Curricular Units

Curricular Unit	Scientific Area	ECTS	Course Level	Curricular Plan
The Economics of Blockchain		3	Bsc	HACS-UL
Data and Information Systems Management	SI	6	Msc	MEIC-T, METI, MEIC-A, MECD
Management and Administration of IT Infrastructures and Services	ASO	6	Msc	MEIC-T, METI, MEIC-A
Autonomous Agents and Multi-Agent Systems	IA	6	Msc	MEIC-T, MEIC-A
Advanced Algorithms	MTP	6	Msc	MEIC-T, MEIC-A, MECD
Algorithms for Computational Logic	MTP	6	Msc	MEIC-T, MEIC-A
Ambient Intelligence	ASO	6	Msc	MEIC-A, MEIC-T
Three-Dimensional Vizualization and Animation	IG	6	Msc	MEIC-T, MEIC-A
Data Analysis and Integration	SI	6	Msc	MEIC-T, MEIC-A, MECD
Systems Analysis and Modeling	SI	6	Bsc	LEIC-A, LEIC-T
Analysis and Synthesis of Algorithms	MTP	6	Bsc	LEIC-A, LEIC-T
Applications and Computation for the Internet of Things	ASO	6	Msc	MEIC-T, METI, MEIC-A
Machine Learning	IA	6	Bsc, Msc	LEBiom, LEIC-A, Min-IA, LEIC-T
Structured Learning	IA	4.5	PhD	DEIC
Deep Learning (Dei)	IA	6	Msc	MEIC-T, MEIC-A
Enterprise Architecture	SI	6	Msc	MEIC-T, MEGIE, MEIC-A
Databases	SI	6	Bsc	LETI, LEIC-T, LEIC-A
Bioinformatics and Computational Bio-medicine	MTP	6	PhD	DEBiom
Computational Biology	MTP	6	Msc	MBiotec, MEIC-T, MEBiom, MEIC-A, MECD, MBMRP
Forensics Cyber-Security	ASO	6	Msc	MEIC-T, METI, MEIC-A
Forensics Cybersecurity	ASO	7.5	Msc	MSIDC
Data Science	SI	6	Msc	MEIC-T, MEGI, METI, MEIC-A, MISE, Min-SMAD
Communication skills in Computer Science and Engineering I		3	Msc	MEIC-T, MEIC-A
Communication skills in Computer Science and Engineering II		3	Msc	MEIC-T, MEIC-A
Communication skills in Telecommunications and Informatics Engineering I		3	Msc	METI
Communication skills in Telecommunications and Informatics Engineering II		3	Msc	METI
Compilers	MTP	6	Bsc	LEIC-A, LEIC-T
Affective Computing	IA	4.5	PhD	DEIC
Computer Graphics	IG	6	Bsc	LEIC-A, LEIC-T
Computer Graphics for Games	IG	6	Msc	MEIC-T, MEIC-A
Mobile and Ubiquitous Computing	ASO	6	Msc	MEIC-T, METI, MEIC-A
Parallel Computing	MTP	6	PhD	DEAEngCmp
Parallel and Distributed Computing	MTP	6	Msc	MEIC-T, MEIC-A, Min-CED, MECD, MEEC
Visual Computing	IG	6	Msc	MEIC-T, MEIC-A
High Performance Computing	MTP	4.5	PhD	DEIC
Cloud Computing and Virtualization	ASO	6	Msc	MEIC-T, METI, MEIC-A, MECD
User-Centered Design and Evaluation	IG	6	Msc	MEIC-T, MEGIE, MEIC-A, Min-DT
Algorithm Design Using Python	MTP	6	Msc	Min-I
Design and Implementation of Distributed Applications	ASO	6	Msc	MEIC-T, METI, MEIC-A
Software Development and Verification	MTP	7.5	Msc	MMA, MEIC-A
Game Design	IG	6	Msc	MEIC-T, MEIC-A
Digital Service Innovation	IG	6	Msc	MEGIE, Min-DT
Master Dissertation in Computer Science and Engineering		30	Msc	MEIC-T, MEIC-A
Master Dissertation in Telecommunications and Computer Engineering		30	Msc	METI
Large Scale Systems Engineering	ASO	6	Msc	MEIC-T, METI, MEIC-A
Software Engineering	MTP	6	Bsc	LETI, LEIC-A, LEIC-T
Computer Systems Engineering	ASO	6	Msc	Min-I
Business Process Engineering and Technology	SI	6	Msc	MEIC-T, METI, Min-GIS, MEIC-A
Outreach and Teaching Skills - dei		6	PhD	DEIC
Software Specification	MTP	6	Msc	MEIC-T, MEIC-A
Interaction Design Studio	IG	6	Msc	MEIC-T, MEGIE, METI, MEIC-A, Min-DT
Foundations of Programming	MTP	6	Bsc	LETI, LEGM, LEAN, LEIC-A, LEMec, LEFT, LEIC-T
Fundamentals of Privacy and Anonymity	ASO	4.5	PhD	DEIC
Foundations of Information Systems	SI	6	Msc	MEIC-T, MEGIE, MEIC-A, MEE
Alternative Futures		3	Bsc	HACS-UL
Information Systems Project Management	SI	6	Msc	MEIC-T, MEIC-A
Enterprise Integration	SI	6	Msc	MEIC-T, MEIC-A, MECD
Artificial Intelligence	IA	6	Bsc, Msc	Min-I, LEIC-A, Min-IA, LEIC-T
Artificial Intelligence for Games	IA	6	Msc	MEIC-T, MEIC-A
Human-Computer Interaction	IG	6	Bsc, Msc	LEBiom, LETI, LEIC-A, LEIC-T
Introduction to Algorithms and Data Structures	MTP	6	Bsc	LEIC-A, LETI, LEGM, LEIC-T
Introduction to Computer Architecture	ASO	6	Bsc	LEIC-A, LEIC-T
Introduction to Computational Biology	MTP	3	Msc	MBiotec
Introduction to Information Systems and Computer Engineering		3	Bsc	LEIC-A, LEIC-T
Programming Languages	MTP	6	Msc	MEIC-T, MEIC-A
Natural Language	IA	6	Msc	MEIC-T, Min-IA, MEIC-A, MECD
Logic for Programming	IA	6	Bsc	LEIC-A, LEIC-T
Game Development Methodology	IA	6	Msc	MEIC-T, MEIC-A
Computational Models in Security	MTP	6	PhD	DEASegInf
Computer Organization	ASO	6	Bsc	LEIC-A, LEIC-T
Machine Learning and Intelligent Decisions	IA	6	Msc	MEIC-T, MEIC-A, Min-RSI, MECD
Independent Studies III		1.5	Msc	MEIC-T, METI, MEIC-A
Independent Studies IV		1.5	Msc	MEIC-T, METI, MEIC-A
Interdisciplinary Innovation Portfolio		6	PhD	DEIC
Information Processing and Retrieval	SI	6	Msc	MEIC-T, METI, MEIC-A, MECD
Search and Planning	IA	6	Msc	MEIC-T, MEIC-A
Multimedia Content Production	IG	6	Msc	MEIC-T, Min-TM, MEIC-A
Programming for Data Science	SI	6	Bsc, Msc	LEBiom, Min-I
3d Programming	IG	6	Msc	MEIC-T, MEIC-A
Advanced Programming	MTP	6	Msc	MEIC-T, MEIC-A
Object-Oriented Programming	MTP	6	Bsc	LETI, LEIC-A, LEIC-T
1st Cycle Integrated Project in Computer Science and Engineering		6	Bsc	LEIC-A, LEIC-T
1st Cycle Integrated Project in Telecommunications and Computer Engineering		6	Bsc	LETI
2nd Cycle Integrated Project in Computer Science and Engineering		12	Msc	MEIC-T, MEIC-A
2nd Cycle Integrated Project in Telecommunications and Computer Engineering		12	Msc	METI
Thesis Proposal		30	PhD	DEIC
Virtual Reality	IG	6	Msc	MEIC-T, MCTPC, MEIC-A, Min-TM
Recuperation and Information of Visualization Multimedia	IG	6	Msc	MEIC-A
Knowledge Representation and Reasoning	IA	6	Msc	MEIC-T, MEIC-A
Boolean Constraints and Optimization	IA	4.5	PhD	DEIC
Social Robotics and Human-Robot Interaction	IA	6	Msc	MEIC-T, MEIC-A
Network and Computer Security	ASO	6	Bsc, Msc, PhD	MEIC-T, LETI, MEIC-A, Min-TI, DEASegInf
Research Seminar in Information Security II (A)		3	PhD	DEASegInf
Research Seminar in Information Security II (B)		4.5	PhD	DEASegInf
Research Seminar in Information Security II (C)		6	PhD	DEASegInf
Security and Management of Information Systems	SI	6	Msc	MEIC-T, MEGIE, MEIC-A
Language Based Security	MTP	6	PhD	DEASegInf
Software Security	MTP	6	Msc	MEIC-T, METI, MEIC-A
Distributed Systems	ASO	6	Bsc	LETI, LEIC-A, LEIC-T
Operating Systems	ASO	6	Bsc	LEIC-A, LETI, LEIC-T
Operating Systems, Virtualization and Computation in the Cloud	ASO	4.5	PhD	DEIC
Highly Dependable Systems	ASO	6	Msc	MEIC-T, METI, MEIC-A
Information Systems and Databases	SI	6	Bsc, Msc	MEBiom, MECD, MEEC
Information Systems Technology	SI	4.5	PhD	DEIC
Technology and Society		3	Bsc	HACS-UL
Biomedical Decision and Information Technology	SI	6	Msc	MEIC-T, MEIC-A, MEBiom, MBMRP
Software Testing and Validation	MTP	6	Msc	MEIC-T, MEIC-A
Intrusion Tolerance, Detection and Response	ASO	6	PhD	DEASegInf
Advanced Topics in Cibersecurity	ASO	4.5	PhD	DEIC
Advanced Topics in Business Process Management	SI	4.5	PhD	DEIC
Advanced Topics in Human-Computer Interaction	IG	4.5	PhD	DEIC
Advanced Topics in Information Security II	ASO	6	PhD	DEASegInf
Advanced Topics on Parallel and Distributed Systems	ASO	4.5	PhD	DEIC
Advanced Topics on Entertainment Systems	IG	4.5	PhD	DEIC
Advanced Topics on Enterprise Information Systems	SI	4.5	PhD	DEIC
Advanced Topics on Photoreallistic Image Synthesis	IG	4.5	PhD	DEIC
Research Topics		9	PhD	DEIC
Information Visualization	IG	6	Msc	MEIC-T, MCTPC, MEIC-A, MECD
Semantic Web	IA	4.5	PhD	DEIC