Second Cycle Degree/Two Year Master in Automation Engineering

Exams and average marks

List of programme's course units, number of exams (i.e. how many times the exam was taken in a year) and average marks

The data refer to last year. A course unit may include modules, subgroups, integrated exams. Proficiency tests are not included in the list.

Course unit Number of times exam was taken Average mark
WIRELESS SENSOR NETWORKS M 1 26
REAL TIME SYSTEMS AND PROGRAMMING FOR AUTOMATION M 86 27
REAL TIME SYSTEMS FOR AUTOMATION M 27 25
RESOURCES AND PRODUCTION OPTIMIZATION M I.C. 8 29
CYBER-PHYSICAL SYSTEMS PROGRAMMING M 17 30
MACHINE LEARNING 5 27
POWER ELECTRONIC CIRCUITS M 12 27
PROJECT MANAGEMENT AND ENTREPRENEURSHIP M 13 28
LEARNING AND ESTIMATION OF DYNAMICAL SYSTEMS M 129 26
OPTIMIZATION AND MACHINE LEARNING M 12 29
MATHEMATICAL METHODS FOR AUTOMATION ENGINEERING M 97 27
SUSTAINABILITY TRANSITION MANAGEMENT M 7 24
OPTIMIZATION MODELS AND ALGORITHMS M 96 27
MACHINE LEARNING AND DEEP LEARNING I.C. 10 28
INDUSTRIAL ROBOTICS M 117 24
DISTRIBUTED AUTONOMOUS SYSTEMS M 44 27
AUTONOMOUS AND MOBILE ROBOTICS M 64 28
FLUID POWER ACTUATION M 2 27
ELECTRIC POWER SYSTEMS AND SMART GRIDS M 3 23
OPTIMAL CONTROL M 92 27
DIAGNOSIS AND CONTROL M 68 26
TECHNOLOGY ENTREPRENEURSHIP M 4 28
DEEP LEARNING 43 28
HARDWARE-SOFTWARE DESIGN OF IOT SYSTEMS M 12 24
SYSTEM THEORY AND ADVANCED CONTROL M 86 26
IMAGE PROCESSING AND COMPUTER VISION M 76 25
LAW AND TECHNOLOGY C.I. 5 27
OPERATING SYSTEMS AND PROGRAMMING FOR AUTOMATION M 3 29
MACHINE LEARNING AND DATA MINING M 14 23
PRINCIPI E METODI DELLA PROGETTAZIONE DI MACCHINE AUTOMATICHE M 7 29
AUTOMATION SOFTWARE AND DESIGN PATTERNS M 56 27
MECHANICS OF MACHINES FOR AUTOMATION M 111 26
MODELING AND SIMULATION OF MECHATRONIC SYSTEMS M 100 26