 2017-02-17 - Prove (it, 85 KB, 19/02/17)
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Appello 2017-02-17 - Soluzioni (it, 231 KB, 19/02/17)
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Lezione Teoria - Variabili Casuali Discrete (it, 1163 KB, 15/04/16)
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LAB 1 - Statistica descrittiva con R-Studio (it, 270 KB, 04/03/16)
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LAB 2 - Indici di forma e connessione nelle tabelle a doppia entrata (it, 1087 KB, 18/03/16)
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LAB 3 - La Regressione Lineare (it, 1108 KB, 01/04/16)
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LAB 4 - Esercizi riepilogativi prime 3 lezioni (it, 1207 KB, 08/04/16)
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LAB 5 - Variabili Casuali Discrete (it, 927 KB, 29/04/16)
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LAB 6 - Variabili Casuali Continue (it, 810 KB, 06/05/16)
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LAB 7 - Verifica di Ipotesi (it, 472 KB, 13/05/16)
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LAB 8 - Esercizi di ripasso finale (it, 667 KB, 20/05/16)
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LAB Bonus - Ulteriori esercizi di ripasso finale (it, 923 KB, 20/05/16)
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Tavola del Chi-Quadrato (it, 61 KB, 14/03/16)
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Tavola della Normale standardizzata (it, 614 KB, 08/05/16)
Type D and Type F activities
Modules not yet included
Career prospects
Module/Programme news
News for students
There you will find information, resources and services useful during your time at the University (Student’s exam record, your study plan on ESSE3, Distance Learning courses, university email account, office forms, administrative procedures, etc.). You can log into MyUnivr with your GIA login details: only in this way will you be able to receive notification of all the notices from your teachers and your secretariat via email and soon also via the Univr app.
Erasmus+ and other experiences abroad
Graduation
List of theses and work experience proposals
theses proposals | Research area |
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Analisi e percezione dei segnali biometrici per l'interazione con robot | AI, Robotics & Automatic Control - AI, Robotics & Automatic Control |
Integrazione del simulatore del robot Nao con Oculus Rift | AI, Robotics & Automatic Control - AI, Robotics & Automatic Control |
Domain Adaptation | Computer Science and Informatics: Informatics and information systems, computer science, scientific computing, intelligent systems - Computer graphics, computer vision, multi media, computer games |
Domain Adaptation | Computer Science and Informatics: Informatics and information systems, computer science, scientific computing, intelligent systems - Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video) |
BS or MS theses in automated reasoning | Computing Methodologies - ARTIFICIAL INTELLIGENCE |
Domain Adaptation | Computing Methodologies - IMAGE PROCESSING AND COMPUTER VISION |
Domain Adaptation | Computing methodologies - Machine learning |
Dati geografici | Information Systems - INFORMATION SYSTEMS APPLICATIONS |
Analisi e percezione dei segnali biometrici per l'interazione con robot | Robotics - Robotics |
Integrazione del simulatore del robot Nao con Oculus Rift | Robotics - Robotics |
BS or MS theses in automated reasoning | Theory of computation - Logic |
BS or MS theses in automated reasoning | Theory of computation - Semantics and reasoning |
Proposte di tesi/collaborazione/stage in Intelligenza Artificiale Applicata | Various topics |
Proposte di Tesi/Stage/Progetto nell'ambito delle basi di dati/sistemi informativi | Various topics |
Attendance
As stated in the Teaching Regulations for the A.Y. 2022/2023, attendance at the course of study is not mandatory.
Please refer to the Crisis Unit's latest updates for the mode of teaching.