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Glossary
Semester (Sem)
1First Semester
2Second Semester
AAnnual course
(1)First Half-semester
(2)Second Half-semester
Educational activities
CSimilar or integrative activities
BIdentifying activities
Language
Course completely offered in italian
Course completely offered in english
--Not available
Innovative teaching
The credits shown next to this symbol indicate the part of the course CFUs provided with Innovative teaching.
These CFUs include:
  • Subject taught jointly with companies or organizations
  • Blended Learning & Flipped Classroom
  • Massive Open Online Courses (MOOC)
  • Soft Skills
Course Details
Context
Academic Year 2020/2021
School School of Industrial and Information Engineering
Name (Bachelor of Science degree)(ord. 270) - BV (394) Management and Production Engineering
Track PND - Non Diversificato
Programme Year 3

Course Details
ID Code 052466
Course Title BUSINESS DATA ANALYTICS
Course Type Integrated Course
Credits (CFU / ECTS) 10.0
Semester Second Semester
Course Description Il corso presenta nuovi approcci nelle aree della modellistica e dell'analisi dei dati evidenziandone le potenzialità nell'ambito delle applicazioni business. Verranno presentati i modelli di regressione multivariata e modelli di regressione non parametrica, classificazione e clustering. Verranno inoltre approfonditi i metodi inferenziali per la stima degli effetti causali in ambito aziendale ed economico e l'analisi dei dati relazionali di tipo network. I temi verranno affrontati sia da un punto di vista teorico, sia sul piano applicativo, attraverso la discussione di casi di studio. Le lezioni sono accompagnate da sessioni di analisi pratica e di programmazione R, in cui gli studenti saranno chiamati a studiare un'indagine aziendale su dataset in ambito finanziario gestionale e economico.
Scientific-Disciplinary Sector (SSD)
Educational activities SSD Code SSD Description CFU
B,C
ING-IND/35
BUSINESS AND MANAGEMENT ENGINEERING
5.0
--
SECS-S/01
STATISTICS
5.0

Schedule, add and removeAlphabetical groupSectionCodeModule DescriptionLecturer(s)CFUSem.LanguageTeaching Assignment Details
From (included)To (excluded)
---AEA052464BUSINESS DATA ANALYTICS [1]Buttice' Vincenzo5.02 (2)
052465BUSINESS DATA ANALYTICS [2]Menafoglio Alessandra5.02 (1)
---EPB052464BUSINESS DATA ANALYTICS [1]Pammolli Fabio5.02 (2)
052465BUSINESS DATA ANALYTICS [2]Secchi Piercesare5.02 (1)
---PZZZZC052464BUSINESS DATA ANALYTICS [1]Flori Andrea5.02 (2)
052465BUSINESS DATA ANALYTICS [2]Ieva Francesca5.02 (1)
manifesti v. 3.9.3 / 3.9.3
Area Servizi ICT
25/04/2025