| MF0652 | FONDAMENTI DI SISTEMI INTELLIGENTI | 1 | VERCELLI | | Giordano Laura, Terenziani Paolo, Theseider Dupre' Daniele | Artificial Intelligence: a Moden Approach. Fourth Edition. Peter Norvig, Stuart Russel, PEARSON. | 09-06-2026 00:00:00 |
| MF0611 | SISTEMA IMPRESA | 1 | VERCELLI | | Turolla Andrea, Gelmini Lorenzo | - Text in press
- Material by the teachers
| 18-02-2026 00:00:00 |
| MF0653 | RAPPRESENTAZIONE DELLA CONOSCENZA E LOGICA COMPUTAZIONALE | 1 | ALESSANDRIA | | Giordano Laura, Theseider Dupre' Daniele | S. Russell, P. Norvig. Artificial Intelligence: A Modern Approach (3rd edition), Prentice-Hall 2010.
K. Marriott, P. Stuckey, Programming with Constraints: an Introduction, MIT Press, 1998. M. Gebser, R. Kaminski, B. Kaufmann, and T. Schaub, Answer Set Solving in Practice, Morgan and Claypool, 2012. | 22-12-2025 00:00:00 |
| MF0612 | DIRITTO E SOCIETÀ DIGITALE | 1 | VERCELLI | | Campo Alessandro | L'intelligenza artificiale e il diritto (Giovanni Sartor, Giappichelli, 2022); selected chapters taken from Il caso degli Speleologi (Lon Fuller); Argomentazione giuridica e retorica forense (Maurizio Manzin); Essere una macchina (Mark O'Connell) and others provided in class. | 03-12-2025 00:00:00 |
| MF0614 | ARCHITETTURE COMPUTAZIONALI, RETI E SICUREZZA | 1 | VERCELLI | | Fulcini Tommaso, Laudadio Lorenzo, Garaccione Giacomo | INFORMATICA DI BASE 7/ED
di Dennis Curtin, Kim Foley, Kunal Sen, Cathy Morin, Agostino Marengo, Alessandro Pagano
McGraw-Hill
Reti di calcolatori e Internet, Un approccio top-down
James F. Kurose, Keith W. Ross
Pearson
Charles Pfleeger & Shari Lawrence Pfleeger & Lizzie Coles-Kemp
Security in Computing, 6th Edition
Addison-Wesley Professional | 21-10-2025 00:00:00 |
| MF0613 | DATA MINING PER DATI SPERIMENTALI | 1 | VERCELLI | | Piovesan Luca |
Bishop, C., Pattern Recognition and Machine Learning, Springer
Goodfellow et al., Deep Learning, MIT Press
| 20-10-2025 00:00:00 |
| MF0649 | STATISTICA COMPUTAZIONALE | 1 | VERCELLI | | Bongiorno Enea Giuseppe | - M. L. Rizzo (2019): Statistical Computing with R, Second Edition. Chapman & Hall, Boca Raton.
- Lecture notes. | 10-09-2025 00:00:00 |
| MF0616 | APPRENDIMENTO AUTOMATICO E APPRENDIMENTO PROFONDO | 1 | ALESSANDRIA | | Portinale Luigi | A. Geron: Hands-on Machine Learning with scikit-learn and Tensorflow,(3rd edition), O’Reilly, 2019;
P. Flach, Machine Learning, Cambridge Univ. Press, 2012;
I.H. Witten, E. Frank, M.A. Hall, C.J. Pal. Data Mining: Practical Machine Learning Tools (4th ed.), Morgan Kaufmann, 2016.
I. Goodfellow, Y. Bengio, A. Courville. Deep Learning, MIT Press, 2016 | 06-08-2025 00:00:00 |
| MF0651 | SISTEMI DISTRIBUITI E BIG DATA | 1 | ALESSANDRIA | | Giannini Paola, Canonico Massimo, Guazzone Marco | For the "Big Data Systems" part, there is no specific reference textbook. The teaching material consists of scientific articles, technical documentation and other material provided by the lecturer.
However, the following textbooks cover most of the topics covered in the first part of the course:
* M. van Steen and A.S. Tanenbaum, "Distributed Systems, 4th ed.," 2023 (freely downloadable from the website: https://www.distributed-systems.net).
* M. Kleppman, "Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems," O'Reilly, 2017.
* J. S. Damji, B. Wenig, T. Das, and D. Lee, "Learning Spark: Lightning-Fast Data Analytics, 2/E," O'Reilly, 2020.
For the "Rust Programming" part, there is no specific reference textbook. The teaching material consists of scientific articles, technical documentation and other material provided by the lecturer.
For the "Cloud Computing" part, the textbook can be downloaded from here: https://iris.uniupo.it/handle/11579/140999.
| 18-07-2025 00:00:00 |
| MF0650 | FILOSOFIA DELLA SCIENZA | 1 | VERCELLI | | Benzi Margherita | S. Okasha, Philosophy of science. A very short Introduction. Oxford University Press 2002, transl. it: Il mio primo libro di filosofia della scienza, Einaudi 2006 (or other editions), chap.1, 2, 3, 5, 7. S. Leonelli, La ricerca scientifica nell'era dei big data. Meltemi 2018. Lecture slides and other material posted on DIR. | 10-07-2025 00:00:00 |
| MF0609 | BASI DI DATI PER BUSINESS INTELLIGENCE | 1 | VERCELLI | | Bottrighi Alessio, Leonardi Giorgio | Atzeni, Ceri, Fraternali, Paraboschi, Torlone Basi di Dati: Modelli e Linguaggi di Interrogazione Mc Graw-Hill, quinta edizione, 2018
M. Golfarelli, S. Rizzi: “Data Warehose”, McGraw-Hill, Milano
A. Ploetz, D. Kandhare, S. Kadambi, X. Wu, Seven NoSQL Databases in a Week, Packt Publishing Limited, 2018
| 23-06-2025 00:00:00 |
| MF0610 | INTELLIGENZA ARTIFICIALE E SUPPORTO ALLE DECISIONI | 1 | VERCELLI | | Portinale Luigi | S. Russell, P. Norvig. Artificial Intelligence: A Modern Approach (4th
edition), Prentice-Hall. | 19-06-2025 00:00:00 |
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