Teaching Guide 2022/23 Faculty of Computer Science

Teaching GuideTerm

Faculty of Computer Science

Grao en Ciencia e Enxeñaría de Datos

Subjects


First Year
Code	Name	Period	Type	Credits
614G02002	Discrete Mathematics	1st four-month period	Basic training	6
614G02005	Fundamentals of Computers	1st four-month period	Basic training	6
614G02004	Fundamentals of Programming I	1st four-month period	Basic training	6
614G02001	Linear Algebra	1st four-month period	Basic training	6
614G02003	Probability and Basic Statistics	1st four-month period	Basic training	6
614G02009	Fundamentals of Programming II	2nd four-month period	Basic training	6
614G02010	Internet: Networks and Data	2nd four-month period	Basic training	6
614G02008	Introduction to Databases	2nd four-month period	Basic training	6
614G02006	Multivariable Calculus	2nd four-month period	Basic training	6
614G02007	Statistical Inference	2nd four-month period	Basic training	6
Second Year
Code	Name	Period	Type	Credits
614G02011	Design and Analysis of Algorithms	1st four-month period	Obligatory	6
614G02015	High Performance Computing Infrastructures	1st four-month period	Obligatory	6
614G02012	Regression Models	1st four-month period	Obligatory	6
614G02014	Signals and Systems	1st four-month period	Obligatory	6
614G02013	Statistical Modeling of High Dimensional Data	1st four-month period	Obligatory	6
614G02017	Data Protection, Privacy and Security	2nd four-month period	Obligatory	6
614G02016	Database Modeling	2nd four-month period	Obligatory	6
614G02018	Information Theory	2nd four-month period	Obligatory	6
614G02019	Machine Learning I	2nd four-month period	Obligatory	6
614G02020	Mathematical Optimisation	2nd four-month period	Obligatory	6
Third Year
Code	Name	Period	Type	Credits
614G02025	Analytic Databases	1st four-month period	Obligatory	6
614G02024	Data Engineering Project Management	1st four-month period	Obligatory	6
614G02021	Machine Learning II	1st four-month period	Obligatory	6
614G02023	Parallel Processing	1st four-month period	Obligatory	6
614G02022	Statistical Analysis of Dependent Data	1st four-month period	Obligatory	6
614G02028	Image, Video and Audio Processing	2nd four-month period	Obligatory	6
614G02027	Information Retrieval	2nd four-month period	Obligatory	6
614G02030	Integration Technologies	2nd four-month period	Obligatory	6
614G02026	Machine Learning III	2nd four-month period	Obligatory	6
614G02029	Written Language Processing	2nd four-month period	Obligatory	6
Fourth Year
Code	Name	Period	Type	Credits
614G02034	Advanced Parallel Processing	1st four-month period	Optional	6
614G02037	Business and Entrepreneurship	1st four-month period	Obligatory	6
614G02038	Internship	1st four-month period	Obligatory	6
614G02032	Large Scale Machine Learning	1st four-month period	Optional	6
614G02033	Numerical Methods for Data Science	1st four-month period	Optional	6
614G02036	Simulation and Resampling Techniques	1st four-month period	Optional	6
614G02035	Spatiotemporal Data Representation and Management	1st four-month period	Optional	6
614G02031	Statistical Analysis of Complex Data	1st four-month period	Optional	6
614G02039	Audiovisual Data Analysis and Interpretation	2nd four-month period	Optional	6
614G02041	Data Management in Intelligent Scenarios	2nd four-month period	Optional	6
614G02040	Data Mobility	2nd four-month period	Optional	6
614G02045	Final Year Dissertation	2nd four-month period	Obligatory	12
614G02043	Natural Language Processing and Text Mining	2nd four-month period	Optional	6
614G02042	Omics Data Management and Modeling	2nd four-month period	Optional	6
614G02044	Recommender Systems	2nd four-month period	Optional	6

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