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Course structure diagrams for students enrolled a.y. 2019-20

First Year

1) Attività formative obbligatorie/Mandatory courses

Period ? The period in which lectures are held 1: 18/09/2019 - 17/12/2019 2: 19/02/2020 - 05/06/2020 E: 18/09/2019 - 05/06/2020 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
91254 Image Processing and Computer Vision 1 B ING-INF/05 6
91247 Cognition and Neuroscience 2 C M-PSI/02 6
91762 Combinatorial Decision Making and Optimization 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
91248 Fundamentals of Artificial Intelligence and Knowledge Representation E B ING-INF/05 12
91251 Languages and Algorithms for Artificial Intelligence E B ING-INF/05 12

2) Attività formative a scelta/Elective courses (6 CFU)

Choose one of the two following courses. Students with a strong computer science background are advised to take STATISTICAL AND MATHEMATICAL METHODS. Students with a weak computer science background are advised to take INTRODUCTION TO ALGORITHM AND PROGRAMMING. If in doubt, please contact the Programme Coordinator.
Period ? The period in which lectures are held 1: 18/09/2019 - 17/12/2019 2: 19/02/2020 - 05/06/2020 E: 18/09/2019 - 05/06/2020 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
91256 Introduction to Algorithms and Programming 1 C INF/01 6
91255 Statistical and Mathematical Methods for Artificial Intelligence 1 C SECS-S/01 6

Second Year

1) Attività formative obbligatorie/Mandatory courses

Period ? The period in which lectures are held 1: 18/09/2019 - 17/12/2019 2: 19/02/2020 - 05/06/2020 E: 18/09/2019 - 05/06/2020 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
91257 ETHICS IN ARTIFICIAL INTELLIGENCE - Not available for the year  2019/2020 1 C IUS/20 6
91258 NATURAL LANGUAGE PROCESSING - Not available for the year  2019/2020 1 B ING-INF/05 6

2) Prova finale/Final examination (24 CFU)

Choose "Final examination" (Group A) or "Final examination" and one of the learning activities among "Internship for preparation for the final examination", "Internship abroad for preparation for the final examination" or "Preparation for the final examination abroad" (Group B):
2.1) Gruppo A/Group A (max limit 24 CFU)
Period ? The period in which lectures are held 1: 18/09/2019 - 17/12/2019 2: 19/02/2020 - 05/06/2020 E: 18/09/2019 - 05/06/2020 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 - Not available for the year  2019/2020 E E 24
2.2) Gruppo B/Group B (max limit 24 CFU)
Period ? The period in which lectures are held 1: 18/09/2019 - 17/12/2019 2: 19/02/2020 - 05/06/2020 E: 18/09/2019 - 05/06/2020 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 - Not available for the year  2019/2020 1 E 18
86296 Internship for Preparation for the Final Examination - Not available for the year  2019/2020 1 E 18
84548 Preparation for the Final Examination Abroad - Not available for the year  2019/2020 1 E 18
86301 Final Examination - Not available for the year  2019/2020 O E 6

3) Attività formative a scelta/Elective courses (6 CFU)

Choose 6 credits among the following courses:
Period ? The period in which lectures are held 1: 18/09/2019 - 17/12/2019 2: 19/02/2020 - 05/06/2020 E: 18/09/2019 - 05/06/2020 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
91259 ARCHITECTURE AND PLATFORMS FOR ARTIFICIAL INTELLIGENCE - Not available for the year  2019/2020 1 C INF/01 6
91260 ARTIFICIAL INTELLIGENCE AND ROBOTICS - Not available for the year  2019/2020 1 C ING-INF/05 6
91261 ARTIFICIAL INTELLIGENCE IN INDUSTRY - Not available for the year  2019/2020 1 C ING-INF/05 6
91262 DATA MINING, TEXT MINING AND BIG DATA ANALYTICS - Not available for the year  2019/2020 1 C ING-INF/05 6
81683 INTERNET OF THINGS - Not available for the year  2019/2020 1 C INF/01 6
91265 KNOWLEDGE ENGINEERING - Not available for the year  2019/2020 1 C INF/01 6
91266 MACHINE LEARNING FOR COMPUTER VISION - Not available for the year  2019/2020 1 C ING-INF/05 6
91267 MULTI-AGENT SYSTEMS - Not available for the year  2019/2020 1 C ING-INF/05 6
91268 SIMULATION - Not available for the year  2019/2020 1 C INF/01 6
91264 USER EXPERIENCE DESIGN - Not available for the year  2019/2020 1 C INF/01 6

4) Altre attività formative/Elective courses (6 CFU)

Choose 6 credits among the following courses:
Period ? The period in which lectures are held 1: 18/09/2019 - 17/12/2019 2: 19/02/2020 - 05/06/2020 E: 18/09/2019 - 05/06/2020 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 - Not available for the year  2019/2020 1 F 3
91279 PROJECT WORK IN ARCHITECTURES AND PLATFORMS FOR ARTIFICIAL INTELLIGENCE - Not available for the year  2019/2020 1 F 3
91280 PROJECT WORK IN ARTIFICIAL INTELLIGENCE AND ROBOTICS - Not available for the year  2019/2020 1 F 3
91283 PROJECT WORK IN ARTIFICIAL INTELLIGENCE IN INDUSTRY - Not available for the year  2019/2020 1 F 3
91276 PROJECT WORK IN COMBINATORIAL OPTIMIZATION - Not available for the year  2019/2020 1 F 3
91284 PROJECT WORK IN DATA MINING, TEXT MINING AND BIG DATA ANALYTICS - Not available for the year  2019/2020 1 F 3
91274 PROJECT WORK IN DEEP LEARNING - Not available for the year  2019/2020 1 F 3
91270 PROJECT WORK IN FUNDAMENTALS OF ARTIFICIAL INTELLIGENCE AND KNOWLEDGE REPRESENTATION - Not available for the year  2019/2020 1 F 3
91277 PROJECT WORK IN IMAGE PROCESSING AND COMPUTER VISION - Not available for the year  2019/2020 1 F 3
91286 PROJECT WORK IN INTERNET OF THINGS - Not available for the year  2019/2020 1 F 3
91287 PROJECT WORK IN KNOWLEDGE ENGINEERING - Not available for the year  2019/2020 1 F 3
91275 PROJECT WORK IN LANGUAGES AND ALGORITHMS FOR ARTIFICIAL INTELLIGENCE - Not available for the year  2019/2020 1 F 3
91273 PROJECT WORK IN MACHINE LEARNING - Not available for the year  2019/2020 1 F 3
91288 PROJECT WORK IN MACHINE LEARNING FOR COMPUTER VISION - Not available for the year  2019/2020 1 F 3
91289 PROJECT WORK IN MULTI-AGENT SYSTEMS - Not available for the year  2019/2020 1 F 3
91278 PROJECT WORK IN NATURAL LANGUAGE PROCESSING - Not available for the year  2019/2020 1 F 3
91290 PROJECT WORK IN SIMULATION - Not available for the year  2019/2020 1 F 3
91285 PROJECT WORK IN USER EXPERIENCE DESIGN - Not available for the year  2019/2020 1 F 3
81799 Project Management and Soft Skills M - Not available for the year  2019/2020 1 F 3

5) Attività formative a scelta libera consigliate/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: 18/09/2019 - 17/12/2019 2: 19/02/2020 - 05/06/2020 E: 18/09/2019 - 05/06/2020 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
91259 ARCHITECTURE AND PLATFORMS FOR ARTIFICIAL INTELLIGENCE - Not available for the year  2019/2020 1 D INF/01 6
91260 ARTIFICIAL INTELLIGENCE AND ROBOTICS - Not available for the year  2019/2020 1 D ING-INF/05 6
91261 ARTIFICIAL INTELLIGENCE IN INDUSTRY - Not available for the year  2019/2020 1 D ING-INF/05 6
90748 BLOCKCHAIN AND CRYPTOCURRENCIES - Not available for the year  2019/2020 1 D INF/01 6
81943 COMPLEX SYSTEMS & NETWORK SCIENCE - Not available for the year  2019/2020 1 D INF/01 6
91262 DATA MINING, TEXT MINING AND BIG DATA ANALYTICS - Not available for the year  2019/2020 1 D ING-INF/05 6
81683 INTERNET OF THINGS - Not available for the year  2019/2020 1 D INF/01 6
91265 KNOWLEDGE ENGINEERING - Not available for the year  2019/2020 1 D INF/01 6
91266 MACHINE LEARNING FOR COMPUTER VISION - Not available for the year  2019/2020 1 D ING-INF/05 6
91267 MULTI-AGENT SYSTEMS - Not available for the year  2019/2020 1 D ING-INF/05 6
78096 Multimedia Data Management M - Not available for the year  2019/2020 1 D ING-INF/05 6
91268 SIMULATION - Not available for the year  2019/2020 1 D INF/01 6
91264 USER EXPERIENCE DESIGN - Not available for the year  2019/2020 1 D INF/01 6