| CODE | 86798 |
|---|---|
| ACADEMIC YEAR | 2020/2021 |
| CREDITS |
6 credits during the 1st year of 11160 COMPUTER ENGINEERING (LM-32) GENOVA
6 credits during the 3nd year of 8766 Mathematical Statistics and Data Management (L-35) GENOVA 6 credits during the 1st year of 10852 COMPUTER SCIENCE (LM-18) GENOVA |
| SCIENTIFIC DISCIPLINARY SECTOR | ING-INF/05 |
| LANGUAGE | English |
| TEACHING LOCATION | GENOVA (COMPUTER ENGINEERING ) |
| SEMESTER | 1° Semester |
| TEACHING MATERIALS | AULAWEB |
In the information age any system or device generates some form of data for diagnostic purposes or analysis. The course details the basic techniques for collecting, processing and analyzing data in order to extract useful information and knowledge for decision making.
Students will be provided with advanced skills related to data analysis. Students will learn insights on data mining methodologies and specific applications of these methodologies to particular data organization.
The student will be able to apply the acquired skills to a case study by deriving the model of the phenomenon that generated the data under analysis.
The course consists of lectures and practical lab sessions using MATLAB.
C.C.Aggarwal, "Data Mining - The textbook", 2015
T.Hastie, R.Tibshirani, J.Friedman, "The Elements of Statistical Learning: Data Mining, Inference, and Prediction", 2009.
M.R.Berthold, C.Borgelt, F.Hoppner, F.Klawonn, "Guide to Intelligent Data Analysis", 2010.
Office hours: By appointment.
Office hours: The meetings must be scheduled by email with the teacher.
LUCA ONETO (President)
MARCO MARATEA
DAVIDE ANGUITA (President Substitute)
The course consists of lectures and practical lab sessions using MATLAB.
All class schedules are posted on the EasyAcademy portal.
Oral
| Date | Time | Location | Type | Notes |
|---|---|---|---|---|
| 08/01/2021 | 08:00 | GENOVA | Esame su appuntamento | Exam be scheduled by email with luca.oneto@unige.it Please carefully read the instructions on AulaWeb |
| 08/01/2021 | 08:00 | GENOVA | Orale | Exam be scheduled by email with luca.oneto@unige.it Please carefully read the instructions on AulaWeb |
| 08/02/2021 | 08:00 | GENOVA | Esame su appuntamento | Exam be scheduled by email with luca.oneto@unige.it Please carefully read the instructions on AulaWeb |
| 08/02/2021 | 08:00 | GENOVA | Orale | Exam be scheduled by email with luca.oneto@unige.it Please carefully read the instructions on AulaWeb |
| 11/02/2021 | 09:00 | GENOVA | Esame su appuntamento | |
| 01/06/2021 | 08:00 | GENOVA | Esame su appuntamento | Exam be scheduled by email with luca.oneto@unige.it Please carefully read the instructions on AulaWeb |
| 01/06/2021 | 08:00 | GENOVA | Orale | Exam be scheduled by email with luca.oneto@unige.it Please carefully read the instructions on AulaWeb |
| 18/06/2021 | 08:00 | GENOVA | Esame su appuntamento | Exam be scheduled by email with luca.oneto@unige.it Please carefully read the instructions on AulaWeb |
| 18/06/2021 | 08:00 | GENOVA | Orale | Exam be scheduled by email with luca.oneto@unige.it Please carefully read the instructions on AulaWeb |
| 02/07/2021 | 08:00 | GENOVA | Esame su appuntamento | Exam be scheduled by email with luca.oneto@unige.it Please carefully read the instructions on AulaWeb |
| 02/07/2021 | 08:00 | GENOVA | Orale | Exam be scheduled by email with luca.oneto@unige.it Please carefully read the instructions on AulaWeb |
| 30/07/2021 | 09:00 | GENOVA | Esame su appuntamento | |
| 01/09/2021 | 08:00 | GENOVA | Esame su appuntamento | Exam be scheduled by email with luca.oneto@unige.it Please carefully read the instructions on AulaWeb |
| 01/09/2021 | 08:00 | GENOVA | Orale | Exam be scheduled by email with luca.oneto@unige.it Please carefully read the instructions on AulaWeb |
| 16/09/2021 | 09:00 | GENOVA | Esame su appuntamento |