Educational plan
These educational plans and programme descriptions refer to the A.Y. 2026/2027
Human-centered artificial intelligence (Classe LM-55 R)
Enrolled in a.y. 2026/2027 (CBK)
Compulsory
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Ai and Human-Decision Making | 12 | 96 | English | PSIC-01/A | |
| Ai, Ethics and Law | 6 | 48 | English | First semester | GIUR-17/A PHIL-03/A |
| Brain and Cognition | 6 | 48 | English | First semester | PSIC-01/B |
| Machine Learning | 6 | 48 | English | Second semester | INFO-01/A |
| Mathematics for Ai | 6 | 48 | English | First semester | MATH-04/A |
| Workshop: Programming Lab | 3 | 36 | English | First semester | NN |
Optional activities and study plan rules
A1 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Knowledge Representation and Reasoning | 6 | 48 | English | First four month period | INFO-01/A |
| Natural Language Processing | 6 | 48 | English | Second semester | INFO-01/A |
| Programming | 6 | 48 | English | First semester | INFO-01/A |
A2 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Logics for Ai | 6 | 48 | English | Second semester | PHIL-02/A |
| Methodology of Data-Driven Reasoning | 6 | 48 | English | Second semester | PHIL-02/A |
| Philosophy of Cognitive Neuroscience | 6 | 48 | English | Second semester | PHIL-02/A |
A3 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Ai and Organizational Development | 6 | 48 | English | Second semester | PSIC-03/B |
| Principles of Social Psychology for Ai Design | 6 | 48 | English | Second semester | PSIC-03/A |
- 3 ECTS in a second EU foreign Language for Italian students ONLY
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Additional Language Skills: French (3 ECTS) | 3 | 0 | French | Undefined | NN |
| Additional Language Skills: German (3 ECTS) | 3 | 0 | German | Undefined | NN |
| Additional Language Skills: Spanish (3 ECTS) | 3 | 0 | Spanish | Undefined | NN |
- 3 ECTS in Italian Language for foreign students ONLY
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Additional Language Skills: Italian (3 ECTS) | 3 | 0 | Italian | Undefined | NN |
be activated by the A.Y. 2027/2028
Compulsory
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Final Exam | 21 | 0 | English | Undefined | NN |
Optional activities and study plan rules
A4 - 1 workshop to choose between:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Workshop: Software Tools for Machine Learning | 3 | 36 | English | Second semester | NN |
| Workshop: Software Tools for Statistics | 3 | 36 | English | First semester | NN |
A5 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Ai in Education | 6 | 48 | English | PAED-02/A | |
| Media Theory and Ai | 6 | 48 | English | PEMM-01/B PHIL-04/A | |
| Technological Transfer | 6 | 48 | Italian | ECON-07/A |
A6 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Affective Computing | 6 | 48 | English | INFO-01/A | |
| Human-Computer Interaction | 6 | 48 | English | INFO-01/A | |
| Knowledge Representation and Reasoning | 6 | 48 | English | First four month period | INFO-01/A |
| Natural Language Processing | 6 | 48 | English | Second semester | INFO-01/A |
| Text and Argument Mining | 6 | 48 | English | INFO-01/A |
A7 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Anthropology of Ai | 6 | 48 | English | SDEA-01/A | |
| Smart Contracts and Intellectual Property Law | 6 | 48 | English | GIUR-01/A INFO-01/A | |
| Sociology of Ai | 6 | 48 | English | GSPS-05/A GSPS-06/A |
A8 - 1 workshop to choose between:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Workshop: Data Visualization | 3 | 36 | English | First semester | NN |
| Workshop: Team Management | 3 | 36 | English | First semester | NN |
Compulsory
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Traineeship | 3 | 0 | Italian | Undefined | NN |
Optional activities and study plan rules
- 12 ECTS to be earned through any of the elective courses among those offered by the University of Milan, or University of Milano-Bicocca or University of Pavia.
To sit the Machine Learning exam, students are advised to have successfully completed at least one programming course at either the Bachelor's or Master's level, including the programming course offered within the present degree programme.
Compulsory
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Ai and Human-Decision Making | 12 | 96 | English | PSIC-01/A | |
| Ai, Ethics and Law | 6 | 48 | English | First semester | GIUR-17/A PHIL-03/A |
| Brain and Cognition | 6 | 48 | English | First semester | PSIC-01/B |
| Brain Modelling for Biomedicine and Ict | 6 | 48 | English | Second semester | BIOS-06/A |
| Machine Learning | 6 | 48 | English | Second semester | INFO-01/A |
| Neurophysiology and Biophysics for Ai | 6 | 48 | English | Second semester | BIOS-06/A |
| Workshop: Programming Lab | 3 | 36 | English | First semester | NN |
Optional activities and study plan rules
B1 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Knowledge Representation and Reasoning | 6 | 48 | English | First four month period | INFO-01/A |
| Natural Language Processing | 6 | 48 | English | Second semester | INFO-01/A |
| Programming | 6 | 48 | English | First semester | INFO-01/A |
B2 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Logics for Ai | 6 | 48 | English | Second semester | PHIL-02/A |
| Methodology of Data-Driven Reasoning | 6 | 48 | English | Second semester | PHIL-02/A |
| Philosophy of Cognitive Neuroscience | 6 | 48 | English | Second semester | PHIL-02/A |
- 3 ECTS in a second EU foreign Language for Italian students ONLY
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Additional Language Skills: French (3 ECTS) | 3 | 0 | French | Undefined | NN |
| Additional Language Skills: German (3 ECTS) | 3 | 0 | German | Undefined | NN |
| Additional Language Skills: Spanish (3 ECTS) | 3 | 0 | Spanish | Undefined | NN |
- 3 ECTS in Italian Language for foreign students ONLY
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Additional Language Skills: Italian (3 ECTS) | 3 | 0 | Italian | Undefined | NN |
be activated by the A.Y. 2027/2028
Compulsory
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Ai Applied to Neuroimaging | 6 | 48 | English | IBIO-01/A MEDS-22/B PHYS-06/A | |
| Ai Applied to Neurological Sciences and Brain-Computer Interfaces | 6 | 48 | English | MEDS-12/A PSIC-01/B | |
| Final Exam | 21 | 0 | English | Undefined | NN |
Optional activities and study plan rules
B3 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Human-Computer Interaction | 6 | 48 | English | INFO-01/A | |
| Machine Learning for Collaborative Intelligent Systems | 6 | 48 | English | IINF-05/A | |
| Neuromorphic Computing for Ai Solutions and Neuro-Robotics | 6 | 48 | English | IBIO-01/A IINF-05/A |
B4 - 1 workshop to choose between:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Workshop: Software Tools for Machine Learning | 3 | 36 | English | Second semester | NN |
| Workshop: Software Tools for Statistics | 3 | 36 | English | First semester | NN |
B5 - 1 workshop to choose between:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Workshop: Neuromorphic and Neurorobotics | 3 | 36 | English | First semester | NN |
| Workshop: Neuroplasticity and Non-Invasive Brain Stimulation Techniques | 3 | 36 | English | Second semester | NN |
Compulsory
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Traineeship | 3 | 0 | Italian | Undefined | NN |
Optional activities and study plan rules
- 12 ECTS to be earned through any of the elective courses among those offered by the University of Milan, or University of Milano-Bicocca or University of Pavia.
To sit the Machine Learning exam, students are advised to have successfully completed at least one programming course at either the Bachelor's or Master's level, including the programming course offered within the present degree programme.
Compulsory
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Ai and Human-Decision Making | 12 | 96 | English | PSIC-01/A | |
| Ai and Media Law | 6 | 48 | English | Second semester | GIUR-05/A |
| Ai, Ethics and Law | 6 | 48 | English | First semester | GIUR-17/A PHIL-03/A |
| Brain and Cognition | 6 | 48 | English | First semester | PSIC-01/B |
| Data Protection, Law and Ai | 6 | 48 | English | Second semester | GIUR-17/A |
| Machine Learning | 6 | 48 | English | Second semester | INFO-01/A |
| Workshop: Programming Lab | 3 | 36 | English | First semester | NN |
Optional activities and study plan rules
C1 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Knowledge Representation and Reasoning | 6 | 48 | English | First four month period | INFO-01/A |
| Natural Language Processing | 6 | 48 | English | Second semester | INFO-01/A |
| Programming | 6 | 48 | English | First semester | INFO-01/A |
C2 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Logics for Ai | 6 | 48 | English | Second semester | PHIL-02/A |
| Methodology of Data-Driven Reasoning | 6 | 48 | English | Second semester | PHIL-02/A |
| Philosophy of Cognitive Neuroscience | 6 | 48 | English | Second semester | PHIL-02/A |
- 3 ECTS in a second EU foreign Language for Italian students ONLY
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Additional Language Skills: French (3 ECTS) | 3 | 0 | French | Undefined | NN |
| Additional Language Skills: German (3 ECTS) | 3 | 0 | German | Undefined | NN |
| Additional Language Skills: Spanish (3 ECTS) | 3 | 0 | Spanish | Undefined | NN |
- 3 ECTS in Italian Language for foreign students ONLY
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Additional Language Skills: Italian (3 ECTS) | 3 | 0 | Italian | Undefined | NN |
be activated by the A.Y. 2027/2028
Compulsory
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Final Exam | 21 | 0 | English | Undefined | NN |
Optional activities and study plan rules
C3 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Corporate Governance and Ai | 6 | 48 | English | GIUR-02/A | |
| Responsibility and Ai | 6 | 48 | English | GIUR-10/A GIUR-11/A | |
| Sources of Law and Fundamental Rights in Ai | 6 | 48 | Italian | GIUR-05/A |
C4 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Data Analysis and Tax Compliance | 6 | 48 | English | GIUR-08/A STAT-01/A | |
| Digital Surveillance, Employee Monitoring and Selection By Ai | 6 | 48 | English | GIUR-04/A | |
| Justice By Algorithm | 6 | 48 | English | GIUR-13/A INFO-01/A |
C5 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Ai and Public Administration | 6 | 48 | English | GIUR-06/A INFO-01/A | |
| Banking and Insurance Law | 6 | 48 | English | GIUR-02/A MATH-03/B | |
| Multilevel Protection of Rights in Ai | 6 | 48 | English | GIUR-09/A GIUR-10/A | |
| Smart Contracts and Intellectual Property Law | 6 | 48 | English | GIUR-01/A INFO-01/A |
C6 - 1 workshop to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Workshop: Employee Monitoring and Recruitment | 3 | 36 | English | Second semester | NN |
| Workshop: Forensics | 3 | 36 | English | Second semester | NN |
| Workshop: Tax Data Analysis and Tax Risk | 3 | 36 | English | Second semester | NN |
C7 - 1 workshop to choose between:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Workshop: Software Tools for Machine Learning | 3 | 36 | English | Second semester | NN |
| Workshop: Software Tools for Statistics | 3 | 36 | English | First semester | NN |
Compulsory
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Traineeship | 3 | 0 | Italian | Undefined | NN |
Optional activities and study plan rules
- 12 ECTS to be earned through any of the elective courses among those offered by the University of Milan, or University of Milano-Bicocca or University of Pavia.
To sit the Machine Learning exam, students are advised to have successfully completed at least one programming course at either the Bachelor's or Master's level, including the programming course offered within the present degree programme.
Human-centered artificial intelligence (Classe LM-55 R)
Enrolled in a.y. 2025/2026 (CBK)
course year not available
Compulsory
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Ai and Human-Decision Making | 12 | 96 | English | M-PSI/01 | |
| Ai, Ethics and Law | 6 | 48 | English | IUS/20 M-FIL/03 | |
| Brain and Cognition | 6 | 48 | English | M-PSI/02 | |
| Machine Learning | 6 | 48 | English | INF/01 | |
| Mathematics for Ai | 6 | 48 | English | MAT/07 | |
| Workshop: Programming Lab | 3 | 36 | English | First semester | NN |
Optional activities and study plan rules
A1 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Knowledge Representation and Reasoning | 6 | 48 | English | First four month period | INF/01 |
| Natural Language Processing | 6 | 48 | English | Second semester | INF/01 |
| Programming | 6 | 48 | English | INF/01 |
A2 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Logics for Ai | 6 | 48 | English | M-FIL/02 | |
| Methodology of Data-Driven Reasoning | 6 | 48 | English | M-FIL/02 | |
| Philosophy of Cognitive Neuroscience | 6 | 48 | English | M-FIL/02 |
A3 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Ai and Organizational Development | 6 | 48 | English | M-PSI/06 | |
| Principles of Social Psychology for Ai Design | 6 | 48 | English | M-PSI/05 |
- 3 ECTS in a second EU foreign Language for Italian students ONLY
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Additional Language Skills: French (3 ECTS) | 3 | 0 | French | Undefined | NN |
| Additional Language Skills: German (3 ECTS) | 3 | 0 | German | Undefined | NN |
| Additional Language Skills: Spanish (3 ECTS) | 3 | 0 | Spanish | Undefined | NN |
- 3 ECTS in Italian Language for foreign students ONLY
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Additional Language Skills: Italian (3 ECTS) | 3 | 0 | Italian | Undefined | NN |
Compulsory
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Final Exam | 21 | 0 | English | Undefined | NN |
Optional activities and study plan rules
A4 - 1 workshop to choose between:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Workshop: Software Tools for Machine Learning | 3 | 36 | English | Second semester | NN |
| Workshop: Software Tools for Statistics | 3 | 36 | English | First semester | NN |
A5 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Ai in Education | 6 | 48 | English | M-PED/03 | |
| Media Theory and Ai | 6 | 48 | English | First semester | L-ART/06 M-FIL/04 |
| Technological Transfer | 6 | 48 | Italian | Second semester | SECS-P/08 |
A6 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Affective Computing | 6 | 48 | English | First four month period | INF/01 |
| Human-Computer Interaction | 6 | 48 | English | Second semester | INF/01 |
| Knowledge Representation and Reasoning | 6 | 48 | English | First four month period | INF/01 |
| Natural Language Processing | 6 | 48 | English | Second semester | INF/01 |
| Text and Argument Mining | 6 | 48 | English | Second semester | INF/01 |
A7 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Anthropology of Ai | 6 | 48 | English | First semester | M-DEA/01 |
| Smart Contracts and Intellectual Property Law | 6 | 48 | English | Second semester | INF/01 IUS/01 |
| Sociology of Ai | 6 | 48 | English | First semester | SPS/07 SPS/08 |
A8 - 1 workshop to choose between:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Workshop: Data Visualization | 3 | 36 | English | First semester | NN |
| Workshop: Team Management | 3 | 36 | English | First semester | NN |
Compulsory
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Traineeship | 3 | 0 | Italian | Undefined | NN |
Optional activities and study plan rules
- 12 ECTS to be earned through any of the elective courses among those offered by the University of Milan, or University of Milano-Bicocca or University of Pavia.
Having passed at least one programming course in a Bachelor or Master Degree, including the present one, is propaedeutic for sitting the Machine Learning exam.
course year not available
Compulsory
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Ai and Human-Decision Making | 12 | 96 | English | M-PSI/01 | |
| Ai, Ethics and Law | 6 | 48 | English | IUS/20 M-FIL/03 | |
| Brain and Cognition | 6 | 48 | English | M-PSI/02 | |
| Brain Modelling for Biomedicine and Ict | 6 | 48 | English | BIO/09 | |
| Machine Learning | 6 | 48 | English | INF/01 | |
| Neurophysiology and Biophysics for Ai | 6 | 48 | English | BIO/09 | |
| Workshop: Programming Lab | 3 | 36 | English | First semester | NN |
Optional activities and study plan rules
B1 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Knowledge Representation and Reasoning | 6 | 48 | English | First four month period | INF/01 |
| Natural Language Processing | 6 | 48 | English | Second semester | INF/01 |
| Programming | 6 | 48 | English | INF/01 |
B2 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Logics for Ai | 6 | 48 | English | M-FIL/02 | |
| Methodology of Data-Driven Reasoning | 6 | 48 | English | M-FIL/02 | |
| Philosophy of Cognitive Neuroscience | 6 | 48 | English | M-FIL/02 |
- 3 ECTS in a second EU foreign Language for Italian students ONLY
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Additional Language Skills: French (3 ECTS) | 3 | 0 | French | Undefined | NN |
| Additional Language Skills: German (3 ECTS) | 3 | 0 | German | Undefined | NN |
| Additional Language Skills: Spanish (3 ECTS) | 3 | 0 | Spanish | Undefined | NN |
- 3 ECTS in Italian Language for foreign students ONLY
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Additional Language Skills: Italian (3 ECTS) | 3 | 0 | Italian | Undefined | NN |
Compulsory
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Ai Applied to Neuroimaging | 6 | 48 | English | Second semester | FIS/07 ING-INF/06 MED/37 |
| Ai Applied to Neurological Sciences and Brain-Computer Interfaces | 6 | 48 | English | First semester | M-PSI/02 MED/26 |
| Final Exam | 21 | 0 | English | Undefined | NN |
Optional activities and study plan rules
B3 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Human-Computer Interaction | 6 | 48 | English | Second semester | INF/01 |
| Machine Learning for Collaborative Intelligent Systems | 6 | 48 | English | Second semester | ING-INF/05 |
| Neuromorphic Computing for Ai Solutions and Neuro-Robotics | 6 | 48 | English | Second semester | ING-INF/05 ING-INF/06 |
B4 - 1 workshop to choose between:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Workshop: Software Tools for Machine Learning | 3 | 36 | English | Second semester | NN |
| Workshop: Software Tools for Statistics | 3 | 36 | English | First semester | NN |
B5 - 1 workshop to choose between:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Workshop: Neuromorphic and Neurorobotics | 3 | 36 | English | First semester | NN |
| Workshop: Neuroplasticity and Non-Invasive Brain Stimulation Techniques | 3 | 36 | English | Second semester | NN |
Compulsory
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Traineeship | 3 | 0 | Italian | Undefined | NN |
Optional activities and study plan rules
- 12 ECTS to be earned through any of the elective courses among those offered by the University of Milan, or University of Milano-Bicocca or University of Pavia.
Having passed at least one programming course in a Bachelor or Master Degree, including the present one, is propaedeutic for sitting the Machine Learning exam.
course year not available
Compulsory
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Ai and Human-Decision Making | 12 | 96 | English | M-PSI/01 | |
| Ai and Media Law | 6 | 48 | English | IUS/08 | |
| Ai, Ethics and Law | 6 | 48 | English | IUS/20 M-FIL/03 | |
| Brain and Cognition | 6 | 48 | English | M-PSI/02 | |
| Data Protection, Law and Ai | 6 | 48 | English | IUS/20 | |
| Machine Learning | 6 | 48 | English | INF/01 | |
| Workshop: Programming Lab | 3 | 36 | English | First semester | NN |
Optional activities and study plan rules
C1 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Knowledge Representation and Reasoning | 6 | 48 | English | First four month period | INF/01 |
| Natural Language Processing | 6 | 48 | English | Second semester | INF/01 |
| Programming | 6 | 48 | English | INF/01 |
C2 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Logics for Ai | 6 | 48 | English | M-FIL/02 | |
| Methodology of Data-Driven Reasoning | 6 | 48 | English | M-FIL/02 | |
| Philosophy of Cognitive Neuroscience | 6 | 48 | English | M-FIL/02 |
- 3 ECTS in a second EU foreign Language for Italian students ONLY
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Additional Language Skills: French (3 ECTS) | 3 | 0 | French | Undefined | NN |
| Additional Language Skills: German (3 ECTS) | 3 | 0 | German | Undefined | NN |
| Additional Language Skills: Spanish (3 ECTS) | 3 | 0 | Spanish | Undefined | NN |
- 3 ECTS in Italian Language for foreign students ONLY
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Additional Language Skills: Italian (3 ECTS) | 3 | 0 | Italian | Undefined | NN |
Compulsory
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Final Exam | 21 | 0 | English | Undefined | NN |
Optional activities and study plan rules
C3 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Corporate Governance and Ai | 6 | 48 | English | Second semester | IUS/04 |
| Responsibility and Ai | 6 | 48 | English | Second semester | IUS/02 IUS/14 |
| Sources of Law and Fundamental Rights in Ai | 6 | 48 | Italian | First semester | IUS/08 |
C4 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Data Analysis and Tax Compliance | 6 | 48 | English | First semester | IUS/12 SECS-S/01 |
| Digital Surveillance, Employee Monitoring and Selection By Ai | 6 | 48 | English | Second semester | IUS/07 |
| Justice By Algorithm | 6 | 48 | English | Second semester | INF/01 IUS/16 |
C5 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Ai and Public Administration | 6 | 48 | English | First semester | INF/01 IUS/10 |
| Banking and Insurance Law | 6 | 48 | English | Second semester | IUS/04 MAT/06 |
| Multilevel Protection of Rights in Ai | 6 | 48 | English | First semester | IUS/13 IUS/14 |
| Smart Contracts and Intellectual Property Law | 6 | 48 | English | Second semester | INF/01 IUS/01 |
C6 - 1 workshop to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Workshop: Employee Monitoring and Recruitment | 3 | 36 | English | Second semester | NN |
| Workshop: Forensics | 3 | 36 | English | Second semester | NN |
| Workshop: Tax Data Analysis and Tax Risk | 3 | 36 | English | Second semester | NN |
C7 - 1 workshop to choose between:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Workshop: Software Tools for Machine Learning | 3 | 36 | English | Second semester | NN |
| Workshop: Software Tools for Statistics | 3 | 36 | English | First semester | NN |
Compulsory
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Traineeship | 3 | 0 | Italian | Undefined | NN |
Optional activities and study plan rules
- 12 ECTS to be earned through any of the elective courses among those offered by the University of Milan, or University of Milano-Bicocca or University of Pavia.
Having passed at least one programming course in a Bachelor or Master Degree, including the present one, is propaedeutic for sitting the Machine Learning exam.