Educational plan
These educational plans and programme descriptions refer to the A.Y. 2025/2026
Human-centered artificial intelligence (Classe LM-55 R)
Enrolled in a.y. 2025/2026 (CBK)
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 | First semester | IUS/20 M-FIL/03 |
| Brain and Cognition | 6 | 48 | English | First semester | M-PSI/02 |
| Machine Learning | 6 | 48 | English | Second semester | INF/01 |
| Mathematics for Ai | 6 | 48 | English | First semester | 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 semester | INF/01 |
| Natural Language Processing | 6 | 48 | English | Second semester | INF/01 |
| Programming | 6 | 48 | English | First semester | 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 | Second semester | M-FIL/02 |
| Methodology of Data-Driven Reasoning | 6 | 48 | English | Second semester | M-FIL/02 |
| Philosophy of Cognitive Neuroscience | 6 | 48 | English | Second semester | 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 | Second semester | M-PSI/06 |
| Principles of Social Psychology for Ai Design | 6 | 48 | English | Second semester | 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 |
be activated by the A.Y. 2026/2027
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 | First semester | M-PED/03 |
| Media Theory and Ai | 6 | 48 | English | First semester | L-ART/06 M-FIL/04 |
| Technological Transfer | 6 | 48 | Italian | First 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 semester | INF/01 |
| Human-Computer Interaction | 6 | 48 | English | Second semester | INF/01 |
| Knowledge Representation and Reasoning | 6 | 48 | English | First semester | 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 | NN | |
| Workshop: Team Management | 3 | 36 | English | Undefined | 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.
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 | First semester | IUS/20 M-FIL/03 |
| Brain and Cognition | 6 | 48 | English | First semester | M-PSI/02 |
| Brain Modelling for Biomedicine and Ict | 6 | 48 | English | Second semester | BIO/09 |
| Machine Learning | 6 | 48 | English | Second semester | INF/01 |
| Neurophysiology and Biophysics for Ai | 6 | 48 | English | Second semester | 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 semester | INF/01 |
| Natural Language Processing | 6 | 48 | English | Second semester | INF/01 |
| Programming | 6 | 48 | English | First semester | 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 | Second semester | M-FIL/02 |
| Methodology of Data-Driven Reasoning | 6 | 48 | English | Second semester | M-FIL/02 |
| Philosophy of Cognitive Neuroscience | 6 | 48 | English | Second semester | 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 |
be activated by the A.Y. 2026/2027
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 | Second 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.
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 | Second semester | IUS/08 |
| Ai, Ethics and Law | 6 | 48 | English | First semester | IUS/20 M-FIL/03 |
| Brain and Cognition | 6 | 48 | English | First semester | M-PSI/02 |
| Data Protection, Law and Ai | 6 | 48 | English | Second semester | IUS/20 |
| Machine Learning | 6 | 48 | English | Second semester | 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 semester | INF/01 |
| Natural Language Processing | 6 | 48 | English | Second semester | INF/01 |
| Programming | 6 | 48 | English | First semester | 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 | Second semester | M-FIL/02 |
| Methodology of Data-Driven Reasoning | 6 | 48 | English | Second semester | M-FIL/02 |
| Philosophy of Cognitive Neuroscience | 6 | 48 | English | Second semester | 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 |
be activated by the A.Y. 2026/2027
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 | 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.
Human-centered artificial intelligence (Classe LM-55)
Enrolled from academic year 2023/2024 until 2024/2025 (C90)
course year not available
Compulsory
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Ai and Human Decision-Making | 12 | 96 | English | year | 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 | 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 semester | 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 | |
| Philosophy of Cognitive Neuroscience | 6 | 48 | English | M-FIL/02 | |
| The Epistemology of Big Data | 6 | 48 | English | M-FIL/02 |
A3 - 6 ECTS in
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Principles of Social Psichology 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
A5 - 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 |
A6 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Ai in Education | 6 | 48 | English | First semester | M-PED/03 |
| Media Theory and Ai | 6 | 48 | English | First semester | L-ART/06 M-FIL/04 |
| Technological Transfer | 6 | 48 | English | First semester | SECS-P/08 |
A7 - 1 exam to choose among:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Affective Computing | 6 | 48 | English | First semester | INF/01 |
| Human-Computer Interaction | 6 | 48 | English | Second semester | INF/01 |
| Knowledge Representation and Reasoning | 6 | 48 | English | First semester | INF/01 |
| Natural Language Processing | 6 | 48 | English | Second semester | INF/01 |
| Text and Argument Mining | 6 | 48 | English | Second semester | INF/01 |
A8 - 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/08 |
A9 - 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 |
A9_1 - 3 ECTS to be earned through a stage
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.
There are no propaedeutic courses.
course year not available
Compulsory
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Ai and Human Decision-Making | 12 | 96 | English | year | 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 | 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 semester | 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 | |
| Philosophy of Cognitive Neuroscience | 6 | 48 | English | M-FIL/02 | |
| The Epistemology of Big Data | 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
B4 - 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 | English | First semester | IUS/08 |
B5 - 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 |
B6 - 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 |
B7 - 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 |
B8 - 1 workshop to choose among:
| 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 |
B9 - 3 ECTS to be earned through a stage
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.
There are no propaedeutic courses.
course year not available
Compulsory
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Ai and Human Decision-Making | 12 | 96 | English | year | 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 | 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 semester | 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 | |
| Philosophy of Cognitive Neuroscience | 6 | 48 | English | M-FIL/02 | |
| The Epistemology of Big Data | 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 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
C4 - 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 |
C5 - 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 |
C6 - 1 workshop to choose between:
| Courses or activities | Max ECTS | Total hours | Language | Lesson period | SSD |
|---|---|---|---|---|---|
| Workshop: Neuromorphic and Neurorobotics | 3 | 36 | English | Second semester | NN |
| Workshop: Neuroplasticity and Non-Invasive Brain Stimulation Techniques | 3 | 36 | English | Second semester | NN |
C7 - 3 ECTS to be earned through a stage
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.
There are no propaedeutic courses.