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.
Type D and Type F activities
This information is intended exclusively for students already enrolled in this course.If you are a new student interested in enrolling, you can find information about the course of study on the course page:
Laurea in Economia e commercio - Enrollment from 2025/2026Nei piani didattici di ciascun Corso di studio è previsto l’obbligo di conseguire un certo numero di crediti formativi mediante attività a scelta (chiamate anche "di tipologia D e F").
Oltre che in insegnamenti previsti nei piani didattici di altri corsi di studio e in certificazioni linguistiche o informatiche secondo quanto specificato nei regolamenti di ciascun corso, tali attività possono consistere anche in iniziative extracurriculari di contenuto vario, quali ad esempio la partecipazione a un seminario o a un ciclo di seminari, la frequenza di laboratori didattici, lo svolgimento di project work, stage aggiuntivo, eccetera.
Come per ogni altra attività a scelta, è necessario che anche queste non costituiscano un duplicato di conoscenze e competenze già acquisite dallo studente.
Quelle elencate in questa pagina sono le iniziative extracurriculari che sono state approvate dalla Commissione didattica e quindi consentono a chi vi partecipa l'acquisizione dei CFU specificati, alle condizioni riportate nelle pagine di dettaglio di ciascuna iniziativa.
Si ricorda in proposito che:
- tutte queste iniziative richiedono, per l'acquisizione dei relativi CFU, il superamento di una prova di verifica delle competenze acquisite, secondo le indicazioni contenute nella sezione "Modalità d'esame" della singola attività;
- lo studente è tenuto a inserire nel proprio piano degli studi l'attività prescelta e a iscriversi all'appello appositamente creato per la verbalizzazione, la cui data viene stabilita dal docente di riferimento e pubblicata nella sezione "Modalità d'esame" della singola attività.
Scopri i percorsi formativi promossi dal Teaching and learning centre dell'Ateneo, destinati agli studenti iscritti ai corsi di laurea, volti alla promozione delle competenze trasversali: https://talc.univr.it/it/competenze-trasversali
CONTAMINATION LAB
Il Contamination Lab Verona (CLab Verona) è un percorso esperienziale con moduli dedicati all'innovazione e alla cultura d'impresa che offre la possibilità di lavorare in team con studenti e studentesse di tutti i corsi di studio per risolvere sfide lanciate da aziende ed enti. Il percorso permette di ricevere 6 CFU in ambito D o F. Scopri le sfide: https://www.univr.it/it/clabverona
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ATTENZIONE: Per essere ammessi a sostenere una qualsiasi attività didattica, incluse quelle a scelta, è necessario essere iscritti all'anno di corso in cui essa viene offerta. Si raccomanda, pertanto, ai laureandi delle sessioni di dicembre e aprile di NON svolgere attività extracurriculari del nuovo anno accademico, cui loro non risultano iscritti, essendo tali sessioni di laurea con validità riferita all'anno accademico precedente. Quindi, per attività svolte in un anno accademico cui non si è iscritti, non si potrà dar luogo a riconoscimento di CFU.
| years | Modules | TAF | Teacher |
|---|---|---|---|
| 1° 2° 3° | B-education: Sound ideas | D |
Cristina Florio
(Coordinator)
|
| 1° 2° 3° | B-education: Sound ideas | D |
Cristina Florio
(Coordinator)
|
| 1° 2° 3° | Ciclo tematico di conferenze “Italia nel mondo” - 2024/2025 | D |
Riccardo Stacchezzini
(Coordinator)
|
| 1° 2° 3° | English for Business and Economics - Bachelor's Degrees | D |
Marco Minozzo
(Coordinator)
|
| 1° 2° 3° | Ethical finance | D |
Giorgio Mion
(Coordinator)
|
| 1° 2° 3° | Generative AI (Artificial Intelligence) for Business Communication | D |
Massimo Melchiori
(Coordinator)
|
| years | Modules | TAF | Teacher |
|---|---|---|---|
| 1° 2° 3° | Methods and tools for literature reviews | D |
Cristina Florio
(Coordinator)
|
| years | Modules | TAF | Teacher |
|---|---|---|---|
| 1° 2° 3° | Data Analysis Laboratory with R (Verona) | D |
Marco Minozzo
(Coordinator)
|
| 1° 2° 3° | Data Visualization Laboratory | D |
Marco Minozzo
(Coordinator)
|
| 1° 2° 3° | Python Laboratory | D |
Marco Minozzo
(Coordinator)
|
| 1° 2° 3° | Data Science Laboratory with SAP | D |
Marco Minozzo
(Coordinator)
|
| 1° 2° 3° | Advanced Excel Laboratory (Verona) | D |
Marco Minozzo
(Coordinator)
|
| 1° 2° 3° | Excel Laboratory (Verona) | D |
Marco Minozzo
(Coordinator)
|
| 1° 2° 3° | Methods and tools for empirical research in management | D |
Nicola Cobelli
(Coordinator)
|
| 1° 2° 3° | Methods and tools for empirical research in management | D |
Nicola Cobelli
(Coordinator)
|
| 1° 2° 3° | Plan your professional future | D |
Paolo Roffia
(Coordinator)
|
| 1° 2° 3° | Plan your professional future | D |
Paolo Roffia
(Coordinator)
|
| 1° 2° 3° | Marketing plan | D |
Fabio Cassia
(Coordinator)
|
| 1° 2° 3° | Programming in Matlab | D |
Marco Minozzo
(Coordinator)
|
| 1° 2° 3° | Programming in SAS | D |
Marco Minozzo
(Coordinator)
|
| years | Modules | TAF | Teacher |
|---|---|---|---|
| 1° 2° 3° | The business consultant accountant | D |
Riccardo Stacchezzini
(Coordinator)
|
| years | Modules | TAF | Teacher |
|---|---|---|---|
| 1° 2° 3° | French B1 | D | Not yet assigned |
| 1° 2° 3° | French B2 | D | Not yet assigned |
| 1° 2° 3° | English B2 | D | Not yet assigned |
| 1° 2° 3° | English C1 | D | Not yet assigned |
| 1° 2° 3° | Russian B1 | D | Not yet assigned |
| 1° 2° 3° | Russian B2 | D | Not yet assigned |
| 1° 2° 3° | Spanish B1 | D | Not yet assigned |
| 1° 2° 3° | Spanish B2 | D | Not yet assigned |
| 1° 2° 3° | German B1 | D | Not yet assigned |
| 1° 2° 3° | German B2 | D | Not yet assigned |
Data Visualization Laboratory (2020/2021)
Teaching code
4S009611
Teacher
Coordinator
Credits
3
Also offered in courses:
- Data Visualization Laboratory of the course Bachelors' degree in Business Administration and Management
- Data Visualization Laboratory of the course Master’s degree in Banking and Finance
- Data Visualization Laboratory of the course Master’s degree in Economics and Data Analysis
- Data Visualization Laboratory of the course Master’s degree in Business Administration and Corporate Law
- Data Visualization Laboratory of the course Master’s degree in Marketing and Corporate Communication
- Data Visualization Laboratory of the course Master’s degree in Economics
- Data Visualization Laboratory of the course Bachelor's degree in Business Administration (Verona)
- Data Visualization Laboratory of the course Bachelor's degree in Economics and Business (Verona)
- Data Visualization Laboratory of the course Bachelor's degree in Economics and Business (Vicenza)
- Data Visualization Laboratory of the course Bachelor's degree in Business Administration (Vicenza)
- Data Visualization Laboratory of the course Master's degree in International Economics and Business Management
- Data Visualization Laboratory of the course Master’s degree in International Economics and Business
- Data Visualization Laboratory of the course Master’s degree in Management and business strategy
- Data Visualization Laboratory of the course Bachelor's degree in Economics, Firms and International Markets
- Data Visualization Laboratory of the course Bachelor's degree in Business Innovation and Economics
Language
Italian
Scientific Disciplinary Sector (SSD)
NN - -
Period
Not yet assigned
Learning outcomes
The course "Data Visualization Laboratory" is an optional "type f" activity, which allows to students to obtain 3 CFU, once a final examination is passed. In particular:
- The course is open to all CdL and CdLM students of the School of Economics and Management; in particular to second and third year CdL students.
- Due to the COVID-19 emergency, this year lessons will be delivered online through Zoom meetings. The course has, approximately, 50 places.
- The course will take place in the first semester; there will be just one course.
- Requests for participation will be considered following the registration order; CdL students will have priority over CdLM students. Students are required to participate to the first lesson, or to send an email to the tutor to communicate their absence.
- The frequency to the classes is compulsory. Students are required to attend at least 2/3 of the exercise lessons/tutorial activity in order to be admitted to the final evaluation.
- The course consists of 18 hours of exercise lessons and tutorial activity (plus 2 hours of final examination).
The calendar of the course will be available as soon as possible.
Teacher: to be announced
Registrations are open from the 13th of October 2020 to the 18th of October 2020.
Please, register through the elearning platform (Moodle). Students without a university IT account can ask to be registered by writing an email to the coordinator of the course. All other students must use the procedure on Moodle.
Program
In recent years, Data Presentation has established itself as one of the most requested skill on LinkedIn. At the same time, Tableau and Power BI have established themselves as the reference software for data visualization in the modern data science. In addition to providing an intuitive environment for managing, manipulating and displaying significant amounts of data, these software also provide an easy interface with R, Python and MATLAB, useful for more complex analyzes. The program of the course includes some lessons on Data Visualization and on the software Power BI:
- Databases and data types;
- Selection and analysis of data with the software Excel;
- Managing and structuring data for Power BI;
- Introduction to Data Visualization;
- Power BI capabilities and models of data visualization;
- Implementation of a data visualization model with a dashboard.
| Author | Title | Publishing house | Year | ISBN | Notes |
|---|---|---|---|---|---|
| R. O. Ramos, J. Stirrup | Advanced Analytics with R and Tableau | Packt Publishing | 2017 | 9781786460110 | |
| J. Steele, N. Iliinsky | Beautiful Visualization | O'Reilly Media, Inc. | 2010 | 9781449379865 | |
| D. Clark | Beginning Power BI: A Practical Guide to Self-Service Data Analytics with Excel 2016 and Power BI Desktop (Edizione 2) | Apress | 2017 | 9781484225769 | |
| A. Kirk | Data Visualisation: A Handbook for Data Driven Design | SAGE Publications | 2016 | 9781473912137 | |
| T. Rahlf | Data Visualisation with R: 100 Examples | Springer | 2017 | 9783319497501 | |
| A. Telea | Data Visualization: Principles and Practice | CRC Press | 2015 | 9781466585263 | |
| R. Brath, D. Jonker | Graph Analysis and Visualization: Discovering Business Opportunity in Linked Data | Wiley | 2015 | 9781118845844 | |
| R. Collie | Power Pivot and Power BI: The Excel User's Guide to DAX, Power Query, Power BI & Power Pivot in Excel 2010-2016 (Edizione 2) | Holy Macro! Books | 2016 | 9781615470396 | |
| R. Sleeper | Practical Tableau: 100 Tips, Tutorials, and Strategies from a Tableau Zen Master | O'Reilly Media, Inc. | 2018 | 9781491977316 | |
| A. Aspin | Pro Power BI Desktop (Edizione 1) | Apress | 2016 | 9781484218044 | |
| A. Cairo | The Functional Art: An Introduction to Information Graphics and Visualization (Voices That Matter) (Edizione 1) | New Riders Pub. | 2012 | ||
| A. Cairo | The Truthful Art: Data, Charts, and Maps for Communication | New Riders Pub. | 2016 | 9780321934079 | |
| E. R. Tufte | The Visual Display of Quantitative Information (Edizione 2) | Graphics Press, Cheshire, Connecticut | 2001 | 9781930824133 | |
| Tableau Software | Visual Analysis Best practices: Simple Techniques for Making Every Data Visualization Useful and Beautiful | Tableau Software | 2018 |
Examination Methods
Students are required to attend at least 2/3 of the exercise lessons/tutorial activity in order to be admitted to the final evaluation. The final examination, which will take place online through a Zoom meeting, will consist of a written exam, followed by an oral examination, if necessary, on the use of the software Power BI. There will be just one date for the final examination.
