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Degree in Data Science and Engineering

2024/2025 · 240 credits

Computer and Systems Engineering

Quality assurance

All UDC centers have a Internal Quality Assurance System (IQAS), verified by the Agency to Calidade do Sistema Universitario de Galicia (ACSUG) and ANECA in FIDES programs and AUDIT, respectively, and in accordance with the standards and Guidelines for Quality Assurance in the EHEA. Within IQAS centers integrate all their degrees and masters. IQAS procedures established who and how to follow up and monitoring of the results and the student's learning process in the titration, establishing coordinating bodies and mechanisms, evaluation and continuous improvement of the studies, which are the academic comittee and the quality assurance commision of center.

Learning outcomes

The IQAS establish how UDC centers measure and analyze the learning outcomes. To do the IQAS uses rates and global indicators for assessing the quality of training provided. Included among the results, in addition to the fees included in the title verification reports (efficiency rates, graduation and dropout), assessment rates, success and performance. We compare the results obtained in the title with the center's results for each indicator.

Academic years results

Quality assurance

To ensure that the title is developed in accordance with the verification report presented the center conducts an annual monitoring report in accordance with the procedures of the center IQAS and results. This report is reviewed by the ACSUG, external evaluation agency.

The outcome of this analysis will emerge corrective actions and improvement proposals that achieve the intended objectives and the improvement of the degree.

Committees

In order to ensure proper standards and quality at UDC, an academic management committee and a quality assurance committee are appointed for each faculty/school. In addition to, each faculty/school will be able to establish a specific academic management committee of the study.

Pedreira Fernández, Óscar
Presidente
Ortega Hortas, Marcos
Secretario
Vázquez Regueiro, Carlos
Vocal PDI
Pérez Sánchez, Beatriz
Vocal PDI
Rodríguez Yáñez, Santiago
Vocal PDI
González Taboada, María
Vocal PDI
Dapena Janeiro, Adriana
Vocal PDI
Díaz González, Macarena
Vocal Estudiante
Otero Coto, Iago
Vocal Estudiante
Ribao Álvarez, María Cristina
Vocal PAS
Bello Neira, María Pilar
Administradora del centro
Cabrero Canosa, Mariano Javier
Presidente
Dapena Janeiro, Adriana
Vicepresidenta
Novo Buján, Jorge
Secretario
Rabuñal Dopico, Juan Ramón
Vocal PDI
Valderruten Vidal, Alberto
Vocal PDI
Díaz González, Macarena
Vocal Estudiante
Lizancos Vidal, Plácido Francisco
Vocal Estudiante
Rodríguez Facal, María Teresa
Vocal PAS
García Filgueira, Ana María
Vocal PAS
Arregui Álvarez, Íñigo
Vogal Coordinador de Título
Andrade Canosa, Diego
Vogal Coordinador de Título
Nóvoa Manuel, Francisco Javier
Vogal Coordinador de Título
Lorenzo Freire, Silvia María
Vogal Coordinadora de Título
Guijarro Berdiñas, Berta María
Vogal Coordinadora de Título
Rouco Maseda, José
Vogal Coordinador de Título

Study facts

Study data

Students enrollment Period Value
Students count 2024/2025 276
Men 2024/2025 172
Women 2024/2025 104
Credits enrolled Period Value
Total enrolled credits 2024/2025 15,890
Credits on 1st enrollment 2024/2025 13,820
Credits on 2nd enrollment 2024/2025 2,070
Credits on 3rd enrollment and above 2024/2025 0
% credits repeated 2024/2025 13.02
Academic results Period Value
Average credits by student 2024/2025 57.59
Evaluation rate 2024/2025 87.81
Success rate 2024/2025 87.27
Performance rate 2024/2025 76.63
SEGUIMIENTO rates Period Value
Efficiency rate 2024/2025 100
Graduation rate 2020/2021 63.79
Leaving rate 2022/2023 6.35

Centre data

Student enrollment Period Value
Students count 2024/2025 2,089
Men 2024/2025 1,667
Women 2024/2025 422
Credits enrolled Period Value
Total enrolled credits 2024/2025 110,400
Credits on 1st enrollment 2024/2025 91,780
Credits on 2nd enrollment 2024/2025 18,390
Credits on 3rd enrollment and above 2024/2025 242
% credits repeated 2024/2025 16.87
Academics results Period Value
Average credits by student 2024/2025 52.85
Evaluation rate 2024/2025 88.63
Success rate 2024/2025 83.52
Performance rate 2024/2025 74.02

Study data

SEGUIMIENTO rates Period Value
Efficiency rate 2024/2025 91.74

Centre data

Student enrollment Period Value
Students count 2023/2024 1,868
Men 2023/2024 1,514
Women 2023/2024 354
Credits enrolled Period Value
Total enrolled credits 2023/2024 95,890
Credits on 1st enrollment 2023/2024 75,830
Credits on 2nd enrollment 2023/2024 13,520
Credits on 3rd enrollment and above 2023/2024 6,543
% credits repeated 2023/2024 20.92
Academics results Period Value
Average credits by student 2023/2024 51.33
Evaluation rate 2023/2024 89.29
Success rate 2023/2024 83.15
Performance rate 2023/2024 74.24

Study data

Students enrollment Period Value
Students count 2023/2024 248
Men 2023/2024 152
Women 2023/2024 96
Credits enrolled Period Value
Total enrolled credits 2023/2024 14,450
Credits on 1st enrollment 2023/2024 12,590
Credits on 2nd enrollment 2023/2024 1,428
Credits on 3rd enrollment and above 2023/2024 432
% credits repeated 2023/2024 12.87
Academic results Period Value
Average credits by student 2023/2024 58.26
Evaluation rate 2023/2024 92.61
Success rate 2023/2024 87.22
Performance rate 2023/2024 80.77
SEGUIMIENTO rates Period Value
Efficiency rate 2023/2024 91.58
Graduation rate 2019/2020 52.24

Centre data

Student enrollment Period Value
Students count 2022/2023 1,833
Men 2022/2023 1,506
Women 2022/2023 327
Credits enrolled Period Value
Total enrolled credits 2022/2023 94,360
Credits on 1st enrollment 2022/2023 75,220
Credits on 2nd enrollment 2022/2023 12,700
Credits on 3rd enrollment and above 2022/2023 6,441
% credits repeated 2022/2023 20.28
Academics results Period Value
Average credits by student 2022/2023 51.48
Evaluation rate 2022/2023 87.52
Success rate 2022/2023 82.83
Performance rate 2022/2023 72.49

Facts by subject

Success Not success Not presented

1st year

Linear Algebra
60
5
7
Discrete Mathematics
65
8
4
Probability and Basic Statistics
64
2
5
Fundamentals of Programming I
66
12
7
Fundamentals of Computers
52
18
11
Multivariable Calculus
63
2
6
Statistical Inference
60
4
7
Introduction to Databases
52
18
12
Fundamentals of Programming II
66
18
11
Internet: Networks and Data
74
4
9

2nd year

Design and Analysis of Algorithms
49
17
6
Regression Models
53
18
16
Statistical Modeling of High Dimensional Data
55
15
1
Signals and Systems
57
7
4
High Performance Computing Infrastructures
54
14
4
Database Modeling
62
1
6
Data Protection, Privacy and Security
48
20
0
Information Theory
46
15
5
Machine Learning I
55
8
7
Mathematical Optimisation
59
8
4

3rd year

Machine Learning II
50
21
9
Statistical Analysis of Dependent Data
51
5
5
Parallel Processing
44
5
7
Data Engineering Project Management
54
2
10
Analytic Databases
53
1
4
Machine Learning III
50
3
17
Information Retrieval
43
9
15
Image, Video and Audio Processing
27
22
15
Written Language Processing
40
10
17
Integration Technologies
46
2
15

4th year

Statistical Analysis of Complex Data
30
1
1
Large Scale Machine Learning
14
0
0
Numerical Methods for Data Science
29
0
2
Advanced Parallel Processing
12
0
1
Spatiotemporal Data Representation and Management
36
0
1
Simulation and Resampling Techniques
15
0
3
Business and Entrepreneurship
42
0
5
Work Placement
46
0
1
Audiovisual Data Analysis and Interpretation
23
0
0
Data Mobility
16
0
0
Data Management in Intelligent Scenarios
12
1
0
Omics Data Management and Modeling
16
0
1
Natural Language Processing and Text Mining
22
0
0
Recommender Systems
19
0
0
Final Year Dissertation
40
0
31

Success Not success Not presented

1st year

Linear Algebra
57
8
7
Discrete Mathematics
55
11
7
Probability and Basic Statistics
55
9
5
Fundamentals of Programming I
60
22
5
Fundamentals of Computers
64
12
8
Multivariable Calculus
58
6
8
Statistical Inference
62
3
6
Introduction to Databases
62
14
8
Fundamentals of Programming II
39
21
14
Internet: Networks and Data
52
21
8

2nd year

Design and Analysis of Algorithms
51
11
1
Regression Models
47
17
10
Statistical Modeling of High Dimensional Data
54
7
1
Signals and Systems
60
4
5
High Performance Computing Infrastructures
55
15
0
Database Modeling
55
2
3
Data Protection, Privacy and Security
54
5
1
Information Theory
56
7
7
Machine Learning I
55
4
4
Mathematical Optimisation
63
7
4

3rd year

Machine Learning II
32
28
1
Statistical Analysis of Dependent Data
44
10
2
Parallel Processing
40
1
3
Data Engineering Project Management
41
4
3
Analytic Databases
42
3
3
Machine Learning III
39
10
3
Information Retrieval
47
7
3
Image, Video and Audio Processing
51
7
1
Written Language Processing
45
7
2
Integration Technologies
47
1
2

4th year

Statistical Analysis of Complex Data
32
0
0
Large Scale Machine Learning
15
0
0
Numerical Methods for Data Science
24
0
0
Advanced Parallel Processing
25
0
0
Spatiotemporal Data Representation and Management
37
0
0
Simulation and Resampling Techniques
21
0
1
Business and Entrepreneurship
45
0
0
Work Placement
43
0
1
Audiovisual Data Analysis and Interpretation
7
0
0
Data Mobility
13
0
0
Data Management in Intelligent Scenarios
21
0
0
Omics Data Management and Modeling
32
0
0
Natural Language Processing and Text Mining
14
0
1
Recommender Systems
12
1
0
Final Year Dissertation
31
0
20

Success Not success Not presented

1st year

Linear Algebra
65
8
3
Discrete Mathematics
60
6
2
Probability and Basic Statistics
58
3
0
Fundamentals of Programming I
43
19
5
Fundamentals of Computers
54
18
4
Multivariable Calculus
64
4
6
Statistical Inference
59
4
3
Introduction to Databases
55
14
9
Fundamentals of Programming II
64
4
7
Internet: Networks and Data
52
13
6

2nd year

Design and Analysis of Algorithms
46
1
2
Regression Models
50
15
5
Statistical Modeling of High Dimensional Data
46
8
3
Signals and Systems
45
5
4
High Performance Computing Infrastructures
42
11
0
Database Modeling
49
4
4
Data Protection, Privacy and Security
47
2
2
Information Theory
48
3
6
Machine Learning I
42
5
4
Mathematical Optimisation
42
12
4

3rd year

Machine Learning II
32
28
0
Statistical Analysis of Dependent Data
42
9
2
Parallel Processing
48
4
1
Data Engineering Project Management
44
0
1
Analytic Databases
40
1
1
Machine Learning III
44
5
6
Information Retrieval
38
11
3
Image, Video and Audio Processing
41
17
2
Written Language Processing
42
10
2
Integration Technologies
37
4
3

4th year

Statistical Analysis of Complex Data
28
0
0
Large Scale Machine Learning
17
0
0
Numerical Methods for Data Science
22
0
0
Advanced Parallel Processing
13
0
0
Spatiotemporal Data Representation and Management
26
0
0
Simulation and Resampling Techniques
8
0
0
Business and Entrepreneurship
40
0
0
Work Placement
39
0
0
Audiovisual Data Analysis and Interpretation
17
0
0
Data Mobility
24
0
1
Data Management in Intelligent Scenarios
27
0
2
Omics Data Management and Modeling
17
0
0
Natural Language Processing and Text Mining
12
0
0
Recommender Systems
8
0
1
Final Year Dissertation
23
0
11

End of grade works

These are the end of grade works that have been read in recent academic years. For more information, visit our search engine of EOG works

A collaborative approach to schedule planning for dubbing films

Analysis and Forecasting of Emergency Department Demand Using Artificial Intelligence Techniques

Analysis and Prediction of Demographic Trends in Galicia Using Machine Learning Techniques

Analysis and Prediction of Determinant Factors in the Performance of Athletes in Mixed Martial Arts

Analysis of soccer collective plays and game structures.

Anomaly detection in time series

Assistant for regulatory compliance and occupational risk prevention through integrated multisource information

Automatic Analysis of Retinal and Choroidal Morphological Changes in OCT Images Associated with Hyperbaric Therapies Using Deep Learning

Celestial object classification using data of Gaia and Euclid Misions

Construction of a medical query dataset and generation and retrieval of responses using web crawling and large language models

Data analysis of intravitreal therapies in the area of ophthalmology

Design and implementation of a data warehouse for the analysis of cinematic success

Design and Implementation of an Analytical Environment for the Analysis and Exploitation of Data from a Local Commerce System

Design of a Data Warehouse for the Analysis of the Gap Between University Graduates and Labor Market Demand in Spain

Design of a Data Warehouse for the visual analysis of Formula 1 drivers and circuits

Design of a key indicator analysis tool for a dairy products company

Development and evaluation of AI technologies to combat hate speech and discrimination in social networks

Development and Evaluation of Systems Based on Language Models for Automatic Question Answering in Health Sciences

Development of a computational model to predict the toxicity of nanoparticles based on physicochemical factors

Development of a database for the analysis of housing rentals

Development of a Depressive Risk Classification System in Social Networks through Symptom Analysis and Large Language Models

Development of an Automated Invoice Processing System with OCR and NLP

Development of an Automated System Based on Deep Learning for the Screening of Multiple Diseases in Retinal Images

Functional Clustering Analysis of Public Transportation Data

Fuzzy time series clustering: The key role of the selected metric

Intelligent System for Filtering and Incident Management on Support Platforms

Large Language Model based Chatbot for database interaction through natural language

Optimization and deployment of diffusion models in business environments

Optimization of film dubbing costs based on the availability of the actors

Optimization of the scheduling problem in Cell-Free Massive MIMO communication systems using Deep Contextual Bandit

Optimizing Token Consumption in Massive Language Models for Nutritional Applications.

Organization and analysis of ENKI Foundation data for the application of statistical techniques

Perceptual Latent Representations: Improving Visual Fidelity and Autonomous Control in World Models

Prediction of the appearance of cardiotoxicity in breast cancer patients applying cure models

Predictive Modeling and Optimization for Logistics Services Management

Resource optimization in multiuser systems for new generations of mobile data

Study of photovoltaic production at the University of A Coruña using functional data

Study of Resource Allocation in Serverless Environments through Time Series Analysis and Prediction

Sustainability analysis of recommendation systems

Web application oriented to the analysis of multiple trajectories in football matches based on georeferenced data

Analysis and visualization of public transportation data in the Community of Madrid

Analysis of individual actions in soccer matches based on georeferenced data from tactical cameras.

Analysis of player trajectories in soccer matches based on georeferenced data from tactical cameras

Analysis of retinal biomarkers in the macular region for the detection of neurodegenerative disorders using OCT imaging

Aplication of advanced statistical techniques to basketball

Application of unsupervised learning techniques for clustering stars based on their RVS Spectra

Automated Detection and Classification of Sea Urchin Larvae in Microscopic Images Using Deep Learning

Automated detection and morphological classification of planetary nebulae in astrophysical images using machine learning

Automatic detection and classification of neurodegenerative disease through retinal análisis in optical coherence tomography

Automatic detection of cervical spine fractures using deep learning on computed tomography imaging

Batch-effect removal in 16S-rRNA microbiome cohorts using variational autoencoders for colorectal cancer studies

Comparison of collaborative recommendation systems using sports and outdoor reviews obtained from Amazon

Comprehensive profile of music artists: integrating information from Spotify and MusicBrainz.

Data analysis and time series prediction for water sanitation infrastructures in heavy rainfall areas: Life Reseau

Data Warehouse Design for Music Taste and Habit Analysis

Deep Features Analysis through Transfer Learning for the Detection of Neurodegenerative Diseases using OCT Images

Design and implementation of an interactive dashboard system with content usage information for customers of an existing OTT video application in the market

Dynamic feature selection model applied to a classification task.

Estimation of probability of default based on macroeconomic variables.

Ethical and technical challenges in combating algorithmic discrimination and systemic bias

Implementation and evaluation of Kalman filters and recurrent neural networks for unmanned aerial vehicle (UAV) tracking.

Pipeline for batch-effects removal in 16S rRNA microbiome cohorts in cancer

Predicting inflow and outflow in hydraulic dams using different artificial intelligence algorithms

Processing and Analysis of Meteorological Data for the Island of Tenerife

Recomendation system for resource allocation in a consulting and support service

Smart city application with synthetic IoT data generation

Statistical and visual analysis of players' and teams' performance in the National Basketball Association

Synopsis-based feature extraction for movie genre classification

Use of deep learning techniques for the detection of motor events in polysomnographic recordings

Vision Transformers for the automatic diagnosis of diabetic retinopathy

Web application focused on basketball game analysis

Advanced Text Search Services in Power BI

Analysis and visualization of data on the provision of services to the elderly in the Red Cross

Analysis of the impact of distance measurements on dimensionality reduction techniques

Analysis, design and implementation of a web application for the consultation and visualization of transportation means in Madrid

Automated detection of Alzheimer's disease from OCT retinal images in PS19 tau transgenic mice

Development of a Net Promoter Score (NPS) Classification Model in Banking

Diseño e implementación de una plataforma web para el análisis y visualización de tweets sobre a COVID-19 en EEUU

Federated feature selection based on mutual information

Fully incremental parsing based on neural networks

Gender classification in multi-dimensional spaces: neural models and the influence of syntactic information

Lifelong Learning in dynamic environments: compositional approaches for robotics

Non-supervised automatic learning for characterization of medical signals in polysomnographic recordings

Pattern Detection System in Football Matches using a Web-Based Viewer

pFit: a Python "FIT" file explorer

Sleep stage scoring through polysomnogram analysis using Graph Neural Networks

Statistical analysis of basketball plays data as support for scouting

Statistical analysis of the data warehouse from R.C. Deportivo de La Coruña and use of data mining focused on player scouting

Statistical analysis of the sporting performance of football players according to their position and profile for internal and external use

Techniques for handling missing data and application in problem of detecting banking fraud

Tourism data analysis and exploitation tool

Visualization and use of Supervised Machine Learning techniques for the prediction of Formula 1 results

Web application focused on the visualization of Formula 1 data and predictionof the best pit stop timing for a race

Web application oriented to the analysis of football matches

Offer places

Offer available places last year and, for degree studies, you can also check the cut notes of those admitted by PAAU.

academic year 2023/2024
General offer 60