CODE 86794 ACADEMIC YEAR 2021/2022 CREDITS 6 cfu anno 1 COMPUTER ENGINEERING 11160 (LM-32) - GENOVA SCIENTIFIC DISCIPLINARY SECTOR ING-INF/05 LANGUAGE English TEACHING LOCATION GENOVA SEMESTER 2° Semester TEACHING MATERIALS AULAWEB AIMS AND CONTENT LEARNING OUTCOMES The first part of the course will focus on architectural aspects of transactional systems, query processing, transaction management and recovery. The second part will deal with the issues of data warehouse design, data mining and knowledge discovery techniques .The student will be able to apply the acquired skills in : Query processing Transaction management and recovery. Conceptual data warehouse project Fact and Snowflake models Logical data warehouse project Architecture of a Data Mart. Data mining and knowledge discovery techniques Frequent Pattern Analisys Classification techniques Decision tree and Bayesian Classifiers SYLLABUS/CONTENT 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. RECOMMENDED READING/BIBLIOGRAPHY Kimball and Ross "The data warehouse toolkit" - Wiley & Sons Jiawei Han, Micheline Kamber, “Data Mining: Concepts and Techniques” - Morgan Kaufmann TEACHERS AND EXAM BOARD ANTONIO BOCCALATTE Ricevimento: By appointment Exam Board ANTONIO BOCCALATTE (President) ALESSIO MERLO MASSIMO PAOLUCCI ALESSANDRO ARMANDO (President Substitute) LESSONS LESSONS START https://courses.unige.it/11160/p/students-timetable Class schedule The timetable for this course is available here: Portale EasyAcademy EXAMS EXAM DESCRIPTION Individual project and discussion ASSESSMENT METHODS Design capabilities compared to the training objectives Exam schedule Data appello Orario Luogo Degree type Note 11/01/2022 10:00 GENOVA Scritto 14/02/2022 10:00 GENOVA Scritto 10/06/2022 10:00 GENOVA Scritto 12/07/2022 10:00 GENOVA Scritto 06/09/2022 10:00 GENOVA Scritto