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Master in Computer Science

Study plan since 2014/2015

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1st Year

Specialization in Reliable Computing
Specialization in Data Mining and Data Processing
Computer Science (Without specialization)
Specialization in Parallel and Distributed Systems

1st Semester
Code	Acronym	Name	Obs.	Credits
CC4010	CC4010	Algorithms		6
CC4013	CC4013	Foundations of Programming Languages		6
		Specific Options from Specialization
		General Options 1 (CC)
		General Options 2 (CS+M+EG)

2nd Semester
Code	Acronym	Name	Obs.	Credits
		Specific Options from Specialization
		General Options 1 (CC)
		General Options 2 (CS+M+EG)

1st Semester
Code	Acronym	Name	Obs.	Credits
CC4010	CC4010	Algorithms		6
		General Options 1 (CC)
		General Options 2 (CS+M+EG)
		Specific Options from Specialization

2nd Semester
Code	Acronym	Name	Obs.	Credits
CC4007	CC4007	Advanced Topics in Databases		6
		General Options 1 (CC)
		General Options 2 (CS+M+EG)
		Specific Options from Specialization

1st Semester
Code	Acronym	Name	Obs.	Credits
CC4010	CC4010	Algorithms		6
		Alternatives Group 1
		General Options 1 (CC)
		General Options 2 (CS+M+EG)

2nd Semester
Code	Acronym	Name	Obs.	Credits
		Alternatives Group 1
		General Options 1 (CC)
		General Options 2 (CS+M+EG)

1st Semester
Code	Acronym	Name	Obs.	Credits
CC4013	CC4013	Foundations of Programming Languages		6
CC4010	CC4010	Algorithms		6
		Specific Options from Specialization
		General Options 1 (CC)
		General Options 2 (CS+M+EG)

2nd Semester
Code	Acronym	Name	Obs.	Credits
		Specific Options from Specialization
		General Options 1 (CC)
		General Options 2 (CS+M+EG)

2nd Year

Yearly
Code	Acronym	Name		Obs.	Credits
CC5002	CC5002	Dissertation			48

1st Semester
Code	Acronym	Name	Obs.	Credits
		Option Professional and Social Practice
		UPorto Option

2nd Semester
Code	Acronym	Name		Obs.	Credits
		UPorto Option

Type of Classification: OFICIAL

Course units belonging to the academic fields defined in the active curricular structure(s) in the current academic year

Computer Science

Keyword	Branch	Code	Acronym	Name	Credits	Mandatory
Computer Science	Computer Science (Without specialization)	CC4010	CC4010	Algorithms	6	Yes
Computer Science	Computer Science (Without specialization)	CC4053	CC4053	Big Data and Cloud Computing	6
Computer Science	Computer Science (Without specialization)	CC4021	CC4021	Bioinformatics	6
Computer Science	Computer Science (Without specialization)	CC4011	CC4011	Computational Complexity	6
Computer Science	Computer Science (Without specialization)	CC4009	CC4009	Computer Graphics	6
Computer Science	Computer Science (Without specialization)	CC4014	CC4014	Parallel Computing	6
Computer Science	Computer Science (Without specialization)	CC4017	CC4017	Cryptography	6
Computer Science	Computer Science (Without specialization)	CC4018	CC4018	Data Mining I	6
Computer Science	Computer Science (Without specialization)	CC4024	CC4024	Data Mining II	6
Computer Science	Computer Science (Without specialization)	CC4013	CC4013	Foundations of Programming Languages	6
Computer Science	Computer Science (Without specialization)	CC4005	CC4005	Software Project Management	6
Computer Science	Computer Science (Without specialization)	CC4023	CC4023	Implementation of Programming Languages	6
Computer Science	Computer Science (Without specialization)	CC4086	CC4086	Advanced Logic and Applications	6
Computer Science	Computer Science (Without specialization)	CC4070	CC4070	Network Science	6
Computer Science	Computer Science (Without specialization)	CC4001	CC4001	Processing of Structured Documents	6
Computer Science	Computer Science (Without specialization)	CC4039	CC4039	Mobile Communication Networks	6
Computer Science	Computer Science (Without specialization)	CC4031	CC4031	Network Security	6
Computer Science	Computer Science (Without specialization)	CC4030	CC4030	Systems and Data Security	6
Computer Science	Computer Science (Without specialization)	CC4003	CC4003	Distributed Systems	6
Computer Science	Computer Science (Without specialization)	CC4040	CC4040	Embedded Systems	6
Computer Science	Computer Science (Without specialization)	CC4019	CC4019	Information Theory	6
Computer Science	Computer Science (Without specialization)	CC4020	CC4020	Advanced Topics in Algorithms	6
Computer Science	Computer Science (Without specialization)	CC4007	CC4007	Advanced Topics in Databases	6
Computer Science	Computer Science (Without specialization)	CC4087	CC4087	Advanced Topics in Cryptography	6
Computer Science	Computer Science (Without specialization)	CC4022	CC4022	Advanced Topics on Artificial Intelligence	6
Computer Science	Computer Science (Without specialization)	CC4028	CC4028	Advanced Topics in Functional Programming	6
Computer Science	Computer Science (Without specialization)	CC4037	CC4037	Advanced Topics in Networks	6
Computer Science	Computer Science (Without specialization)	CC4085	CC4085	Verification of Programs	6
Computer Science	Computer Science (Without specialization)	CC4084	CC4084	Verification of Systems	6
Computer Science	Computer Science (Without specialization)	CC4016	CC4016	Computer Vision	6
Computer Science		CC5002	CC5002	Dissertation	48	Yes
Computer Science	Specialization in Reliable Computing	CC4010	CC4010	Algorithms	6	Yes
Computer Science	Specialization in Reliable Computing	CC4053	CC4053	Big Data and Cloud Computing	6
Computer Science	Specialization in Reliable Computing	CC4021	CC4021	Bioinformatics	6
Computer Science	Specialization in Reliable Computing	CC4011	CC4011	Computational Complexity	6
Computer Science	Specialization in Reliable Computing	CC4009	CC4009	Computer Graphics	6
Computer Science	Specialization in Reliable Computing	CC4014	CC4014	Parallel Computing	6
Computer Science	Specialization in Reliable Computing	CC4017	CC4017	Cryptography	6
Computer Science	Specialization in Reliable Computing	CC4018	CC4018	Data Mining I	6
Computer Science	Specialization in Reliable Computing	CC4024	CC4024	Data Mining II	6
Computer Science	Specialization in Reliable Computing	CC4013	CC4013	Foundations of Programming Languages	6	Yes
Computer Science	Specialization in Reliable Computing	CC4005	CC4005	Software Project Management	6
Computer Science	Specialization in Reliable Computing	CC4023	CC4023	Implementation of Programming Languages	6
Computer Science	Specialization in Reliable Computing	CC4086	CC4086	Advanced Logic and Applications	6
Computer Science	Specialization in Reliable Computing	CC4070	CC4070	Network Science	6
Computer Science	Specialization in Reliable Computing	CC4001	CC4001	Processing of Structured Documents	6
Computer Science	Specialization in Reliable Computing	CC4039	CC4039	Mobile Communication Networks	6
Computer Science	Specialization in Reliable Computing	CC4031	CC4031	Network Security	6
Computer Science	Specialization in Reliable Computing	CC4030	CC4030	Systems and Data Security	6
Computer Science	Specialization in Reliable Computing	CC4003	CC4003	Distributed Systems	6
Computer Science	Specialization in Reliable Computing	CC4040	CC4040	Embedded Systems	6
Computer Science	Specialization in Reliable Computing	CC4019	CC4019	Information Theory	6
Computer Science	Specialization in Reliable Computing	CC4020	CC4020	Advanced Topics in Algorithms	6
Computer Science	Specialization in Reliable Computing	CC4007	CC4007	Advanced Topics in Databases	6
Computer Science	Specialization in Reliable Computing	CC4087	CC4087	Advanced Topics in Cryptography	6
Computer Science	Specialization in Reliable Computing	CC4022	CC4022	Advanced Topics on Artificial Intelligence	6
Computer Science	Specialization in Reliable Computing	CC4028	CC4028	Advanced Topics in Functional Programming	6
Computer Science	Specialization in Reliable Computing	CC4037	CC4037	Advanced Topics in Networks	6
Computer Science	Specialization in Reliable Computing	CC4085	CC4085	Verification of Programs	6
Computer Science	Specialization in Reliable Computing	CC4084	CC4084	Verification of Systems	6
Computer Science	Specialization in Reliable Computing	CC4016	CC4016	Computer Vision	6
Computer Science	Specialization in Data Mining and Data Processing	CC4010	CC4010	Algorithms	6	Yes
Computer Science	Specialization in Data Mining and Data Processing	CC4053	CC4053	Big Data and Cloud Computing	6
Computer Science	Specialization in Data Mining and Data Processing	CC4021	CC4021	Bioinformatics	6
Computer Science	Specialization in Data Mining and Data Processing	CC4011	CC4011	Computational Complexity	6
Computer Science	Specialization in Data Mining and Data Processing	CC4009	CC4009	Computer Graphics	6
Computer Science	Specialization in Data Mining and Data Processing	CC4014	CC4014	Parallel Computing	6
Computer Science	Specialization in Data Mining and Data Processing	CC4017	CC4017	Cryptography	6
Computer Science	Specialization in Data Mining and Data Processing	CC4018	CC4018	Data Mining I	6
Computer Science	Specialization in Data Mining and Data Processing	CC4024	CC4024	Data Mining II	6
Computer Science	Specialization in Data Mining and Data Processing	CC4013	CC4013	Foundations of Programming Languages	6
Computer Science	Specialization in Data Mining and Data Processing	CC4005	CC4005	Software Project Management	6
Computer Science	Specialization in Data Mining and Data Processing	CC4023	CC4023	Implementation of Programming Languages	6
Computer Science	Specialization in Data Mining and Data Processing	CC4086	CC4086	Advanced Logic and Applications	6
Computer Science	Specialization in Data Mining and Data Processing	CC4070	CC4070	Network Science	6
Computer Science	Specialization in Data Mining and Data Processing	CC4001	CC4001	Processing of Structured Documents	6
Computer Science	Specialization in Data Mining and Data Processing	CC4039	CC4039	Mobile Communication Networks	6
Computer Science	Specialization in Data Mining and Data Processing	CC4031	CC4031	Network Security	6
Computer Science	Specialization in Data Mining and Data Processing	CC4030	CC4030	Systems and Data Security	6
Computer Science	Specialization in Data Mining and Data Processing	CC4003	CC4003	Distributed Systems	6
Computer Science	Specialization in Data Mining and Data Processing	CC4040	CC4040	Embedded Systems	6
Computer Science	Specialization in Data Mining and Data Processing	CC4019	CC4019	Information Theory	6
Computer Science	Specialization in Data Mining and Data Processing	CC4020	CC4020	Advanced Topics in Algorithms	6
Computer Science	Specialization in Data Mining and Data Processing	CC4007	CC4007	Advanced Topics in Databases	6	Yes
Computer Science	Specialization in Data Mining and Data Processing	CC4087	CC4087	Advanced Topics in Cryptography	6
Computer Science	Specialization in Data Mining and Data Processing	CC4022	CC4022	Advanced Topics on Artificial Intelligence	6
Computer Science	Specialization in Data Mining and Data Processing	CC4028	CC4028	Advanced Topics in Functional Programming	6
Computer Science	Specialization in Data Mining and Data Processing	CC4037	CC4037	Advanced Topics in Networks	6
Computer Science	Specialization in Data Mining and Data Processing	CC4085	CC4085	Verification of Programs	6
Computer Science	Specialization in Data Mining and Data Processing	CC4084	CC4084	Verification of Systems	6
Computer Science	Specialization in Data Mining and Data Processing	CC4016	CC4016	Computer Vision	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4010	CC4010	Algorithms	6	Yes
Computer Science	Specialization in Parallel and Distributed Systems	CC4053	CC4053	Big Data and Cloud Computing	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4021	CC4021	Bioinformatics	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4011	CC4011	Computational Complexity	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4009	CC4009	Computer Graphics	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4014	CC4014	Parallel Computing	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4017	CC4017	Cryptography	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4018	CC4018	Data Mining I	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4024	CC4024	Data Mining II	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4013	CC4013	Foundations of Programming Languages	6	Yes
Computer Science	Specialization in Parallel and Distributed Systems	CC4005	CC4005	Software Project Management	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4023	CC4023	Implementation of Programming Languages	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4086	CC4086	Advanced Logic and Applications	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4070	CC4070	Network Science	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4001	CC4001	Processing of Structured Documents	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4039	CC4039	Mobile Communication Networks	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4031	CC4031	Network Security	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4030	CC4030	Systems and Data Security	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4003	CC4003	Distributed Systems	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4040	CC4040	Embedded Systems	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4019	CC4019	Information Theory	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4020	CC4020	Advanced Topics in Algorithms	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4007	CC4007	Advanced Topics in Databases	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4087	CC4087	Advanced Topics in Cryptography	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4022	CC4022	Advanced Topics on Artificial Intelligence	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4028	CC4028	Advanced Topics in Functional Programming	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4037	CC4037	Advanced Topics in Networks	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4085	CC4085	Verification of Programs	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4084	CC4084	Verification of Systems	6
Computer Science	Specialization in Parallel and Distributed Systems	CC4016	CC4016	Computer Vision	6

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Keyword	Branch	Code	Acronym	Name	Credits
Mathematics	Computer Science (Without specialization)	M4062	M4062	Statistical Analysis and Signal Processing	6
Mathematics	Computer Science (Without specialization)	M4060	M4060	Applied Statistics in Science and Engineering	6
Mathematics	Computer Science (Without specialization)	M4063	M4063	Statistical Methods in Data Mining	6
Mathematics	Computer Science (Without specialization)	M4064	M4064	Stochastic Processes and Applications	6
Mathematics	Specialization in Reliable Computing	M4062	M4062	Statistical Analysis and Signal Processing	6
Mathematics	Specialization in Reliable Computing	M4060	M4060	Applied Statistics in Science and Engineering	6
Mathematics	Specialization in Reliable Computing	M4063	M4063	Statistical Methods in Data Mining	6
Mathematics	Specialization in Reliable Computing	M4064	M4064	Stochastic Processes and Applications	6
Mathematics	Specialization in Data Mining and Data Processing	M4062	M4062	Statistical Analysis and Signal Processing	6
Mathematics	Specialization in Data Mining and Data Processing	M4060	M4060	Applied Statistics in Science and Engineering	6
Mathematics	Specialization in Data Mining and Data Processing	M4063	M4063	Statistical Methods in Data Mining	6
Mathematics	Specialization in Data Mining and Data Processing	M4064	M4064	Stochastic Processes and Applications	6
Mathematics	Specialization in Parallel and Distributed Systems	M4062	M4062	Statistical Analysis and Signal Processing	6
Mathematics	Specialization in Parallel and Distributed Systems	M4060	M4060	Applied Statistics in Science and Engineering	6
Mathematics	Specialization in Parallel and Distributed Systems	M4063	M4063	Statistical Methods in Data Mining	6
Mathematics	Specialization in Parallel and Distributed Systems	M4064	M4064	Stochastic Processes and Applications	6

Keyword	Branch	Code	Acronym	Name	Credits
Surveying Engineering	Computer Science (Without specialization)	EG4005	EG4005	Geographic Information Systems Applied to Natural Science	6
Surveying Engineering	Specialization in Reliable Computing	EG4005	EG4005	Geographic Information Systems Applied to Natural Science	6
Surveying Engineering	Specialization in Data Mining and Data Processing	EG4005	EG4005	Geographic Information Systems Applied to Natural Science	6
Surveying Engineering	Specialization in Parallel and Distributed Systems	EG4005	EG4005	Geographic Information Systems Applied to Natural Science	6

Courses

Master in Computer Science

Study plan since 2014/2015

Specific Options from Specialization

General Options 1 (CC)

General Options 2 (CS+M+EG)

General Options 1 (CC)

General Options 2 (CS+M+EG)

Specific Options from Specialization

General Options 1 (CC)

Alternatives Group 1

General Options 2 (CS+M+EG)

Specific Options from Specialization

General Options 1 (CC)

General Options 2 (CS+M+EG)

Option Professional and Social Practice

UPorto Option

Type of Classification: OFICIAL

Course units belonging to the academic fields defined in the active curricular structure(s) in the current academic year