- Details
- Category: Discipline
- Aggarwal, C. C. (2021). Artificial Intelligence A Textbook. Springer. Russell, S., & Norvig, P. (2021). Artificial intelligence: a modern approach. Pearson. Teoh, T. T., & Rong, Z. (2022). Artificial Intelligence with Python. Springer. Chopra, D., & Khurana, R. (2023). Introduction to Machine Learning with Python. Bentham Science Publishers.
- Artificial Intelligence
- 7052
- 24452
- Introduction to Artificial Intelligence
- ISLA Santarém7052-24452
- 1
- 5
- 0
- 25
- Não
- Português
- Mandatory
Descrição dos instrumentos de avaliação (individuais e de grupo) ¿ testes, trabalhos práticos, relatórios, projetos... respetivas datas de entrega/apresentação... e ponderação na nota final.
Exemplo:
Descrição
Data limite
Ponderação
Prova de Avaliação de Conhecimentos Escrita (Individual)
08-01-2026
45%
Trabalho Prático (Grupo)
22-01-2026
45%
Atividades Práticas em contexto de Sala de Aula
10%
No momento de avaliação "Atividades Práticas" está previsto a execução dos mesmos predominantemente em aula, com aviso prévio.
- Semestral
- Details
- Category: Discipline
- Badger, I. & Menzies, P. (2005). Business Life. London. Marshall Cavendish Education. Brooks, Bessie (2013). A Guide To English Grammar: Conjugation of Verbs Volume 1, 2 and 3, Xisbris Corporation. Denham, K. & Lobek, Anne (2013). Navigating English Grammar - A Guide To Analyzing Real Language, John Wiley and Sons Ltd. Evans, V., Dooley, J. & Wright, S. (2012).Career Paths: Information Technology, UK. Express Publishing. Swan, Michael & Walter C. (2007). How English Works: A Grammar Practice Book (With Answers), Oxford University Press.
- Quality, Environment and Safety Management
- 1993
- 12561
- English
- ISLA Santarém1993-12561
- 1
- 5
- 0
- 25
- Não
- Português
- In presence: 1. Theoretical/practical classes: presentation of concepts; discussion of programme contents; textual interpretation; resolution of grammatical and lexical exercises using digital tools (RED). 2. Practical classes: conversational situations; simulation of real situations; discussion of topics; brainstorming; researching information and presenting/discussing it, using digital tools (AI); solving exercises either in an intranet environment or using paper support. Autonomous: 3. Inverted classroom dynamics with information research for application in the classroom context. 4. Consolidation of the contents taught in class by researching additional information and solving exercises on the different themes and contents.
- Mandatory
- O1. Promote the development of oral and written skills. O2. Mobilize previously acquired linguistic knowledge and apply it in new learning situations. O3. Provide the improvement of the English language, adapting it to the socio-professional context. O4. Use the English language as a work and communication tool. O5. Improve the interpretation of scientific and technological matters. Skills and competencies: C1. Develop autonomy in communication, promoting oral and written expression, as well as mastery of grammatical rules and vocabulary. C2. Be able to apply previous linguistic knowledge to new contexts, adapting what has been learned to varied communication situations. C3. Know and practice vocabulary and technical terms related to your area of ¿¿work. C4. Actively apply the English language in work tasks and situations, as a means of communication.
- Content 1. Global communication. [O1, O2, O3, O4 and O5; C1, C2, C3, C4]. Content 2 The English language in socio-professional daily life. [O1, O2, O3, O4 and O5; C1, C2, C3, C4]. Content 3 The English language and new technologies. [O1, O2, O3, O4 and O5; C1, C2, C3, C4]. Content 4. Oral and written communication in English. [O1, O2, O3, O4 and O5; C1, C2, C3, C4]. Content 4.1 The formal aspects (phonological, syntactic and lexical-semantic) of the English language system. [O1, O2 and O3; C1, C2 and C3]. Content 4.2 Grammar: verb tenses; If-clauses. [O1, O2 and C1, C2]. Content 4.3 Interpretation and text production. [O1, O2, and O5; C1, C2]. Content 4.4 Planning and development of individual projects in English; written and oral presentation of these projects. [O1, O2, O3, O4 and O5; C1, C2, C3, C4].
Descrição dos instrumentos de avaliação (individuais e de grupo) ¿ testes, trabalhos práticos, relatórios, projetos... respetivas datas de entrega/apresentação... e ponderação na nota final.
Exemplo:
Descrição
Data limite
Ponderação
Teste de avaliação
22-01-2026
50%
Apresentação oral
04-12-2025 35%
Portfolio Ao longo do ano
15%
Adicionalmente poderão ser incluídas informações gerais, como por exemplo, referência ao tipo de acompanhamento a prestar ao estudante na realização dos trabalhos; referências bibliográficas e websites úteis; indicações para a redação de trabalho escrito...
- Semestral
- NA
- Details
- Category: Discipline
- Aires, Luís M. (2021). Conceitos de Matemática – Fundamentos para as Ciências da Vida. Edições Sílabo. Gonçalves, Ricardo (2022). Álgebra Linear - Teoria e Prática. Edições Sílabo. Marques, S. et. al (2016). Introdução Computacional à Probabilidade e Estatística. Porto Editora. Costa, José, F.; Gouveia Paula (2019). Matemática Discreta. Editora IST.
- Artificial Intelligence
- 7052
- 2228
- Mathematics
- ISLA Santarém7052-2228
- 1
- 6
- 0
- 25
- Não
- Português
- Classes will begin with a presentation of the fundamental concepts of each topic, followed by a demonstration of their practical application through exercise solutions, both in the classroom and independently. This methodology aims to encourage active student participation and the development of autonomy and self-regulated learning skills. The expository method will be used to introduce the content, which will allow for the structuring of logical reasoning and facilitate the organization of knowledge. Additionally, the interrogative method will be used to assess the level of understanding and theoretical consolidation of the content covered in each chapter. Regarding the practical aspect, the demonstrative method will be used, with the presentation of illustrative examples, as well as active and participatory methods, which promote individual student engagement.
- Mandatory
- Explain the basic concepts of mathematics. Perform algebraic operations in different bases. Perform conversions between bases. Represent and perform operations with sets. Define Boolean algebra and utilize its properties. Use truth tables to identify the logical value of propositions. Perform operations with matrices. Use graphs to model and interpret problems. Explain how the mathematical tools introduced apply to computer science. Analyze and interpret a statistical problem. Analyze and identify situations and calculation methods to adopt for specific problems.
- 1. Operations with bases 2. Set theory, logic, and Boolean algebra 3. Matrices and matrix operations 4. Graph theory 5. Elementary notions of statistics
Época Normal - Avaliação curricular (contínua) (*): O estudante constrói um portfólio com base nas atividades de avaliação ativa desenvolvidas ao longo do semestre e realiza dois testes de avaliação individual. O estudante aprova se a classificação final for superior ou igual a 9.5 valores em 20 valores. A classificação final é calculada pela fórmula Classificação Final = 0.3*P+0.35*T1+0.35*T2, onde P, T1 e T2 denotam, respetivamente, as notas no portfólio e nos testes de avaliação individual.
(*) A realizar no decorrer do semestre.
Época Normal - Avaliação final: O estudante realiza o exame completo e aprova se obtiver classificação superior ou igual a 9.5 valores em 20 valores.
Épocas de Recurso e Especial: O estudante realiza o exame completo e aprova se obtiver classificação superior ou igual a 9.5 valores em 20 valores.
Descrição
Data
Ponderação
Portfólio
Consultar Moodle, consoante a turma.
30%
Teste 1
20 de Novembro de 2025 35%
Teste 2
15 de Janeiro de 2025 35% Exames
A agendar pelos serviços. 100% - Semestral
- The Mathematics course is a key component of many programs, especially in Science, Technology, Economics, Management, and Engineering—as is the case at the CTeSP in Artificial Intelligence. The main objective of this course is to provide students with a solid foundation in essential mathematical concepts, such as operations with different numerical bases, logic, set theory, linear algebra, graphs, and statistics. This knowledge is essential not only for more advanced courses but also for dealing with real-world problems that arise in various fields. Throughout the course, theoretical and practical tools are combined to help students think in a structured and logical way. The goal is for them to be able to interpret problems, find solutions, and apply concepts in a practical way. Furthermore, this course seeks to stimulate critical and analytical thinking, demonstrating the usefulness of mathematics in everyday life, helping students prepare for the future.
- Details
- Category: Discipline
- - Dan, C. M. (2018). Cloud Computing - Theory and Practice. Morgan Kaufmann. - Frye, C. D. (2019). Microsoft excel step by step. Microsoft Press. - Lambert, J., & Cox, J. (2019). Microsoft word step by step. Microsoft Press. - Murray, K. (2015). Microsoft office 365. Microsoft Press.
- Quality, Environment and Safety Management
- 1993
- 10843
- Infomation and Communication Technologies
- ISLA Santarém1993-10843
- 1
- 5
- 0
- 25
- Não
- Português
- Project-Based Learning (PBL) - Allows students to develop practical projects, applying the course content, stimulating critical thinking and problem-solving skills. Gamification - Use of challenges and rewards to motivate students, making learning more engaging. Online Collaborative Learning - Use of digital tools like Google Drive to promote group work and real-time collaboration.
- Mandatory
- Enable students to acquire knowledge of computing (hardware and software) from the perspective of both manager and user. Provide students with the fundamental knowledge and skills necessary for the correct use of information technologies in the context of their personal and professional activities. Offer students the opportunity to use virtual learning environments. Introduce the fundamentals of cloud computing. Present the main tools available on cloud computing platforms. Apply techniques and select the most appropriate computer applications for each situation; Use synchronous and asynchronous communication tools; Use a cloud computing platform; Develop and insert content in collaborative computing and learning platforms.
- Operating Systems (Windows and Linux) - 3 hours Productivity and Storage Platform (Google Drive) - 3 hours Word Processor (Word) - 9 hours Headers and Footers Styles and Indexes Bibliography Management Spreadsheet (Excel) - 9 hours Formulas Functions Charts Fundamentals of Cloud Computing (AWS) - 9 hours Introduction to Cloud Computing Services Computing Services Analytics Services Database Services Development Tools Management Tools Storage Services Networking and Content Delivery Services Optional Modules (students choose one of the two) - 9 hours a. Internet of Things (IoT) b. Fundamentals of Cybersecurity
Descrição dos instrumentos de avaliação (individuais e de grupo) ¿ testes, trabalhos práticos, relatórios, projetos... respetivas datas de entrega/apresentação... e ponderação na nota final.
Exemplo:
Descrição
Data limite
Ponderação
Testes práticos de avaliação
40%
Portfolio
10%
Frequência
50%
Adicionalmente poderão ser incluídas informações gerais, como por exemplo, referência ao tipo de acompanhamento a prestar ao estudante na realização dos trabalhos; referências bibliográficas e websites úteis; indicações para a redação de trabalho escrito...
- Semestral
- The Information and Communication Technologies (ICT) course unit focuses on equipping students with the skills to effectively use digital technologies through a practical approach that includes the use of operating systems, productivity tools, and cloud computing platforms. The course covers the use of software and hardware from the perspective of both user and manager, addressing everything from operating system management to the application of collaborative tools and cloud computing solutions. The ICT course is essential for any study program that aims to train professionals capable of operating in a digital and technological environment, especially in management, marketing, informatics, and other fields where technological efficiency is crucial. Its relevance lies in the need to equip students with digital skills that are increasingly demanded by the job market, promoting digital literacy and the ability to adapt to new technological tool.
- Details
- Category: Discipline
- Dicionário Editora da Língua Portuguesa (2014). Porto Editora Amorim, C., Sousa, C. (2013). Gramática da Língua Portuguesa. Areal Editores. Silva, Paulo Nunes da Silva (2020). Manual de técnicas de expressão e comunicação. Lisboa: Universidade Aberta.
- Artificial Intelligence
- 7052
- 4399
- Portuguese Language
- ISLA Santarém7052-4399
- 1
- 4
- 0
- 25
- Não
- Português
- In attendence: 1- Theoratical/practical classes: presentation of concepts; discussion of programme contents; textual interpretation; resolution of grammatical and lexical exercises using digital tools (RED). 2- Practical classes: conversational situations; simulation of real situations; discussion of topics; brainstormings; researching information and presenting/discussion it, using digital tools (AI); solving exercises either in an intranet environment or using paper suport. Autonomous: 3- Inverted classroom dynamics with information research for application in the classroom context. 4- Consolidation of the contents taught in class by researching additional information and solving exercises on the different themes and contents.
- Mandatory
- Nothing to declare.
- Nothing to declare.
Descrição dos instrumentos de avaliação (individuais e de grupo) ¿ testes, trabalhos práticos, relatórios, projetos... respetivas datas de entrega/apresentação... e ponderação na nota final.
Exemplo:
Descrição
Data limite
Ponderação
Teste de avaliação/Frequência
05-01-2026
60%
Trabalho
17-11-2025
40%
(...)
Adicionalmente poderão ser incluídas informações gerais, como por exemplo, referência ao tipo de acompanhamento a prestar ao estudante na realização dos trabalhos; referências bibliográficas e websites úteis; indicações para a redação de trabalho escrito...
- Semestral
- Nothing to declare.
