The course will focus on architectural aspects of transactional systems, index management, query processing, transaction management and recovery. The second part will cover data warehouse project themes and data mining and knowledge discovery techniques for recovering information in large amounts of data.
The course will focus on architectural aspects of transactional systems, query processing, transaction management and recovery. The second part of the course will address the issues of data warehouse project is the conceptual point of view and from the point of view of logic, will present the models Fact and Snowflake and architecture of a Data Mart. In the third part the course will analyze and discuss techniques of data mining and knowledge discovery for the retrieval of information in large amounts of data, with particular reference to the Frequent Pattern Analysis and techniques of classification and prediction.
Kimball and Ross "The data warehouse toolkit" - Wiley & Sons Jiawei Han, Micheline Kamber, “Data Mining: Concepts and Techniques” - Morgan Kaufmann
Ricevimento: By appointment
ANTONIO BOCCALATTE (President)
ALESSANDRO ARMANDO
ALESSIO MERLO
MASSIMO PAOLUCCI
TRANSACTIONAL SYSTEMS & DATA WAREHOUSE
Individual project and discussion
Design capabilities compared to the training objectives
