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B8310 - STATISTICS AND MACHINE LEARNING FOR SIGNAL PROCESSING M

Academic Year 2025/2026

                
                        Docente:
                        Mauro Mangia
                    
                        Credits:
                        6
                    
                        SSD:
                        ING-INF/01
                    
                        Language:
                        English
                    
                        Moduli:
                        
                            (Modulo 1)
                        
                            Mauro Mangia
                            (Modulo 2)
                        
                        Teaching Mode:
                        In-person learning (entirely or partially)
                        
                                    In-person learning (entirely or partially) (Modulo 1); 
                                
                                    In-person learning (entirely or partially) (Modulo 2)
                                
                            Campus:
                            Bologna
                        
                            Corso:
                            Second cycle degree programme (LM) in
                            Electronic Engineering for Intelligent Vehicles (cod. 5917)

                                        Course Timetable
                                    
from Feb 17, 2026 to May 26, 2026

                                        Course Timetable
                                    
from Feb 16, 2026 to May 25, 2026

Learning outcomes

The course aims at reviewing basic concepts of probability, operator theory and optimization and using them in the development of fundamental signal processing methods ranging from filtering to spectrum estimation, linear prediction, adaptive sampling and dimensionality reduction.

Assessment methods

written exam

Office hours

See the website of Mauro Mangia

See the website of