- Docente: Alessandro Lubisco
- Crediti formativi: 6
- SSD: ING-INF/05
- Lingua di insegnamento: Inglese
- Modalità didattica: Convenzionale - Lezioni in presenza
- Campus: Bologna
- Corso: Laurea Magistrale in Statistica, economia e impresa (cod. 8876)
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dal 16/09/2024 al 16/10/2024
Conoscenze e abilità da conseguire
Aim of the course is to understand the concepts and learn the techniques to access data stored in database systems for analytical purposes. In particular, the student will understand the main concepts of relational and noSQL database systems and will learn how to effectively extract data from those systems in order to prepare them for subsequent application of statistical and machine learning techniques. The course will deal with both the query languages of databases and the interfaces with programmatic languages, such as R or Python. At the end of the course the student is able: - to understand the structure of a given database, either relational or noSql; - to access the data stored in a Database Management System either with the specific standard languages or with programmatic interfaces.
Contenuti
- Advanced Excel database functions
- Introduction on Database and DBMS
- The Relational Model
- The Entity-Relationship Model
- Data Modeling
- SQL
Testi/Bibliografia
Atzeni Paolo et al., Basi di dati, McGraw-Hill, Milano, 2018, ISBN 9788838694455
Ramakrishnan Raghu, Gehrke Johannes, Database Management Systems, 3. revised ed., Mc Graw Hill, Boston, 2003, ISBN 9780072465631
Slides, notes and recordings of the lessons are available on virtuale.unibo.it
Metodi didattici
Mixed mode: Frontal and online lectures
Modalità di verifica e valutazione dell'apprendimento
The final exam consists of two parts:
Part 1:
Practical test in the computer room.
Part 2:
Option 1: oral assessment
Option 2: project (description on virtuale.unibo.it)
Depending on the sanitary provisions, the methods of assessment may vary.
Link ad altre eventuali informazioni
https://virtuale.unibo.it/course/view.php?id=25746
Orario di ricevimento
Consulta il sito web di Alessandro Lubisco
SDGs
L'insegnamento contribuisce al perseguimento degli Obiettivi di Sviluppo Sostenibile dell'Agenda 2030 dell'ONU.