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Course structure diagrams for students enrolled a.y. 2022-23

First Year

1) Mandatory courses

Period ? The period in which lectures are held 1: 15/09/2022 - 21/12/2022 2: 20/02/2023 - 09/06/2023 E: 15/09/2022 - 09/06/2023 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
91248 Fundamentals of Artificial Intelligence and Knowledge Representation 1 B ING-INF/05 12
91255 Statistical and Mathematical Methods for Artificial Intelligence 1 C SECS-S/01 6
91247 Cognition and Neuroscience 2 C M-PSI/02 6
91762 Combinatorial Decision Making and Optimization 2 B ING-INF/05 6
91254 Image Processing and Computer Vision 2 B ING-INF/05 6
91249 Machine Learning and Deep Learning I.C. 2
91250  Deep Learning 2 B INF/01 6
81610  Machine Learning 1 B ING-INF/05 6
91251 Languages and Algorithms for Artificial Intelligence E B ING-INF/05 12

Second Year

1) Mandatory courses

Period ? The period in which lectures are held 1: 15/09/2022 - 21/12/2022 2: 20/02/2023 - 09/06/2023 E: 15/09/2022 - 09/06/2023 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
91258 Natural Language Processing 1 B ING-INF/05 6
91257 Ethics in Artificial Intelligence 2 C IUS/20 6

2) Final examination (24 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 24 CFU)
Period ? The period in which lectures are held 1: 15/09/2022 - 21/12/2022 2: 20/02/2023 - 09/06/2023 E: 15/09/2022 - 09/06/2023 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
60750 Final Examination
If you select this activity, it means that you intend to write a thesis for which your continuous presence (in Unibo premises or at external companies/institutions) is NOT requested.
E E 24
2.2) Group B (max limit 24 CFU)
Period ? The period in which lectures are held 1: 15/09/2022 - 21/12/2022 2: 20/02/2023 - 09/06/2023 E: 15/09/2022 - 09/06/2023 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
84551 Internship Abroad for Preparation of the Final Examination
If you select this activity, you intend to enter a competition for international mobility (e.g. Thesis Abroad, Erasmus+, etc.) or to start an internship by applying on SOL – Internship (to know more go on your degree course’s website > homepage > studying>internship for the preparation of the final thesis.
1 E 18
86296 Internship for Preparation for the Final Examination
If you select this activity, you intend to start an internship by applying on SOL – Internship (to know more go on your degree course’s website > homepage > studying>internship for the preparation of the final thesis.
1 E 18
84548 Preparation for the Final Examination Abroad
If you select this activity, you intend to enter a competition for international mobility (e.g. Thesis Abroad, Erasmus+, etc.). You will agree with your thesis supervisor the company/institution who will host you and the activities to carry out.
1 E 18
86301 Final Examination O E 6

3) Elective courses (6 CFU)

Choose 6 credits among the following courses:
Period ? The period in which lectures are held 1: 15/09/2022 - 21/12/2022 2: 20/02/2023 - 09/06/2023 E: 15/09/2022 - 09/06/2023 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
91260 ARTIFICIAL INTELLIGENCE AND ROBOTICS - Not available for the year  2022/2023 1 C ING-INF/05 6
91259 Architecture and Platforms for Artificial Intelligence 1 C INF/01 6
91261 Artificial Intelligence in Industry 1 C ING-INF/05 6
91262 Data Mining, Text Mining and Big Data Analytics 1 C ING-INF/05 6
91266 Machine Learning for Computer Vision 1 C ING-INF/05 6
91268 SIMULATION - Not available for the year  2022/2023 1 C INF/01 6
91264 User Experience Design 1 C INF/01 6
81683 Internet of Things 2 C INF/01 6
91265 Knowledge Engineering 2 C INF/01 6
91267 Multi-Agent Systems 2 C ING-INF/05 6

4) Elective courses (6 CFU)

Choose 6 credits among the following courses:
Period ? The period in which lectures are held 1: 15/09/2022 - 21/12/2022 2: 20/02/2023 - 09/06/2023 E: 15/09/2022 - 09/06/2023 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
91252 LABORATORY OF BUSINESS PLAN 1 F 3
91280 PROJECT WORK IN ARTIFICIAL INTELLIGENCE AND ROBOTICS - Not available for the year  2022/2023 1 F 3
91290 PROJECT WORK IN SIMULATION - Not available for the year  2022/2023 1 F 3
91279 Project Work in Architectures and Platforms for Artificial Intelligence 1 F 3
91283 Project Work in Artificial Intelligence in Industry 1 F 3
91284 Project Work in Data Mining, Text Mining and Big Data Analytics 1 F 3
91277 Project Work in Image Processing and Computer Vision 1 F 3
91287 Project Work in Knowledge Engineering 1 F 3
91273 Project Work in Machine Learning 1 F 3
91288 Project Work in Machine Learning for Computer Vision 1 F 3
93103 Project Work in Multimedia Data Management M 1 F 3
91278 Project Work in Natural Language Processing 1 F 3
91285 Project Work in User Experience Design 1 F 3
81799 Project Management and Soft Skills M 2 F 3
91276 Project Work in Combinatorial Optimization 2 F 3
91274 Project Work in Deep Learning 2 F 3
91286 Project Work in Internet of Things 2 F 3
91289 Project Work in Multi-Agent Systems 2 F 3
91270 Project Work in Fundamentals of Artificial Intelligence and Knowledge Representation E F 3
91275 Project Work in Languages and Algorithms for Artificial Intelligence E F 3

5) 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: 15/09/2022 - 21/12/2022 2: 20/02/2023 - 09/06/2023 E: 15/09/2022 - 09/06/2023 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
91260 ARTIFICIAL INTELLIGENCE AND ROBOTICS - Not available for the year  2022/2023 1 D ING-INF/05 6
91259 Architecture and Platforms for Artificial Intelligence 1 D INF/01 6
91261 Artificial Intelligence in Industry 1 D ING-INF/05 6
90748 Blockchain and Cryptocurrencies 1 D INF/01 6
93467 CRYPTOGRAPHY 1 D INF/01 6
93470 CYBERSECURITY 1 D INF/01 6
81943 Complex Systems & Network Science 1 D INF/01 6
91262 Data Mining, Text Mining and Big Data Analytics 1 D ING-INF/05 6
91266 Machine Learning for Computer Vision 1 D ING-INF/05 6
91268 SIMULATION - Not available for the year  2022/2023 1 D INF/01 6
90730 SOCIAL NETWORK ANALYSIS 1 D INF/01 6
91264 User Experience Design 1 D INF/01 6
92858 Autonomous and Adaptive Systems M 2 D ING-INF/05 8
B0708 COMPUTATIONAL ETHICS 2 D SPS/01 4
92995 DISTRIBUTED AUTONOMOUS SYSTEMS M 2 D ING-INF/04 6
B0265 EXPERT SYSTEMS 2 D INF/01 6
81683 Internet of Things 2 D INF/01 6
91265 Knowledge Engineering 2 D INF/01 6
91267 Multi-Agent Systems 2 D ING-INF/05 6
77933 Multimedia Data Management M 2 D ING-INF/05 6
81799 Project Management and Soft Skills M 2 D 3
97431 SCALABLE AND RELIABLE SERVICES M 2 D ING-INF/05 8