Second Cycle Degree/Two Year Master in Electronic Engineering

Curriculum Electronics for intelligent systems, big-data and internet of things: for students enrolled a.y. 2024-25

For further information and advice on electives courses, please refer to the webpage “Preparing the study plan".

First Year

1) Mandatory courses

Period ? The period in which lectures are held 1: 16/09/2024 - 20/12/2024 2: 17/02/2025 - 13/06/2025 E: 16/09/2024 - 13/06/2025 Type ? A: Basic learning activities
B: Core learning activity
C: Related or supplementary learning activity
D: Elective learning activity
E: Final examination and foreign language test
S: Stage
F: Other 		ssd ? Disciplinary-scientific area to which the learning activity belongs cfu ? Credits
93390 Digital Systems and Introduction to Computer Architectures M 1 B ING-INF/01 9
29161 Mathematical Methods M 1 C MAT/05 6
93391 Semiconductor Devices and Quantum-Computing M 1 B ING-INF/01 9
93392 Analog Circuits and Sensor Systems M 2 B ING-INF/01 9
93393 Electronic Frontiers M 2 F 3
93395 Reliable Data Processing and Storage for Iintelligent Systems M 2 B ING-INF/01 6
84457 Signal Acquisition and Processing M 2 B ING-INF/01 6

2) Elective courses (First group) (6 CFU)

Choose 6 credits among the following courses:
Period ? The period in which lectures are held 1: 16/09/2024 - 20/12/2024 2: 17/02/2025 - 13/06/2025 E: 16/09/2024 - 13/06/2025 Type ? A: Basic learning activities
B: Core learning activity
C: Related or supplementary learning activity
D: Elective learning activity
E: Final examination and foreign language test
S: Stage
F: Other 		ssd ? Disciplinary-scientific area to which the learning activity belongs cfu ? Credits
84442 High Frequency Electronic Circuits M 1 B ING-INF/01 6
90392 Elements of Applied Data Security M 2 B ING-INF/01 6

3) Elective courses (Second group) (6 CFU)

Choose 6 credits among the following courses:
Period ? The period in which lectures are held 1: 16/09/2024 - 20/12/2024 2: 17/02/2025 - 13/06/2025 E: 16/09/2024 - 13/06/2025 Type ? A: Basic learning activities
B: Core learning activity
C: Related or supplementary learning activity
D: Elective learning activity
E: Final examination and foreign language test
S: Stage
F: Other 		ssd ? Disciplinary-scientific area to which the learning activity belongs cfu ? Credits
99195 Cyber-Physical Systems Programming M 1 C ING-INF/05 6
73548 Wireless Sensor Networks M 1 C ING-INF/03 6
B5224 Artificial Intelligence for Medicine M 2 C ING-INF/06 6
81683 Internet of Things 2 C INF/01 6

Second Year

1) Mandatory courses

Period ? The period in which lectures are held 1: 16/09/2024 - 20/12/2024 2: 17/02/2025 - 13/06/2025 E: 16/09/2024 - 13/06/2025 Type ? A: Basic learning activities
B: Core learning activity
C: Related or supplementary learning activity
D: Elective learning activity
E: Final examination and foreign language test
S: Stage
F: Other 		ssd ? Disciplinary-scientific area to which the learning activity belongs cfu ? Credits
93397 Hardware Software Design of Ai and Iot Systems M I.C 1
93398  Architectures for Artificial Intelligence M 1 B ING-INF/01 6
93322  Hardware-Software Design of Iot Systems M 2 B ING-INF/01 6
87198 Statistics and Architectures for Big Data Processing M 1 B ING-INF/01 6

2) Elective courses (First group) (6 CFU)

Choose 6 credits among the following courses:
Period ? The period in which lectures are held 1: 16/09/2024 - 20/12/2024 2: 17/02/2025 - 13/06/2025 E: 16/09/2024 - 13/06/2025 Type ? A: Basic learning activities
B: Core learning activity
C: Related or supplementary learning activity
D: Elective learning activity
E: Final examination and foreign language test
S: Stage
F: Other 		ssd ? Disciplinary-scientific area to which the learning activity belongs cfu ? Credits
87216 Big Data Communications M 1 C ING-INF/03 6
69441 OPTIMIZATION MODELS AND ALGORITHMS M 1 C MAT/09 6
91250 Deep Learning 2 C INF/01 6
95601 Optimization and Machine Learning M 2 C MAT/09 6

2) Final examination (18 CFU)

As part of their final exam, students may choose to carry out practical and research activities within companies/institutions external to Unibo, or within Unibo laboratories. Such preparatory activities may be registered in students’ records to specify the type of work carried out., either on a pass/fail basis or with a grade, depending on the cases. Students may therefore choose to carry out their final exam only (Group A) or the final exam + an activity, to be chosen among: internship for the preparation of the final thesis, internship for the preparation abroad of the final thesis, or preparation abroad of the final thesis (Group B).
2.1) Group A (max limit 18 CFU)
Period ? The period in which lectures are held 1: 16/09/2024 - 20/12/2024 2: 17/02/2025 - 13/06/2025 E: 16/09/2024 - 13/06/2025 Type ? A: Basic learning activities
B: Core learning activity
C: Related or supplementary learning activity
D: Elective learning activity
E: Final examination and foreign language test
S: Stage
F: Other 		cfu ? Credits
B0636 FINAL EXAMINATION - Not available for the year  2024/2025 O E 18
2.2) Group B (max limit 18 CFU)
Period ? The period in which lectures are held 1: 16/09/2024 - 20/12/2024 2: 17/02/2025 - 13/06/2025 E: 16/09/2024 - 13/06/2025 Type ? A: Basic learning activities
B: Core learning activity
C: Related or supplementary learning activity
D: Elective learning activity
E: Final examination and foreign language test
S: Stage
F: Other 		cfu ? Credits
90377 Internship for Preparation for the Final Examination - Not available for the year  2024/2025 1 E 15
90054 Internship Abroad for Preparation for the Final Examination - Not available for the year  2024/2025 E E 15
90053 Preparation for the Final Examination Abroad - Not available for the year  2024/2025 E E 15
86298 Final Examination O E 3

3) Elective courses (Second group) (6 CFU)

Choose 6 credits among the following courses:
Period ? The period in which lectures are held 1: 16/09/2024 - 20/12/2024 2: 17/02/2025 - 13/06/2025 E: 16/09/2024 - 13/06/2025 Type ? A: Basic learning activities
B: Core learning activity
C: Related or supplementary learning activity
D: Elective learning activity
E: Final examination and foreign language test
S: Stage
F: Other 		cfu ? Credits
82091 Intership in ICT M - Not available for the year  2024/2025 1 F 6
84419 Lab of Digital Electronics M 1 F 3
93323 Lab of Reliable Intelligent Systems M 1 F 3
84468 Industrial Trends in Electronics M 2 F 3
72972 Lab Of High-Frequency Circuit Design M 2 F 3
87195 Lab of Big Data Architectures M 2 F 3
93324 Lab of Intelligent Sensor Systems M 2 F 3

4) Courses freely chosen by the students (12 - 18 CFU)

Choose at least 12 credits. The course board suggests to attend to the following courses:
Period ? The period in which lectures are held 1: 16/09/2024 - 20/12/2024 2: 17/02/2025 - 13/06/2025 E: 16/09/2024 - 13/06/2025 Type ? A: Basic learning activities
B: Core learning activity
C: Related or supplementary learning activity
D: Elective learning activity
E: Final examination and foreign language test
S: Stage
F: Other 		ssd ? Disciplinary-scientific area to which the learning activity belongs cfu ? Credits
87216 Big Data Communications M 1 D ING-INF/03 6
99195 Cyber-Physical Systems Programming M 1 D ING-INF/05 6
87236 Electric Power Systems M 1 D ING-IND/33 6
84442 High Frequency Electronic Circuits M 1 D ING-INF/01 6
69441 OPTIMIZATION MODELS AND ALGORITHMS M 1 D MAT/09 6
73548 Wireless Sensor Networks M 1 D ING-INF/03 6
B5224 Artificial Intelligence for Medicine M 2 D ING-INF/06 6
91250 Deep Learning 2 D INF/01 6
90392 Elements of Applied Data Security M 2 D ING-INF/01 6
81683 Internet of Things 2 D INF/01 6
95601 Optimization and Machine Learning M 2 D MAT/09 6
87205 Technologies and Applications of Wireless Power Tranfer M 2 D ING-INF/02 6
B5225 Technology and Change in Global Politics M 2 D SPS/04 6
78810 Real Time Systems for Automation M E D ING-INF/05 12