Computer Applications for Data Science
Telefone
- Deliberação A3ES
- Horas de contacto: 1595.00
- Créditos ECTS: 120
- Requisitos de Graduação: 120
- Área Científica: Information Systems and Computer Science
- Modo: Presencial
- Língua: EN
- Nº de Semestres: 4
Grau:
(CTSP)
Registo inicial: R/Cr 65/2021 de 10-09-2021
Aviso n.º 11817/2022, de 9 de junho
Aviso n.º 11817/2022, de 9 de junho
CalendáriosCalendars
- Applying for Readmission
Start Date End Date 1st phase 2024-01-05 2025-06-30 - Regime of Enrolment in Individual Curricular Units - External Students
Start Date End Date 1st phase 2025-01-02 2026-06-30 - Applying for CTeSP - for candidates who completed Secondary Education (12th grade or equivalente qualification)
Start Date End Date 4th phase 2025-05-31 2025-06-30 - Applying for CTeSP - Over the age of 23 (enrolment for internal exam)
Start Date End Date 4th phase 2025-05-31 2025-06-30 - Applying for CTeSP - Holders of Higher Education degree / CET / CTeSP
Start Date End Date 4th phase 2025-05-31 2025-06-30 - Applying for CTeSP - Change of Institution / Programme
Start Date End Date 4th phase 2025-05-31 2025-06-30 - Applying for CTeSP - Over the age of 23 (having done external exam)
Start Date End Date 4th phase 2025-05-31 2025-06-30 - Applying for Readmission
Start Date End Date 1st phase 2025-01-02 2026-06-30
Propinas e Emolumentos Tuition and Fees (2025/2026)
Valores Candidatura
Change of Institution
/ Programme
105€
for candidates who
completed Secondary
Education (12th grade
or equivalente
qualification) Cidadãos nacionais ou da UE e residentes em Portugal há mais de 2 anos.
130€
for candidates who
completed Secondary
Education (12th grade
or equivalente
qualification) Cidadãos de paises fora da UE
400€
Holders of Higher
Education degree / CET
/ CTeSP Cidadãos de paises fora da UE
400€
Holders of Higher
Education degree / CET
/ CTeSP Cidadãos nacionais ou da UE e residentes em Portugal há mais de 2 anos.
130€
Over the age of 23
(enrolment for
internal exam) Cidadãos nacionais ou da UE e residentes em Portugal há mais de 2 anos.
130€
Over the age of 23
(enrolment for
internal exam) Cidadãos de paises fora da UE
400€
Over the age of 23
(having done external
exam) Cidadãos de paises fora da UE
400€
Over the age of 23
(having done external
exam) Cidadãos nacionais ou da UE e residentes em Portugal há mais de 2 anos.
130€
Applying for
Readmission
105€
External Students Cidadãos de paises fora da UE
350€
External Students Cidadãos nacionais ou da UE e residentes em Portugal há mais de 2 anos.
200€
Valores Matrícula e Inscrição
Enrollment
155€
School Insurance
47€
Academic year
registration
130€
Propinas
Per ECTS
8.37€
Average monthly value
for 30 ECTS semestral
curricular units
251.1€
-
ApresentaçãoPresentation
Considering the revolution inherent in the concept of Industry 4.0, it has become necessary to prepare future professionals in this area to be able to deal with multidisciplinary environments and to explore data in order to identify patterns and phenomena through data so that they can contribute to complex industrial processes and the growing integration that is inherent in them in order to keep up with future trends in this sector. In line with this pressing need, over the last five years there has been a generalised adaptation of the various study cycles with their origins in computer science, as well as the creation of new study cycles aimed at developing applications based on data science, artificial intelligence, pattern analysis and recognition and the storage and processing of big data. The TeSP course in Computer Applications for Data Science is supported by interdisciplinary teaching geared towards practical application and professionalisation, with the aim of providing solid skills in the areas of computer science, mathematics and statistics, which allows for the integration of theoretical and practical knowledge, essential for carrying out activities inherent in the design of information systems, processing and analysing data with a view to introducing added value into processes where these systems are fundamental.
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Condições de IngressoAccess Conditions
- Holders of the 12th grade or legally equivalent qualification; - Holders of professional courses; - Holders of CETs, CTeSPs or higher education degrees; - Over 23s - those who have passed the tests specially designed to assess their ability to attend higher education. -
ObjectivosObjectives
The main objective of the TeSP course in Computer Applications for Data Science is to train professionals capable of planning, developing and managing data collection and study methodologies and designing and implementing computer solutions to problems in the field of data collection, processing, modelling and analysis, either autonomously or under supervision. -
CompetênciasCompetences
- Use statistical methods to prepare and extract knowledge from data; - Collect, analyse, organise and process data and control the quality of information; - Design and implement databases suited to the organisation's needs; - Collect, process, access and present data to implement data science projects; - Planning and operating IT systems and selecting IT applications to support decision-making; - Design, implement and maintain IT projects and tools that help organise information in archives in accordance with requirements, applicable legislation and international standards; - Design and handle data from different areas and plan data acquisition and recording systems to solve problems; - Design new datasets and plan how to use existing data stores and datasets to solve problems; - Draw up documents and report on the results according to the specific needs of organisations or companies. -
Saídas ProfissionaisCareer Opportunities
Graduates will be able to work in companies and institutions that process large amounts of data, particularly in the telecommunications, life and health sciences, insurance, banking, public institutions, state companies and European community institutions sectors.
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DocentesTeachers
- Ercilio Jorge De Andrade Tubarão Mendes
- Carlos Jorge Dos Santos Limão Sebastião
- David Manuel Ramos Russo
- Pedro Gustavo Da Costa Duarte
- Tiago André Cunha Reis
- Tiago Folgosa Granja
- Sofia Alexandra Duarte De Figueiredo
- Ricardo Simões Santos
- Bushra Mughal
- Ana Sofia Rodrigues Machado
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Plano de EstudosStudy Plan
1º Ano / Common Core
Program ECTS Data Communications and Computer Networks 6 ECTS Object-Oriented Programming 4 ECTS Algorithms and Data Structures 5 ECTS Data Science Foundations 4 ECTS English 3 ECTS Introduction to Operating Systems 4 ECTS Probabilities and Statistics 6 ECTS Soft Skills for Technology 4 ECTS Structured Programming 4 ECTS Data Center Technology 6 ECTS Data Communication Bases 4 ECTS Discrete Mathematics 4 ECTS Statistics for Data Science 6 ECTS 2º Ano / Common Core
Program ECTS Advanced Data Science 5 ECTS Analysis and Treatment of Multivariate Data 5 ECTS Data Warehouse and Business Intelligence 6 ECTS Innovation and Entrepreneurship 3 ECTS Storage for Big Data 5 ECTS Web Interfaces for Data Management 6 ECTS Traineeship 30 ECTS