In the first part we cover the database management systems from both a theoretical and a practical approach. We will cover all theoretical needs for understanding the technics to archive and manage Relational Databases. We will also cover a well known system for database management.
In the second part we discuss of Big Data, Artificial Intelligence and how the two fields interacts today with each other. The availability of huge amount of data today (Big Data) is fueling a revolution in Artificial Intelligence systems that get more and more present in our everyday life. We will study the principle of Big Data and Artificial Intelligence and we will investigate the principle of some inference algorithms. We will also delve into how such new technology impact our lives, both from a social and ethical standpoints.
Slides provided by the teacher.
Articles suggested by the teacher.
Atzeni,Ceri,Paraboschi,Torlone, Basi di Dati,Modelli e linguaggi di interrogazione, terza edizione, McGraw-Hill 2002.
Albano-Ghelli-Orsini, Basi di Dati Relazionali e a Oggetti, Zanichelli, 1997
Ullman, Basi di Dati e Basi di Conoscenza, 1991
Machine Learning: The Art and Science of Algorithms That Make Sense of Data, Peter Flach, Cambridge University Press, 2015
Big data. Una rivoluzione che trasformerà il nostro modo di vivere e già minaccia la nostra libertà. Viktor Mayer-Schönberger, Kenneth N. Cukier, 2013
Intelligenza Artificiale e fenomeni sociali, Sergio Bedessi, Maggioli Editore, 2019