Information management

A.Y. 2018/2019
Lesson for
6
Max ECTS
48
Overall hours
SSD
INF/01
Language
English
Learning objectives
The goal of this course is the study of the management of information in modern information systems. The course will then specifically focus on transaction management, distributed databases, data warehousing, data mining, NoSQL, and distributed computation.
- techniques for data quality evaluation and preprocessing
- techniques for numerosity and dimensionality reduction in data;
- methods for frequent pattern analysis and association rules;
- methods for classification problems;
- cluster analysis;
- R language programming.

Course structure and Syllabus

Linea Milano - disponibile in streaming da Crema
Active edition
Yes
Responsible
INF/01 - INFORMATICS - University credits: 6
Lessons: 48 hours
Professor: Foresti Sara
ATTENDING STUDENTS
Syllabus
1. Transaction management (ACID properties, failure management, concurrency control)
2. Distributed databases (fragmentation and allocation, transaction management in distributed scenarios, distributed queries)
3. Data warehousing (ETL, conceptual and logical modeling)
4. Data mining techniques (e.g., itemset mining, classification, clustering)
5. NoSQL (data models, distribution models, consistency and ACID properties, distributed computation)
NON-ATTENDING STUDENTS
Syllabus
1. Transaction management (ACID properties, failure management, concurrency control)
2. Distributed databases (fragmentation and allocation, transaction management in distributed scenarios, distributed queries)
3. Data warehousing (ETL, conceptual and logical modeling)
4. Data mining techniques (e.g., itemset mining, classification, clustering)
5. NoSQL (data models, distribution models, consistency and ACID properties, distributed computation)
Lesson period
Second semester
Lesson period
Second semester
Assessment methods
Esame
Assessment result
voto verbalizzato in trentesimi
Educational website(s)
Professor(s)