CORSO DI LAUREA:

COMPUTER SCIENCE - INFORMATICA

Questo file ha lo scopo di assistere lo studente che desidera partecipare al progetto Erasmus+, durante la fase di realizzazione del Learning Agreement.
Di seguito è riportato un elenco di esami del corso, a ciascuno dei quali è associata una tabella che presenta dei suggerimenti di Learning Agreement che consentono di convalidare tale esame, basati su esami convalidati negli anni precedenti.

Gli esami e i contenuti dei corsi cambiano ogni anno, pertanto non è garantito che gli esami riportati sono ancora validi. Consultate il bando, le pagine delle università ospitanti e il/la RAM del vostro corso di studi.

ESAMI:

ADVANCED MACHINE LEARNING

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
AUSTRIA	TECHNISCHE UNIVERSITÄT WIEN	0	1, 2	ADVANCED MACHINE LEARNING	6.00	Applied Deep Learning	3.00	I
				INFORMATION SYSTEMS	6.00	Business Intelligence	6.00	I
						Computer Vision	4.50	I
						Quantum Physics Quantum Physics	5.00	I

ADVANCED SOFTWARE ENGINEERING

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
OLANDA	RIJKSUNIVERSITEIT GRONINGEN - RUG UNIVERSITY OF GRONINGEN	0	1, 2	ADVANCED SOFTWARE ENGINEERING	6.00	Advanced Topics in Security and Privacy	5.00	I
				BIG DATA COMPUTING	6.00	Enterprise Application Integration	5.00	I
				CRYPTOGRAPHY	6.00	Information Systems	5.00	I
				ELECTIVE IN NETWORKING AND SYSTEMS	6.00	Introduction to Data Science	5.00	I
				FOUNDATIONS OF DATA SCIENCE	6.00	Machine Learning	5.00	I
				INFORMATION SYSTEMS	6.00	Scalable Computing	5.00	II
				MACHINE LEARNING	6.00	Scientific Visualization	5.00	II
						Software Architecture	5.00	I
						Software Patterns	5.00	I
						Student Colloquium (Computing Science)	5.00	II
OLANDA	RIJKSUNIVERSITEIT GRONINGEN - RUG UNIVERSITY OF GRONINGEN	0	1, 2	ADVANCED SOFTWARE ENGINEERING	6.00	Advanced Topics in Security and Privacy	5.00	I
				DATA AND NETWORK SECURITY	6.00	Information Systems	5.00	I
				DEEP LEARNING AND APPLIED ARTIFICIAL INTELLIGENCE	6.00	Neural Networks and Computational Intelligence	5.00	I
				DEEP LEARNING AND APPLIED ARTIFICIAL INTELLIGENCE	6.00	Software Architecture	5.00	I

ARTIFICIAL INTELLIGENCE I

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
SVIZZERA	UNIVERSITA DELLA SVIZZERA ITALIANA (USI)	0	1, 2	ARTIFICIAL INTELLIGENCE I	6.00	Algorithms and Complexity	6.00	I
				COMPUTATIONAL COMPLEXITY	6.00	Analysis of Social Networks	6.00	I
				INTERNET OF THINGS	6.00	Artificial Intelligence	6.00	I
				SOCIAL NETWORKS AND ON-LINE MARKETS	6.00	Mobile and Wearable Computing	6.00	I

AUTOMI CALCOLABILITA' E COMPLESSITA'

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
AUSTRIA	TECHNISCHE UNIVERSITÄT WIEN	0	1, 2	AUTOMI CALCOLABILITA' E COMPLESSITA'	6.00	Formal Language Theory	3.00	I
				MACHINE LEARNING	6.00	Machine Learning	4.50	I
						Seminar in Complexity Theory	3.00	I
						Seminar in Knowledge Representation and Reasoning	3.00	I
						Software Model Checking	6.00	I

BIG DATA COMPUTING

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
AUSTRIA	TECHNISCHE UNIVERSITÄT WIEN	0	1, 2	BIG DATA COMPUTING	6.00	Introduction to Computer Graphics	3.00	I
				INTERACTIVE GRAPHICS	6.00	Self-Organizing Systems	4.50	I
				MACHINE LEARNING	6.00	Video Analysis	1.50	I
OLANDA	MAASTRICHT UNIVERSITY	0	1, 2	BIG DATA COMPUTING	6.00	Advanced Concepts in Machine Learning	6.00	I
				LABORATORIO DI INTELLIGENZA ARTIFICIALE E GRAFICA INTERATTIVA	6.00	Data Mining	6.00	I
				OPTIMIZATION METHODS FOR MACHINE LEARNING	6.00	Foundations of Agents	6.00	I
OLANDA	RIJKSUNIVERSITEIT GRONINGEN - RUG UNIVERSITY OF GRONINGEN	0	1, 2	ADVANCED SOFTWARE ENGINEERING	6.00	Advanced Topics in Security and Privacy	5.00	I
				BIG DATA COMPUTING	6.00	Enterprise Application Integration	5.00	I
				CRYPTOGRAPHY	6.00	Information Systems	5.00	I
				ELECTIVE IN NETWORKING AND SYSTEMS	6.00	Introduction to Data Science	5.00	I
				FOUNDATIONS OF DATA SCIENCE	6.00	Machine Learning	5.00	I
				INFORMATION SYSTEMS	6.00	Scalable Computing	5.00	II
				MACHINE LEARNING	6.00	Scientific Visualization	5.00	II
						Software Architecture	5.00	I
						Software Patterns	5.00	I
						Student Colloquium (Computing Science)	5.00	II

CLOUD COMPUTING

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
AUSTRIA	UPPER AUSTRIA UNIVERSITY OF APPLIED SCIENCES, HAGENBERG CAMPUS	0	1, 2	CLOUD COMPUTING	6.00	Advanced Computer Graphics	6.00	I
				FUNDAMENTALS OF COMPUTER GRAPHICS	6.00	Cloud Computing	5.00	I
				INTERAZIONE UOMO MACCHINA	6.00	Human-Computer Interaction	4.50	I
				INTERAZIONE UOMO MACCHINA	6.00	Project 1	9.00	I

COMPUTATIONAL COMPLEXITY

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
SVIZZERA	UNIVERSITA DELLA SVIZZERA ITALIANA (USI)	0	1, 2	ARTIFICIAL INTELLIGENCE I	6.00	Algorithms and Complexity	6.00	I
				COMPUTATIONAL COMPLEXITY	6.00	Analysis of Social Networks	6.00	I
				INTERNET OF THINGS	6.00	Artificial Intelligence	6.00	I
				SOCIAL NETWORKS AND ON-LINE MARKETS	6.00	Mobile and Wearable Computing	6.00	I

COMPUTER VISION

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
AUSTRIA	TECHNISCHE UNIVERSITÄT WIEN	0	1, 2	COMPUTER VISION	6.00	Assistive Technologien 1	3.00	I
				DATA MINING	6.00	Business Intelligence	6.00	I
						Cognitive Foundations of Visualization	3.00	I
						Computer Vision	4.50	I
						Design and Evaluation of Visulisations	3.00	I
AUSTRIA	TECHNISCHE UNIVERSITÄT WIEN	0	1, 2	COMPUTER VISION	6.00	Applications of Computer Vision	3.00	I
				ECONOMICS OF NETWORK INDUSTRIES	6.00	Business Intelligence	6.00	I
				INFORMATION SYSTEMS	6.00	Computer Vision	4.50	I
						IT-based Management	3.00	I
						Innovation Theory	3.00	I
PORTOGALLO	UNIVERSIDADE DO PORTO	0	1, 2	COMPUTER VISION	6.00	Computer Vision	6.00	I
				FOUNDATIONS OF DATA SCIENCE	6.00	Data Visualization	6.00	I
				PRACTICAL NETWORK DEFENSE	6.00	Introduction to Data Science	6.00	I
				PRACTICAL NETWORK DEFENSE	6.00	Network Security	6.00	I
SPAGNA	UNIVERSIDAD DE BARCELONA	0	1, 2	COMPUTER VISION	6.00	Cognitive Interaction with Robots	4.50	I
				MULTIMODAL INTERACTION	6.00	Normative and Dynamic Virtual Worlds	4.50	I
				ROBOTICS I	6.00	Supervised and Experiential Learning	4.50	I
				ROBOTICS I	6.00	Visio Artificial	6.00	I

CONTROL OF AUTONOMOUS MULTI-AGENT SYSTEMS

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
OLANDA	MAASTRICHT UNIVERSITY	0	1, 2	CONTROL OF AUTONOMOUS MULTI-AGENT SYSTEMS	6.00	Data Mining	6.00	I
				FOUNDATIONS OF DATA SCIENCE	6.00	Foundations of Agents	6.00	I
				LABORATORIO DI INTELLIGENZA ARTIFICIALE E GRAFICA INTERATTIVA	6.00	Multi-Agent Systems	6.00	I

CRYPTOGRAPHY

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
GERMANIA	TECHNISCHE UNIVERSITÄT MÜNCHEN	0	1, 2	CRYPTOGRAPHY	6.00	Algorithms in Quantum Theory	5.00	II
				ELECTIVE IN NETWORKING AND SYSTEMS	6.00	Blockchain-based Systems Engineering	5.00	II
				NETWORK ALGORITHMS	6.00	Complexity Theory	8.00	II
				TOPICS IN PHYSICS	6.00	Cryptography	5.00	I
						Distributed Data Mining Lab	10.00	II
						Seminar - Selected Topics in Efficient Algorithm	5.00	I
OLANDA	RIJKSUNIVERSITEIT GRONINGEN - RUG UNIVERSITY OF GRONINGEN	0	1, 2	ADVANCED SOFTWARE ENGINEERING	6.00	Advanced Topics in Security and Privacy	5.00	I
				BIG DATA COMPUTING	6.00	Enterprise Application Integration	5.00	I
				CRYPTOGRAPHY	6.00	Information Systems	5.00	I
				ELECTIVE IN NETWORKING AND SYSTEMS	6.00	Introduction to Data Science	5.00	I
				FOUNDATIONS OF DATA SCIENCE	6.00	Machine Learning	5.00	I
				INFORMATION SYSTEMS	6.00	Scalable Computing	5.00	II
				MACHINE LEARNING	6.00	Scientific Visualization	5.00	II
						Software Architecture	5.00	I
						Software Patterns	5.00	I
						Student Colloquium (Computing Science)	5.00	II

DATA AND NETWORK SECURITY

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
OLANDA	RIJKSUNIVERSITEIT GRONINGEN - RUG UNIVERSITY OF GRONINGEN	0	1, 2	ADVANCED SOFTWARE ENGINEERING	6.00	Advanced Topics in Security and Privacy	5.00	I
				DATA AND NETWORK SECURITY	6.00	Information Systems	5.00	I
				DEEP LEARNING AND APPLIED ARTIFICIAL INTELLIGENCE	6.00	Neural Networks and Computational Intelligence	5.00	I
				DEEP LEARNING AND APPLIED ARTIFICIAL INTELLIGENCE	6.00	Software Architecture	5.00	I
REGNO UNITO	UNIVERSITY OF LEICESTER	0	1, 2	DATA AND NETWORK SECURITY	6.00	Distributed Systems and Applications	10.00	II
				DISTRIBUTED SYSTEMS	6.00	Foundations of Artificial Intelligence	7.50	II
				MACHINE LEARNING	6.00	Foundations of Cybersecurity	10.00	II

DATA MINING

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
AUSTRIA	TECHNISCHE UNIVERSITÄT WIEN	0	1, 2	COMPUTER VISION	6.00	Assistive Technologien 1	3.00	I
				DATA MINING	6.00	Business Intelligence	6.00	I
						Cognitive Foundations of Visualization	3.00	I
						Computer Vision	4.50	I
						Design and Evaluation of Visulisations	3.00	I

DEEP LEARNING AND APPLIED ARTIFICIAL INTELLIGENCE

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
BELGIO	VRIJE UNIVERSITEIT BRUSSEL	0	2	DEEP LEARNING AND APPLIED ARTIFICIAL INTELLIGENCE	6.00	Actual Trends in Artificial Intelligence	6.00	I
						Cloud Computing and Big Data Processing	6.00	I
						Open Information Systems	6.00	I
OLANDA	RIJKSUNIVERSITEIT GRONINGEN - RUG UNIVERSITY OF GRONINGEN	0	1, 2	ADVANCED SOFTWARE ENGINEERING	6.00	Advanced Topics in Security and Privacy	5.00	I
				DATA AND NETWORK SECURITY	6.00	Information Systems	5.00	I
				DEEP LEARNING AND APPLIED ARTIFICIAL INTELLIGENCE	6.00	Neural Networks and Computational Intelligence	5.00	I
				DEEP LEARNING AND APPLIED ARTIFICIAL INTELLIGENCE	6.00	Software Architecture	5.00	I

DISTRIBUTED SYSTEMS

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
REGNO UNITO	UNIVERSITY OF LEICESTER	0	1, 2	DATA AND NETWORK SECURITY	6.00	Distributed Systems and Applications	10.00	II
				DISTRIBUTED SYSTEMS	6.00	Foundations of Artificial Intelligence	7.50	II
				MACHINE LEARNING	6.00	Foundations of Cybersecurity	10.00	II

ECONOMICS OF NETWORK INDUSTRIES

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
AUSTRIA	TECHNISCHE UNIVERSITÄT WIEN	0	1, 2	COMPUTER VISION	6.00	Applications of Computer Vision	3.00	I
				ECONOMICS OF NETWORK INDUSTRIES	6.00	Business Intelligence	6.00	I
				INFORMATION SYSTEMS	6.00	Computer Vision	4.50	I
						IT-based Management	3.00	I
						Innovation Theory	3.00	I

ELECTIVE IN NETWORKING AND SYSTEMS

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
GERMANIA	TECHNISCHE UNIVERSITÄT MÜNCHEN	0	1, 2	CRYPTOGRAPHY	6.00	Algorithms in Quantum Theory	5.00	II
				ELECTIVE IN NETWORKING AND SYSTEMS	6.00	Blockchain-based Systems Engineering	5.00	II
				NETWORK ALGORITHMS	6.00	Complexity Theory	8.00	II
				TOPICS IN PHYSICS	6.00	Cryptography	5.00	I
						Distributed Data Mining Lab	10.00	II
						Seminar - Selected Topics in Efficient Algorithm	5.00	I
OLANDA	RIJKSUNIVERSITEIT GRONINGEN - RUG UNIVERSITY OF GRONINGEN	0	1, 2	ADVANCED SOFTWARE ENGINEERING	6.00	Advanced Topics in Security and Privacy	5.00	I
				BIG DATA COMPUTING	6.00	Enterprise Application Integration	5.00	I
				CRYPTOGRAPHY	6.00	Information Systems	5.00	I
				ELECTIVE IN NETWORKING AND SYSTEMS	6.00	Introduction to Data Science	5.00	I
				FOUNDATIONS OF DATA SCIENCE	6.00	Machine Learning	5.00	I
				INFORMATION SYSTEMS	6.00	Scalable Computing	5.00	II
				MACHINE LEARNING	6.00	Scientific Visualization	5.00	II
						Software Architecture	5.00	I
						Software Patterns	5.00	I
						Student Colloquium (Computing Science)	5.00	II
REGNO UNITO	ROYAL HOLLOWAY AND BEDFORD NEW COLLEGE (UNIVERSITY OF LONDON)	0	1, 2	ELECTIVE IN NETWORKING AND SYSTEMS	6.00	Computational Optimization	7.50	II
				INTENSIVE COMPUTATION	6.00	Computer and Network Security	7.50	II
				INTENSIVE COMPUTATION	6.00	Digital Forensics	7.50	II
SVIZZERA	UNIVERSITA DELLA SVIZZERA ITALIANA (USI)	0	1, 2	ELECTIVE IN NETWORKING AND SYSTEMS	6.00	Knowledge Analysis & Management	6.00	I
				PROBABILITA' E STATISTICA	6.00	Mobile and WearableComputing	6.00	I
				PROBABILITA' E STATISTICA	6.00	Probability & Statistics	6.00	I

FOUNDATIONS OF DATA SCIENCE

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
OLANDA	MAASTRICHT UNIVERSITY	0	1, 2	CONTROL OF AUTONOMOUS MULTI-AGENT SYSTEMS	6.00	Data Mining	6.00	I
				FOUNDATIONS OF DATA SCIENCE	6.00	Foundations of Agents	6.00	I
				LABORATORIO DI INTELLIGENZA ARTIFICIALE E GRAFICA INTERATTIVA	6.00	Multi-Agent Systems	6.00	I
OLANDA	RIJKSUNIVERSITEIT GRONINGEN - RUG UNIVERSITY OF GRONINGEN	0	1, 2	ADVANCED SOFTWARE ENGINEERING	6.00	Advanced Topics in Security and Privacy	5.00	I
				BIG DATA COMPUTING	6.00	Enterprise Application Integration	5.00	I
				CRYPTOGRAPHY	6.00	Information Systems	5.00	I
				ELECTIVE IN NETWORKING AND SYSTEMS	6.00	Introduction to Data Science	5.00	I
				FOUNDATIONS OF DATA SCIENCE	6.00	Machine Learning	5.00	I
				INFORMATION SYSTEMS	6.00	Scalable Computing	5.00	II
				MACHINE LEARNING	6.00	Scientific Visualization	5.00	II
						Software Architecture	5.00	I
						Software Patterns	5.00	I
						Student Colloquium (Computing Science)	5.00	II
PORTOGALLO	UNIVERSIDADE DO PORTO	0	1, 2	COMPUTER VISION	6.00	Computer Vision	6.00	I
				FOUNDATIONS OF DATA SCIENCE	6.00	Data Visualization	6.00	I
				PRACTICAL NETWORK DEFENSE	6.00	Introduction to Data Science	6.00	I
				PRACTICAL NETWORK DEFENSE	6.00	Network Security	6.00	I

FUNDAMENTALS OF COMPUTER GRAPHICS

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
AUSTRIA	UPPER AUSTRIA UNIVERSITY OF APPLIED SCIENCES, HAGENBERG CAMPUS	0	1, 2	CLOUD COMPUTING	6.00	Advanced Computer Graphics	6.00	I
				FUNDAMENTALS OF COMPUTER GRAPHICS	6.00	Cloud Computing	5.00	I
				INTERAZIONE UOMO MACCHINA	6.00	Human-Computer Interaction	4.50	I
				INTERAZIONE UOMO MACCHINA	6.00	Project 1	9.00	I
GERMANIA	JOHANN WOLFGANG GOETHE UNIVERSITÄT	0	1, 2, 3	FUNDAMENTALS OF COMPUTER GRAPHICS	6.00	Data Challenges - Ethical Implications of AI - Einzelansicht	6.00	II
				METHODS IN COMPUTER SCIENCE EDUCATION: ANALYSIS	6.00	Educational Technologies - Einzelansicht	6.00	II
						Grundlagen der Computergraphik - Einzelansicht	8.00	II
						Machine Learning II - Einzelansicht	6.00	II
						Theorie verteilter Systeme 1 +2 - Einzelansicht	10.00	II

INFORMATION SYSTEMS

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
AUSTRIA	TECHNISCHE UNIVERSITÄT WIEN	0	1, 2	COMPUTER VISION	6.00	Applications of Computer Vision	3.00	I
				ECONOMICS OF NETWORK INDUSTRIES	6.00	Business Intelligence	6.00	I
				INFORMATION SYSTEMS	6.00	Computer Vision	4.50	I
						IT-based Management	3.00	I
						Innovation Theory	3.00	I
AUSTRIA	TECHNISCHE UNIVERSITÄT WIEN	0	1, 2	ADVANCED MACHINE LEARNING	6.00	Applied Deep Learning	3.00	I
				INFORMATION SYSTEMS	6.00	Business Intelligence	6.00	I
						Computer Vision	4.50	I
						Quantum Physics Quantum Physics	5.00	I
OLANDA	RIJKSUNIVERSITEIT GRONINGEN - RUG UNIVERSITY OF GRONINGEN	0	1, 2	ADVANCED SOFTWARE ENGINEERING	6.00	Advanced Topics in Security and Privacy	5.00	I
				BIG DATA COMPUTING	6.00	Enterprise Application Integration	5.00	I
				CRYPTOGRAPHY	6.00	Information Systems	5.00	I
				ELECTIVE IN NETWORKING AND SYSTEMS	6.00	Introduction to Data Science	5.00	I
				FOUNDATIONS OF DATA SCIENCE	6.00	Machine Learning	5.00	I
				INFORMATION SYSTEMS	6.00	Scalable Computing	5.00	II
				MACHINE LEARNING	6.00	Scientific Visualization	5.00	II
						Software Architecture	5.00	I
						Software Patterns	5.00	I
						Student Colloquium (Computing Science)	5.00	II

INTENSIVE COMPUTATION

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
REGNO UNITO	ROYAL HOLLOWAY AND BEDFORD NEW COLLEGE (UNIVERSITY OF LONDON)	0	1, 2	ELECTIVE IN NETWORKING AND SYSTEMS	6.00	Computational Optimization	7.50	II
				INTENSIVE COMPUTATION	6.00	Computer and Network Security	7.50	II
				INTENSIVE COMPUTATION	6.00	Digital Forensics	7.50	II

INTERACTIVE GRAPHICS

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
AUSTRIA	TECHNISCHE UNIVERSITÄT WIEN	0	1, 2	BIG DATA COMPUTING	6.00	Introduction to Computer Graphics	3.00	I
				INTERACTIVE GRAPHICS	6.00	Self-Organizing Systems	4.50	I
				MACHINE LEARNING	6.00	Video Analysis	1.50	I

INTERAZIONE UOMO MACCHINA

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
AUSTRIA	UPPER AUSTRIA UNIVERSITY OF APPLIED SCIENCES, HAGENBERG CAMPUS	0	1, 2	CLOUD COMPUTING	6.00	Advanced Computer Graphics	6.00	I
				FUNDAMENTALS OF COMPUTER GRAPHICS	6.00	Cloud Computing	5.00	I
				INTERAZIONE UOMO MACCHINA	6.00	Human-Computer Interaction	4.50	I
				INTERAZIONE UOMO MACCHINA	6.00	Project 1	9.00	I
SVIZZERA	UNIVERSITA DELLA SVIZZERA ITALIANA (USI)	0	1, 2	INTERAZIONE UOMO MACCHINA	6.00	Cyber-Physical Software Engineering	6.00	I
				NATURAL LANGUAGE PROCESSING	6.00	Knowledge Analysis & Management	6.00	I
				NATURAL LANGUAGE PROCESSING	6.00	User Experience Design	6.00	I

INTERNET OF THINGS

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
SVIZZERA	UNIVERSITA DELLA SVIZZERA ITALIANA (USI)	0	1, 2	ARTIFICIAL INTELLIGENCE I	6.00	Algorithms and Complexity	6.00	I
				COMPUTATIONAL COMPLEXITY	6.00	Analysis of Social Networks	6.00	I
				INTERNET OF THINGS	6.00	Artificial Intelligence	6.00	I
				SOCIAL NETWORKS AND ON-LINE MARKETS	6.00	Mobile and Wearable Computing	6.00	I

LABORATORIO DI INTELLIGENZA ARTIFICIALE E GRAFICA INTERATTIVA

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
OLANDA	MAASTRICHT UNIVERSITY	0	1, 2	BIG DATA COMPUTING	6.00	Advanced Concepts in Machine Learning	6.00	I
				LABORATORIO DI INTELLIGENZA ARTIFICIALE E GRAFICA INTERATTIVA	6.00	Data Mining	6.00	I
				OPTIMIZATION METHODS FOR MACHINE LEARNING	6.00	Foundations of Agents	6.00	I
OLANDA	MAASTRICHT UNIVERSITY	0	1, 2	CONTROL OF AUTONOMOUS MULTI-AGENT SYSTEMS	6.00	Data Mining	6.00	I
				FOUNDATIONS OF DATA SCIENCE	6.00	Foundations of Agents	6.00	I
				LABORATORIO DI INTELLIGENZA ARTIFICIALE E GRAFICA INTERATTIVA	6.00	Multi-Agent Systems	6.00	I

MACHINE LEARNING

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
AUSTRIA	TECHNISCHE UNIVERSITÄT WIEN	0	1, 2	AUTOMI CALCOLABILITA' E COMPLESSITA'	6.00	Formal Language Theory	3.00	I
				MACHINE LEARNING	6.00	Machine Learning	4.50	I
						Seminar in Complexity Theory	3.00	I
						Seminar in Knowledge Representation and Reasoning	3.00	I
						Software Model Checking	6.00	I
AUSTRIA	TECHNISCHE UNIVERSITÄT WIEN	0	1, 2	BIG DATA COMPUTING	6.00	Introduction to Computer Graphics	3.00	I
				INTERACTIVE GRAPHICS	6.00	Self-Organizing Systems	4.50	I
				MACHINE LEARNING	6.00	Video Analysis	1.50	I
GERMANIA	UNIVERSITAT-GESAMTHOCHSCHULE SIEGEN	0	2	MACHINE LEARNING	6.00	Recent Advances in Machine Learning	6.00	II
GERMANIA	UNIVERSITAT-GESAMTHOCHSCHULE SIEGEN	0	2	MACHINE LEARNING	6.00	What does differential privacy mean for Computer Vision?	18.00	II
OLANDA	RIJKSUNIVERSITEIT GRONINGEN - RUG UNIVERSITY OF GRONINGEN	0	1, 2	ADVANCED SOFTWARE ENGINEERING	6.00	Advanced Topics in Security and Privacy	5.00	I
				BIG DATA COMPUTING	6.00	Enterprise Application Integration	5.00	I
				CRYPTOGRAPHY	6.00	Information Systems	5.00	I
				ELECTIVE IN NETWORKING AND SYSTEMS	6.00	Introduction to Data Science	5.00	I
				FOUNDATIONS OF DATA SCIENCE	6.00	Machine Learning	5.00	I
				INFORMATION SYSTEMS	6.00	Scalable Computing	5.00	II
				MACHINE LEARNING	6.00	Scientific Visualization	5.00	II
						Software Architecture	5.00	I
						Software Patterns	5.00	I
						Student Colloquium (Computing Science)	5.00	II
REGNO UNITO	UNIVERSITY OF LEICESTER	0	1, 2	DATA AND NETWORK SECURITY	6.00	Distributed Systems and Applications	10.00	II
				DISTRIBUTED SYSTEMS	6.00	Foundations of Artificial Intelligence	7.50	II
				MACHINE LEARNING	6.00	Foundations of Cybersecurity	10.00	II
SPAGNA	UNIVERSIDAD DE BARCELONA	0	1, 2	MACHINE LEARNING	6.00	Agile Data Science	6.00	I
				WEB AND SOCIAL INFORMATION EXTRACTION	6.00	Automatic Learning	6.00	I
				WEB AND SOCIAL INFORMATION EXTRACTION	6.00	ENGINYERIA DEL SOFTWARE	6.00	I
SPAGNA	UNIVERSIDAD DE BARCELONA	0	1, 2	MACHINE LEARNING	6.00	Automatic Learning	6.00	I
SPAGNA	UNIVERSIDAD DE BARCELONA	0	1, 2	WEB AND SOCIAL INFORMATION EXTRACTION	6.00	ENGINYERIA DEL SOFTWARE	6.00	I

METHODS IN COMPUTER SCIENCE EDUCATION: ANALYSIS

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
GERMANIA	JOHANN WOLFGANG GOETHE UNIVERSITÄT	0	1, 2, 3	FUNDAMENTALS OF COMPUTER GRAPHICS	6.00	Data Challenges - Ethical Implications of AI - Einzelansicht	6.00	II
				METHODS IN COMPUTER SCIENCE EDUCATION: ANALYSIS	6.00	Educational Technologies - Einzelansicht	6.00	II
						Grundlagen der Computergraphik - Einzelansicht	8.00	II
						Machine Learning II - Einzelansicht	6.00	II
						Theorie verteilter Systeme 1 +2 - Einzelansicht	10.00	II

MULTIMODAL INTERACTION

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
SPAGNA	UNIVERSIDAD DE BARCELONA	0	1, 2	COMPUTER VISION	6.00	Cognitive Interaction with Robots	4.50	I
				MULTIMODAL INTERACTION	6.00	Normative and Dynamic Virtual Worlds	4.50	I
				ROBOTICS I	6.00	Supervised and Experiential Learning	4.50	I
				ROBOTICS I	6.00	Visio Artificial	6.00	I

NATURAL LANGUAGE PROCESSING

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
GERMANIA	TECHNISCHE UNIVERSITÄT MÜNCHEN	0	1, 2	NATURAL LANGUAGE PROCESSING	6.00	Applied Deep Learning for NLP	5.00	I
						Deutsch als Fremdsprache A2.1 plus A2.2	8.00	I/II
						Deutsch als Fremdsprache A1.1 plus A1.2	8.00	I
						PROVA FINALE	30.00	II
						Writing Academic Research Papers C2	3.00	II
SVIZZERA	UNIVERSITA DELLA SVIZZERA ITALIANA (USI)	0	1, 2	INTERAZIONE UOMO MACCHINA	6.00	Cyber-Physical Software Engineering	6.00	I
				NATURAL LANGUAGE PROCESSING	6.00	Knowledge Analysis & Management	6.00	I
				NATURAL LANGUAGE PROCESSING	6.00	User Experience Design	6.00	I

NETWORK ALGORITHMS

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
GERMANIA	TECHNISCHE UNIVERSITÄT MÜNCHEN	0	1, 2	CRYPTOGRAPHY	6.00	Algorithms in Quantum Theory	5.00	II
				ELECTIVE IN NETWORKING AND SYSTEMS	6.00	Blockchain-based Systems Engineering	5.00	II
				NETWORK ALGORITHMS	6.00	Complexity Theory	8.00	II
				TOPICS IN PHYSICS	6.00	Cryptography	5.00	I
						Distributed Data Mining Lab	10.00	II
						Seminar - Selected Topics in Efficient Algorithm	5.00	I

OPTIMIZATION METHODS FOR MACHINE LEARNING

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
OLANDA	MAASTRICHT UNIVERSITY	0	1, 2	BIG DATA COMPUTING	6.00	Advanced Concepts in Machine Learning	6.00	I
				LABORATORIO DI INTELLIGENZA ARTIFICIALE E GRAFICA INTERATTIVA	6.00	Data Mining	6.00	I
				OPTIMIZATION METHODS FOR MACHINE LEARNING	6.00	Foundations of Agents	6.00	I

PRACTICAL NETWORK DEFENSE

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
PORTOGALLO	UNIVERSIDADE DO PORTO	0	1, 2	COMPUTER VISION	6.00	Computer Vision	6.00	I
				FOUNDATIONS OF DATA SCIENCE	6.00	Data Visualization	6.00	I
				PRACTICAL NETWORK DEFENSE	6.00	Introduction to Data Science	6.00	I
				PRACTICAL NETWORK DEFENSE	6.00	Network Security	6.00	I

PROBABILITA' E STATISTICA

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
SVIZZERA	UNIVERSITA DELLA SVIZZERA ITALIANA (USI)	0	1, 2	ELECTIVE IN NETWORKING AND SYSTEMS	6.00	Knowledge Analysis & Management	6.00	I
				PROBABILITA' E STATISTICA	6.00	Mobile and WearableComputing	6.00	I
				PROBABILITA' E STATISTICA	6.00	Probability & Statistics	6.00	I

ROBOTICS I

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
SPAGNA	UNIVERSIDAD DE BARCELONA	0	1, 2	COMPUTER VISION	6.00	Cognitive Interaction with Robots	4.50	I
				MULTIMODAL INTERACTION	6.00	Normative and Dynamic Virtual Worlds	4.50	I
				ROBOTICS I	6.00	Supervised and Experiential Learning	4.50	I
				ROBOTICS I	6.00	Visio Artificial	6.00	I

SOCIAL NETWORKS AND ON-LINE MARKETS

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
SVIZZERA	UNIVERSITA DELLA SVIZZERA ITALIANA (USI)	0	1, 2	ARTIFICIAL INTELLIGENCE I	6.00	Algorithms and Complexity	6.00	I
				COMPUTATIONAL COMPLEXITY	6.00	Analysis of Social Networks	6.00	I
				INTERNET OF THINGS	6.00	Artificial Intelligence	6.00	I
				SOCIAL NETWORKS AND ON-LINE MARKETS	6.00	Mobile and Wearable Computing	6.00	I

TOPICS IN PHYSICS

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
GERMANIA	TECHNISCHE UNIVERSITÄT MÜNCHEN	0	1, 2	CRYPTOGRAPHY	6.00	Algorithms in Quantum Theory	5.00	II
				ELECTIVE IN NETWORKING AND SYSTEMS	6.00	Blockchain-based Systems Engineering	5.00	II
				NETWORK ALGORITHMS	6.00	Complexity Theory	8.00	II
				TOPICS IN PHYSICS	6.00	Cryptography	5.00	I
						Distributed Data Mining Lab	10.00	II
						Seminar - Selected Topics in Efficient Algorithm	5.00	I

WEB AND SOCIAL INFORMATION EXTRACTION

Nazione	Università Estera	Civis	Livello	Esame Sapienza	CFU	Esame Estero	CFU Estero	Semestre Estero
SPAGNA	UNIVERSIDAD DE BARCELONA	0	1, 2	MACHINE LEARNING	6.00	Agile Data Science	6.00	I
				WEB AND SOCIAL INFORMATION EXTRACTION	6.00	Automatic Learning	6.00	I
				WEB AND SOCIAL INFORMATION EXTRACTION	6.00	ENGINYERIA DEL SOFTWARE	6.00	I
SPAGNA	UNIVERSIDAD DE BARCELONA	0	1, 2	MACHINE LEARNING	6.00	Automatic Learning	6.00	I
SPAGNA	UNIVERSIDAD DE BARCELONA	0	1, 2	WEB AND SOCIAL INFORMATION EXTRACTION	6.00	ENGINYERIA DEL SOFTWARE	6.00	I