The Programme offers 4 different curricula:
- Neurocognitive Architectures
- AI and Innovation
- Methodologies and Applications
- Systems
Within the Methodologies and Applications curriculum you must choose one among the four paths of specialization:
- Computer Vision
- Methodologies
- Intelligent Robots
- Humans and AI
The specific articulation and electives may vary a little across years: to find out all the electives scheduled each year, see the Educational offer.
What you'll study
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Fundamentals of Artificial Intelligence
12 CFU - code 145856
-
Law and Ethics in Artificial Intelligence
6 CFU - code 145860
-
Machine Learning
12 CFU - code 145857
-
Natural Language Understanding
6 CFU - code 145859
-
Artificial and biological neural systems
6 CFU - code 145861
-
Signal, Image and Video
6 CFU - code 145858
-
Artificial and biological neural systems
6 CFU - code 145861
-
Automated Reasoning
6 CFU - code 145863
-
Autonomous Software Agents
6 CFU - code 145867
-
Introduction to Robotics
6 CFU - code 145866
-
Signal, Image and Video
6 CFU - code 145858
-
Foundation Models
6 CFU - code 146382
-
Foundations of Cognitive Psychology and Neuroscience
6 CFU - code 146121
-
Internship
6 CFU - code 145885
-
Introduction to Human Language
6 CFU - code 154152
-
Language and Social Cognition
6 CFU - code 154108
-
Semantics and Cognition
6 CFU - code 154145
-
Thesis
24 CFU - code 145884
-
Automated Planning: Theory and Practice
6 CFU - code 145862
-
Bio-Inspired Artificial Intelligence
6 CFU - code 145763
-
Human-Machine Dialogue
6 CFU - code 145864
-
Causality
6 CFU - code 146392
-
Foundations of Human-AI Collaboration
6 CFU - code 146393
-
Business Development Laboratory
6 CFU - code 145636
-
Fundamentals of Artificial Intelligence
12 CFU - code 145856
-
Law and Ethics in Artificial Intelligence
6 CFU - code 145860
-
Machine Learning
12 CFU - code 145857
-
Natural Language Understanding
6 CFU - code 145859
-
Artificial and biological neural systems
6 CFU - code 145861
-
Signal, Image and Video
6 CFU - code 145858
-
Automated Reasoning
6 CFU - code 145863
-
Autonomous Software Agents
6 CFU - code 145867
-
Introduction to Robotics
6 CFU - code 145866
-
AI and Innovation
6 CFU - code 145881
-
Innovation and Entrepreneurship Basic
6 CFU - code 145936
-
Internship
6 CFU - code 145885
-
Thesis
24 CFU - code 145884
-
Automated Planning: Theory and Practice
6 CFU - code 145862
-
Bio-Inspired Artificial Intelligence
6 CFU - code 145763
-
Human-Machine Dialogue
6 CFU - code 145864
-
Causality
6 CFU - code 146392
-
Foundations of Human-AI Collaboration
6 CFU - code 146393
-
Fundamentals of Artificial Intelligence
12 CFU - code 145856
-
Law and Ethics in Artificial Intelligence
6 CFU - code 145860
-
Machine Learning
12 CFU - code 145857
-
Natural Language Understanding
6 CFU - code 145859
-
Artificial and biological neural systems
6 CFU - code 145861
-
Signal, Image and Video
6 CFU - code 145858
-
Automated Reasoning
6 CFU - code 145863
-
Autonomous Software Agents
6 CFU - code 145867
-
Introduction to Robotics
6 CFU - code 145866
-
Computer Vision
6 CFU - code 140266
-
Internship
6 CFU - code 145885
-
Thesis
24 CFU - code 145884
-
Automated Planning: Theory and Practice
6 CFU - code 145862
-
Bio-Inspired Artificial Intelligence
6 CFU - code 145763
-
Human-Machine Dialogue
6 CFU - code 145864
-
Advanced Computer Vision
6 CFU - code 145869
-
Trends and Applications of Computer Vision
6 CFU - code 145870
-
Advanced Topics in Machine Learning and Optimization
6 CFU - code 145871
-
Foundation Models
6 CFU - code 146382
-
Distributed Robot Perception
6 CFU - code 145872
-
Optimisation and Learning for Robot Control
6 CFU - code 146216
-
Robot Planning and its application
6 CFU - code 145874
-
Foundation Models
6 CFU - code 146382
-
Knowledge Graphs
6 CFU - code 146391
-
Advanced HCI
6 CFU - code 146155
-
Human-Centric AI
6 CFU - code 146307
-
Studies on human behaviour
6 CFU - code 145899
-
Causality
6 CFU - code 146392
-
Foundations of Human-AI Collaboration
6 CFU - code 146393
-
Fundamentals of Artificial Intelligence
12 CFU - code 145856
-
Law and Ethics in Artificial Intelligence
6 CFU - code 145860
-
Machine Learning
12 CFU - code 145857
-
Natural Language Understanding
6 CFU - code 145859
-
Artificial and biological neural systems
6 CFU - code 145861
-
Signal, Image and Video
6 CFU - code 145858
-
Automated Reasoning
6 CFU - code 145863
-
Autonomous Software Agents
6 CFU - code 145867
-
Introduction to Robotics
6 CFU - code 145866
-
AI for Food Quality Control
6 CFU - code 146218
-
Internship
6 CFU - code 145885
-
Sensing Technologies and Data Processing
6 CFU - code 146303
-
Software Development for Collaborative Robotics
6 CFU - code 146217
-
Thesis
24 CFU - code 145884
-
Automated Planning: Theory and Practice
6 CFU - code 145862
-
Bio-Inspired Artificial Intelligence
6 CFU - code 145763
-
Human-Machine Dialogue
6 CFU - code 145864
-
Causality
6 CFU - code 146392
-
Foundations of Human-AI Collaboration
6 CFU - code 146393
The teaching program of the two-year master degree in Artificial Intelligence Systems (AIS), delivered in English, includes courses in the following foundational and related areas of artificial intelligence:
- Knowledge representation, automatic reasoning, planning, machine learning, human language processing and technology, human-machine interaction;
- Industrial and service robotics, advanced techniques for perception, decision and execution of robotic actions in complex and unstructured environments, optimisation and deployment of AI-based software solutions on existing robotic platforms;
- Signal acquisition, processing and interpretation of speech, images and videos, artificial vision and applications;
- Cognitive neuroscience, cognitive and brain architectures, and their applications to artificial intelligence models;
- Legal and ethical principles, laws and their applications to the design and application of artificial intelligence systems;
- Business and economic processes, for the organization, management and innovation of products and services based on artificial intelligence systems.
During the course, you will attend:
- laboratory activities
- hands-on experiences
- projects
- seminars by researchers and industry leaders
- internship opportunities.
Career Opportunities
Thanks also to a formative offer that favors a significant laboratory activity in various applications and industrial domains, the employment opportunities typical for graduates in Artificial Intelligence Systems are relevant both to the business operating sectors and to the research and development centers, in particular:
- companies related to the design, development, engineering, production and operation of intelligent solutions and systems and their applications;
- manufacturing companies, agro-food companies, companies operating in the private sector, sectors of public administrations and service companies in which computer systems based on artificial intelligence are used;
- companies interested in the acquisition, processing, processing and transmission of information (data, voice, images and video);
- manufacturing and logistic companies using robotics and automation, industrial companies developing state-of-the art robotic solutions, companies producing bio-medical devices that aim to extend their range of products toward assistive robots, solutions providing for self-driving autonomous cars;
- companies operating in the field of design and development of embedded systems and digital platforms for autonomous and intelligent systems;
- companies in different sectors, which need skills for the development and use of systems based on artificial intelligence to support internal organization, production and marketing;
- companies in the services and advanced tertiary sectors, operating in particular in the areas of design, supply, maintenance of services provided via telematic networks, the internet and the web;
- manufacturers and/or users of computer components and systems;
- companies that provide facilities and services for IT systems and networks;
- software engineering companies;
- public and private research and development centers.
Further Studies
The master's degree in Artificial Intelligence Systems provides the knowledge, skills and training necessary to apply to the following PhD programs at UniTrento: