Study Plan

Competences

The competence framework states the academic capabilities this programme is designed to build. Each entry keeps its linked learning outcomes visible so the structure can be followed without leaving the page.

Key competences

3 entries

CC1

mathematical competence and competence in science, technology and engineering

See details

Linked learning outcomes

(no linked learning outcomes)

CC2

digital competence

See details

Linked learning outcomes

(no linked learning outcomes)

CC3

personal, social and learning to learn competence

See details

Linked learning outcomes

(no linked learning outcomes)

Professional competences

43 entries

CP1

analyse business requirements

See details

Study clients' needs and expectations for a product or service in order to identify and resolve inconsistencies and possible disagreements of involved stakeholders.

Linked learning outcomes

C1 A1 A2 R1

CP2

apply for research funding

See details

Identify key relevant funding sources and prepare research grant application in order to obtain funds and grants. Write research proposals.

Linked learning outcomes

C24 A34 A35 R13

CP3

apply ICT systems theory

See details

Implement principles of ICT systems theory in order to explain and document system characteristics that can be applied universally to other systems

Linked learning outcomes

C2 C3 A3 R2

CP4

apply research ethics and scientific integrity principles in research activities

See details

Apply fundamental ethical principles and legislation to scientific research, including issues of research integrity. Perform, review, or report research avoiding misconducts such as fabrication, falsification, and plagiarism.

Linked learning outcomes

C25 A36 A37 R14

CP5

apply reverse engineering

See details

Use techniques to extract information or disassemble an ICT component, software or system in order to analyse, correct and reassemble or reproduce it.

Linked learning outcomes

C26 A38 A39 R15

CP6

apply statistical analysis techniques

See details

Use models (descriptive or inferential statistics) and techniques (data mining or machine learning) for statistical analysis and ICT tools to analyse data, uncover correlations and forecast trends.

Linked learning outcomes

C4 C5 A4 R3

CP7

communicate with a non-scientific audience

See details

Communicate about scientific findings to a non-scientific audience, including the general public. Tailor the communication of scientific concepts, debates, findings to the audience, using a variety of methods for different target groups, including visual presentations.

Linked learning outcomes

C27 A40 A41 A42

CP8

conduct literature research

See details

Conduct a comprehensive and systematic research of information and publications on a specific literature topic. Present a comparative evaluative literature summary.

Linked learning outcomes

C6 C7 A5 R4

CP9

conduct quantitative research

See details

Execute a systematic empirical investigation of observable phenomena via statistical, mathematical or computational techniques.

Linked learning outcomes

C28 A43 A44 R16

CP10

conduct research across disciplines

See details

Work and use research findings and data across disciplinary and/or functional boundaries.

Linked learning outcomes

C29 A45 A46 R17

CP11

conduct research interview

See details

Use professional researching and interviewing methods and techniques to gather relevant data, facts or information, to gain new insights and to fully comprehend the message of the interviewee.

Linked learning outcomes

C30 A47 A48 R18

CP12

conduct scholarly research

See details

Plan scholarly research by formulating the research question and conducting empirical or literature research in order to investigate the truth of the research question.

Linked learning outcomes

C31 A49 A50 R19

CP13

consult with business clients

See details

Communicate with clients of a business or business project in order to introduce new ideas, obtain feedback, and find solutions to problems.

Linked learning outcomes

C32 A51 A52 R20

CP14

create data sets

See details

Generate a collection of new or existing related data sets that are made up out of separate elements but can be manipulated as one unit.

Linked learning outcomes

A6 A7 A8 A9

CP15

create prototype of user experience solutions

See details

Design and prepare mock-ups, prototypes and flows in order to test User Experience (UX) solutions or to collect feedback from users, customers, partners or stakeholders.

Linked learning outcomes

A53 A54 A55 R21

CP16

creatively use digital technologies

See details

Use digital tools and technologies to create knowledge and to innovate processes and products. Engage individually and collectively in cognitive processing to understand and resolve conceptual problems and problem situations in digital environments.

Linked learning outcomes

C8 A10 A11 R5

CP17

define technical requirements

See details

Specify technical properties of goods, materials, methods, processes, services, systems, software and functionalities by identifying and responding to the particular needs that are to be satisfied according to customer requirements.

Linked learning outcomes

C9 A12 A13 R6

CP18

deliver visual presentation of data

See details

Create visual representations of data such as charts or diagrams for easier understanding.

Linked learning outcomes

C10 A14 A15 R7

CP19

demonstrate disciplinary expertise

See details

Demonstrate deep knowledge and complex understanding of a specific research area, including responsible research, research ethics and scientific integrity principles, privacy and GDPR requirements, related to research activities within a specific discipline.

Linked learning outcomes

C33 C34 A56 R22

CP20

design process

See details

Identify the workflow and resource requirements for a particular process, using a variety of tools such as process simulation software, flowcharting and scale models.

Linked learning outcomes

C11 C12 A16 A17

CP21

develop professional network with researchers and scientists

See details

Develop alliances, contacts or partnerships, and exchange information with others. Foster integrated and open collaborations where different stakeholders co-create shared value research and innovations. Develop your personal profile or brand and make yourself visible and available in face-to-face and online networking environments.

Linked learning outcomes

C35 A57 A58 R23

CP22

develop software prototype

See details

Create a first incomplete or preliminary version of a piece of software application to simulate some specific aspects of the final product.

Linked learning outcomes

C13 A18 A19 R8

CP23

develop statistical software

See details

Participate in the various development stages of computer programs for econometric and statistical analysis, such as research, new product development, prototyping, and maintenance.

Linked learning outcomes

C14 C15 A20 A21

CP24

disseminate results to the scientific community

See details

Publicly disclose scientific results by any appropriate means, including conferences, workshops, colloquia and scientific publications.

Linked learning outcomes

A59 A60 A61 R24

CP25

draft scientific or academic papers and technical documentation

See details

Draft and edit scientific, academic or technical texts on different subjects.

Linked learning outcomes

C36 A62 A63 A64

CP26

evaluate research activities

See details

Review proposals, progress, impact and outcomes of peer researchers, including through open peer review.

Linked learning outcomes

A65 A66 A67 A68

CP27

integrate gender dimension in research

See details

Take into account in the whole research process the biological characteristics and the evolving social and cultural features of women and men (gender).

Linked learning outcomes

C37 A69 A70 R25

CP28

interact professionally in research and professional environments

See details

Show consideration to others as well as collegiality. Listen, give and receive feedback and respond perceptively to others, also involving staff supervision and leadership in a professional setting.

Linked learning outcomes

A71 A72 A73 R26

CP29

manage findable accessible interoperable and reusable data

See details

Produce, describe, store, preserve and (re) use scientific data based on FAIR (Findable, Accessible, Interoperable, and Reusable) principles, making data as open as possible, and as closed as necessary.

Linked learning outcomes

C38 A74 A75 R27

CP30

manage open publications

See details

Be familiar with Open Publication strategies, with the use of information technology to support research, and with the development and management of CRIS (current research information systems) and institutional repositories. Provide licensing and copyright advice, use bibliometric indicators, and measure and report research impact.

Linked learning outcomes

C39 C40 A76 A77

CP31

manage research data

See details

Produce and analyse scientific data originating from qualitative and quantitative research methods. Store and maintain the data in research databases. Support the re-use of scientific data and be familiar with open data management principles.

Linked learning outcomes

C41 A78 A79 R28

CP32

mentor individuals

See details

Mentor individuals by providing emotional support, sharing experiences and giving advice to the individual to help them in their personal development, as well as adapting the support to the specific needs of the individual and heeding their requests and expectations.

Linked learning outcomes

A80 A119 R29 R30

CP33

operate open source software

See details

Operate Open Source software, knowing the main Open Source models, licensing schemes, and the coding practices commonly adopted in the production of Open Source software.

Linked learning outcomes

C42 A81 A82 R31

CP34

perform scientific research

See details

Gain, correct or improve knowledge about phenomena by using scientific methods and techniques, based on empirical or measurable observations.

Linked learning outcomes

C16 A22 A23 R9

CP35

plan research process

See details

Outline the research methodologies and schedule in order to ensure that the research can be thoroughly and efficiently executed and that the objectives can be met in a timely manner.

Linked learning outcomes

C43 A83 A84 R32

CP36

promote open innovation in research

See details

Apply techniques, models, methods and strategies which contribute to the promotion of steps towards innovation through collaboration with people and organizations outside the organisation.

Linked learning outcomes

C44 A85 A86 R33

CP37

promote the transfer of knowledge

See details

Deploy broad awareness of processes of knowledge valorisation aimed to maximise the two–way flow of technology, intellectual property, expertise and capability between the research base and industry or the public sector.

Linked learning outcomes

C45 C46 A87 R34

CP38

provide user documentation

See details

Develop and organise the distribution of structured documents to assist people using a particular product or system, such as written or visual information about an application system and how to use it.

Linked learning outcomes

A88 A89 A90 R35

CP39

publish academic research

See details

Conduct academic research, in universities and research institutions, or on a personal account, publish it in books or academic journals with the aim of contributing to a field of expertise and achieving personal academic accreditation.

Linked learning outcomes

C47 A91 A92 A93

CP40

speak different languages

See details

Master foreign languages to be able to communicate in one or more foreign languages.

Linked learning outcomes

A94 A95 A96 A97

CP41

think abstractly

See details

Demonstrate the ability to use concepts in order to make and understand generalisations, and relate or connect them to other items, events, or experiences.

Linked learning outcomes

C48 A98 A99 R36

CP42

use methodologies for user-centered design

See details

Use design methodologies in which the needs, wishes and limitations of end users of a product, service or process are given extensive attention at each stage of the design process.

Linked learning outcomes

C49 A100 A101 R37

CP43

write scientific publications

See details

Present the hypothesis, findings, and conclusions of your scientific research in your field of expertise in a professional publication.

Linked learning outcomes

C50 C51 A102 R38

Transversal personal competences

9 entries

CT1

analyse big data

See details

Collect and evaluate numerical data in large quantities, especially for the purpose of identifying patterns between the data.

Linked learning outcomes

C17 C18 A24 A25

CT2

conduct qualitative research

See details

Gather relevant information by applying systematic methods, such as interviews, focus groups, text analysis, observations and case studies.

Linked learning outcomes

C52 C53 A103 A104

CT3

develop creative ideas

See details

Developing new artistic concepts and creative ideas.

Linked learning outcomes

C19 A26 A27 A28

CT4

execute analytical mathematical calculations

See details

Apply mathematical methods and make use of calculation technologies in order to perform analyses and devise solutions to specific problems.

Linked learning outcomes

C20 C21 A29 R10

CT5

innovate in ICT

See details

Create and describe new original research and innovation ideas within the field of information and communication technologies, compare to the emerging technologies and trends and plan the development of new ideas.

Linked learning outcomes

C54 A105 A106 R39

CT6

interact with users to gather requirements

See details

Communicate with users to identify their requirements and collect them. Define all relevant user requirements and document them in an understandable and logical way for further analysis and specification.

Linked learning outcomes

C22 A30 A31 R11

CT7

manage personal professional development

See details

Take responsibility for lifelong learning and continuous professional development. Engage in learning to support and update professional competence. Identify priority areas for professional development based on reflection about own practice and through contact with peers and stakeholders. Pursue a cycle of self-improvement and develop credible career plans.

Linked learning outcomes

C55 A107 R40 R41

CT8

synthesise information

See details

Critically read, interpret, and summarise new and complex information from diverse sources.

Linked learning outcomes

C56 C57 A108 A109

CT9

use data processing techniques

See details

Gather, process and analyse relevant data and information, properly store and update data and represent figures and data using charts and statistical diagrams.

Linked learning outcomes

C23 A32 A33 R12

Transversal interpersonal competences

3 entries

CT10

execute ICT user research activities

See details

Perform research tasks such as recruitment of participants, scheduling of tasks, collecting of empirical data, data analysis and production of materials in order to assess the interaction of users with an ICT system, program or application.

Linked learning outcomes

C58 A110 R42 R43

CT11

increase the impact of science on policy and society

See details

Influence evidence-informed policy and decision making by providing scientific input to and maintaining professional relationships with policymakers and other stakeholders.

Linked learning outcomes

C59 C60 A111 R44

CT12

perform project management

See details

Manage and plan various resources, such as human resources, budget, deadline, results, and quality necessary for a specific project, and monitor the project's progress in order to achieve a specific goal within a set time and budget.

Linked learning outcomes

C61 A112 A113 A114

Transversal global citizenship competences

2 entries

CT13

manage intellectual property rights

See details

Deal with the private legal rights that protect the products of the intellect from unlawful infringement.

Linked learning outcomes

C62 A115 A116 R45

CT14

promote the participation of citizens in scientific and research activities

See details

Engage citizens in scientific and research activities and promote their contribution in terms of knowledge, time or resources invested.

Linked learning outcomes

C63 A117 A118 R46

Learning outcomes

Learning outcomes translate the competence framework into observable academic results. Each entry keeps its connected competences and subject anchors visible so the curriculum can be followed in both directions.

Knowledge

63 entries

Identify stakeholder requirements conflicts in business briefs.

1 competences | 0 subjects

analyze · 4/6

See details

Linked competences

CP1

Linked subjects

(no linked subjects)

Identify ICT system components and their functional relationships.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CP3

Linked subjects

Operating Systems I

Classify ICT system characteristics by functional purpose.

1 competences | 0 subjects

analyze · 4/6

See details

Linked competences

CP3

Linked subjects

(no linked subjects)

Compare data distributions against expected model assumptions.

1 competences | 3 subjects

analyze · 4/6

See details

Linked competences

CP6

Linked subjects

Dynamical Systems In Machine Learning Advanced Neuroscience Machine Learning

Interpret correlation results for variable relationships.

1 competences | 0 subjects

analyze · 4/6

See details

Linked competences

CP6

Linked subjects

(no linked subjects)

Select relevant scholarly sources for an AI research topic.

1 competences | 0 subjects

apply · 3/6

See details

Linked competences

CP8

Linked subjects

(no linked subjects)

Compare findings across scientific publications on an AI topic.

1 competences | 0 subjects

analyze · 4/6

See details

Linked competences

CP8

Linked subjects

(no linked subjects)

Evaluate digital workflows against task constraints.

1 competences | 0 subjects

evaluate · 6/6

See details

Linked competences

CP16

Linked subjects

(no linked subjects)

Translate stakeholder needs into measurable technical specifications.

1 competences | 0 subjects

create · 5/6

See details

Linked competences

CP17

Linked subjects

(no linked subjects)

C10

Label chart elements for clear data interpretation.

1 competences | 0 subjects

apply · 3/6

See details

Linked competences

CP18

Linked subjects

(no linked subjects)

C11

Identify workflow steps for a process scenario.

1 competences | 1 subjects

understand · 2/6

See details

Linked competences

CP20

Linked subjects

Programming I

C12

Map resource needs for a process model.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP20

Linked subjects

Programming I

C13

Select core features for a software prototype scope.

1 competences | 2 subjects

evaluate · 6/6

See details

Linked competences

CP22

Linked subjects

Programming I Programming II

C14

Classify statistical analysis requirements by project priority.

1 competences | 0 subjects

analyze · 4/6

See details

Linked competences

CP23

Linked subjects

(no linked subjects)

C15

Evaluate statistical software results against expected outputs.

1 competences | 0 subjects

evaluate · 6/6

See details

Linked competences

CP23

Linked subjects

(no linked subjects)

C16

Select an appropriate empirical method for a software investigation.

1 competences | 0 subjects

evaluate · 6/6

See details

Linked competences

CP34

Linked subjects

(no linked subjects)

C17

Identify relevant variables in large data sets for pattern analysis.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CT1

Linked subjects

Data Mining

C18

Interpret summary statistics for trend assessment.

1 competences | 0 subjects

evaluate · 6/6

See details

Linked competences

CT1

Linked subjects

(no linked subjects)

C19

Evaluate concept originality against project goals.

1 competences | 2 subjects

evaluate · 6/6

See details

Linked competences

CT3

Linked subjects

Automated Theorem Proving Computational Game Theory

C20

Calculate matrix operations for model training verification.

1 competences | 3 subjects

apply · 3/6

See details

Linked competences

CT4

Linked subjects

Architectures For Parallel Computing Parallel Computing Introduction To Quantum Computing

C21

Derive numerical estimates for optimization parameters.

1 competences | 4 subjects

analyze · 4/6

See details

Linked competences

CT4

Linked subjects

Computational Game Theory Introduction To Quantum Computing Operations Research and Optimization Metaheuristic Algorithms

C22

Record user requirements in a clear specification note.

1 competences | 0 subjects

apply · 3/6

See details

Linked competences

CT6

Linked subjects

(no linked subjects)

C23

Classify datasets by relevance to project objectives.

1 competences | 0 subjects

analyze · 4/6

See details

Linked competences

CT9

Linked subjects

(no linked subjects)

C24

Identify relevant research funding opportunities for project proposals.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CP2

Linked subjects

Research Practice

C25

Identify research misconduct in project documentation.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CP4

Linked subjects

Research Ethics

C26

Identify code patterns that reveal system structure from compiled software.

1 competences | 4 subjects

analyze · 4/6

See details

Linked competences

CP5

Linked subjects

Machine Learning Introduction To Quantum Computing Computer Virology Introduction To Cybersecurity. Prevention, Detection and Mitigation Techniques

C27

Evaluate scientific messages for audience comprehension.

1 competences | 1 subjects

evaluate · 6/6

See details

Linked competences

CP7

Linked subjects

Academic and Technical Writing

C28

Design quantitative research questions for software usage studies.

1 competences | 1 subjects

create · 5/6

See details

Linked competences

CP9

Linked subjects

Data Analysis and Programming In R

C29

Identify relevant research methods for a project question.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CP10

Linked subjects

Methodology Of Research Activity

C30

Formulate interview questions for research objectives.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP11

Linked subjects

Methodology Of Research Activity

C31

Formulate a research question from a scholarly problem statement.

1 competences | 1 subjects

create · 5/6

See details

Linked competences

CP12

Linked subjects

Methodology Of Research Activity

C32

Identify client business needs for project discussions.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CP13

Linked subjects

Research Practice

C33

Evaluate research methods against disciplinary ethics requirements.

1 competences | 1 subjects

evaluate · 6/6

See details

Linked competences

CP19

Linked subjects

Research Ethics

C34

Assess privacy risks in research activity plans.

1 competences | 2 subjects

analyze · 4/6

See details

Linked competences

CP19

Linked subjects

Research Ethics Cryptography and Information Security

C35

Build a professional profile for research networking.

1 competences | 2 subjects

create · 5/6

See details

Linked competences

CP21

Linked subjects

Academic and Technical Writing Scientific Seminar

C36

Format citations according to a publication style.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP25

Linked subjects

Msc Thesis Preparation

C37

Identify gender-related stakeholder needs in research planning.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CP27

Linked subjects

Research Ethics

C38

Classify datasets by access restrictions and sharing conditions.

1 competences | 2 subjects

analyze · 4/6

See details

Linked competences

CP29

Linked subjects

Big Data Technologies Cloud Security

C39

Evaluate publication venues for open access suitability.

1 competences | 1 subjects

evaluate · 6/6

See details

Linked competences

CP30

Linked subjects

Msc Thesis Preparation

C40

Assess copyright constraints for repository deposits.

1 competences | 3 subjects

analyze · 4/6

See details

Linked competences

CP30

Linked subjects

Research Practice Academic and Technical Writing Research Stage

C41

Classify research datasets by method, source, and sensitivity.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CP31

Linked subjects

Big Data Technologies

C42

Interpret open source license obligations for software distribution.

1 competences | 2 subjects

analyze · 4/6

See details

Linked competences

CP33

Linked subjects

Cryptography and Information Security Devsecops

C43

Draft a research methodology for an ICT project.

1 competences | 1 subjects

create · 5/6

See details

Linked competences

CP35

Linked subjects

Research Stage

C44

Evaluate collaboration proposals against innovation objectives.

1 competences | 1 subjects

evaluate · 6/6

See details

Linked competences

CP36

Linked subjects

Special Topics In Artificial Intelligence

C45

Identify transferable research assets for industry collaboration.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CP37

Linked subjects

Devsecops

C46

Document intellectual property transfer conditions for a project.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP37

Linked subjects

Devsecops

C47

Evaluate manuscript quality against journal submission criteria.

1 competences | 1 subjects

evaluate · 6/6

See details

Linked competences

CP39

Linked subjects

Techniques For Scientific Work

C48

Classify technical concepts by shared properties and relationships.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CP41

Linked subjects

Advanced Logic and Functional Programming

C49

Translate user feedback into design requirements.

1 competences | 2 subjects

analyze · 4/6

See details

Linked competences

CP42

Linked subjects

Fundamentals Of Artificial Intelligence Computer Vision

C50

Formulate a research question for a scientific publication.

1 competences | 2 subjects

apply · 3/6

See details

Linked competences

CP43

Linked subjects

Msc Thesis Preparation Special Topics In Artificial Intelligence

C51

Evaluate evidence against the research hypothesis.

1 competences | 2 subjects

analyze · 4/6

See details

Linked competences

CP43

Linked subjects

Data Mining Msc Thesis Preparation

C52

Code interview transcripts into thematic categories.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CT2

Linked subjects

Text Mining

C53

Evaluate observation notes for recurring research patterns.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CT2

Linked subjects

Text Mining

C54

Identify emerging ICT trends relevant to research opportunities.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CT5

Linked subjects

Fundamentals Of Artificial Intelligence

C55

Assess feedback to identify development priorities.

1 competences | 3 subjects

analyze · 4/6

See details

Linked competences

CT7

Linked subjects

Research Practice Research Stage Techniques For Scientific Work

C56

Evaluate source credibility for technical information.

1 competences | 2 subjects

evaluate · 6/6

See details

Linked competences

CT8

Linked subjects

Introduction To Cybersecurity. Prevention, Detection and Mitigation Techniques Cryptography and Information Security

C57

Identify key claims in scientific articles.

1 competences | 2 subjects

analyze · 4/6

See details

Linked competences

CT8

Linked subjects

Academic and Technical Writing Techniques For Scientific Work

C58

Analyze ICT user research data for interaction issues.

1 competences | 2 subjects

analyze · 4/6

See details

Linked competences

CT10

Linked subjects

Research Stage Techniques For Scientific Work

C59

Map policy stakeholders by influence and information needs.

1 competences | 2 subjects

analyze · 4/6

See details

Linked competences

CT11

Linked subjects

Research Practice Research Stage

C60

Assess evidence quality for policy recommendations.

1 competences | 2 subjects

evaluate · 6/6

See details

Linked competences

CT11

Linked subjects

Research Practice Research Stage

C61

Evaluate project deliverables against quality requirements.

1 competences | 2 subjects

evaluate · 6/6

See details

Linked competences

CT12

Linked subjects

Msc Thesis Preparation Devsecops

C62

Assess patent relevance for AI model components.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CT13

Linked subjects

Fundamentals Of Artificial Intelligence

C63

Identify potential citizen contributions for research project participation.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CT14

Linked subjects

Special Topics In Artificial Intelligence

Skills

119 entries

Prioritize stakeholder requirements by project constraints.

1 competences | 0 subjects

evaluate · 6/6

See details

Linked competences

CP1

Linked subjects

(no linked subjects)

Document stakeholder requirements in a structured specification.

1 competences | 0 subjects

apply · 3/6

See details

Linked competences

CP1

Linked subjects

(no linked subjects)

Explain ICT system boundaries using system interaction evidence.

1 competences | 4 subjects

understand · 2/6

See details

Linked competences

CP3

Linked subjects

Operating Systems I Architectures For Parallel Computing Parallel Computing Modeling and Verifying Algorithms In Coq

Calculate descriptive statistics for structured datasets.

1 competences | 0 subjects

apply · 3/6

See details

Linked competences

CP6

Linked subjects

(no linked subjects)

Assess publication credibility for an AI research topic.

1 competences | 0 subjects

evaluate · 6/6

See details

Linked competences

CP8

Linked subjects

(no linked subjects)

Compile datasets from distributed source files into one structured collection.

1 competences | 0 subjects

apply · 3/6

See details

Linked competences

CP14

Linked subjects

(no linked subjects)

Merge related records into a unified dataset schema.

1 competences | 0 subjects

apply · 3/6

See details

Linked competences

CP14

Linked subjects

(no linked subjects)

Organize data elements into a coherent training dataset.

1 competences | 0 subjects

apply · 3/6

See details

Linked competences

CP14

Linked subjects

(no linked subjects)

Assemble labeled samples into a single evaluation dataset.

1 competences | 0 subjects

apply · 3/6

See details

Linked competences

CP14

Linked subjects

(no linked subjects)

A10

Select digital tools for solving project-specific conceptual problems.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP16

Linked subjects

Multi-agent Systems

A11

Prototype digital solutions for process improvement tasks.

1 competences | 2 subjects

create · 5/6

See details

Linked competences

CP16

Linked subjects

Multi-agent Systems Penetration Testing

A12

Prioritize technical requirements against project constraints.

1 competences | 0 subjects

evaluate · 6/6

See details

Linked competences

CP17

Linked subjects

(no linked subjects)

A13

Validate technical requirements against stakeholder needs.

1 competences | 0 subjects

evaluate · 6/6

See details

Linked competences

CP17

Linked subjects

(no linked subjects)

A14

Select appropriate chart types for dataset characteristics.

1 competences | 0 subjects

apply · 3/6

See details

Linked competences

CP18

Linked subjects

(no linked subjects)

A15

Format visual hierarchy for presentation slides.

1 competences | 0 subjects

apply · 3/6

See details

Linked competences

CP18

Linked subjects

(no linked subjects)

A16

Select a suitable process simulation tool.

1 competences | 0 subjects

evaluate · 6/6

See details

Linked competences

CP20

Linked subjects

(no linked subjects)

A17

Construct a flowchart for a process scenario.

1 competences | 0 subjects

create · 5/6

See details

Linked competences

CP20

Linked subjects

(no linked subjects)

A18

Build a software prototype from defined functional requirements.

1 competences | 2 subjects

create · 5/6

See details

Linked competences

CP22

Linked subjects

Programming I Programming II

A19

Implement interface elements in a software prototype.

1 competences | 0 subjects

apply · 3/6

See details

Linked competences

CP22

Linked subjects

(no linked subjects)

A20

Design a statistical model for a defined analysis goal.

1 competences | 2 subjects

create · 5/6

See details

Linked competences

CP23

Linked subjects

Operations Research and Optimization Metaheuristic Algorithms

A21

Prototype a statistical algorithm in working code.

1 competences | 0 subjects

apply · 3/6

See details

Linked competences

CP23

Linked subjects

(no linked subjects)

A22

Plan a research question from an observable software problem.

1 competences | 0 subjects

create · 5/6

See details

Linked competences

CP34

Linked subjects

(no linked subjects)

A23

Collect data from a defined software study sample.

1 competences | 0 subjects

apply · 3/6

See details

Linked competences

CP34

Linked subjects

(no linked subjects)

A24

Clean numerical data before statistical evaluation.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CT1

Linked subjects

Data Mining

A25

Compare data distributions across large samples for anomalies.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CT1

Linked subjects

Data Mining

A26

Generate original concept variants for AI solution features.

1 competences | 0 subjects

create · 5/6

See details

Linked competences

CT3

Linked subjects

(no linked subjects)

A27

Combine diverse source ideas into novel visual concepts.

1 competences | 0 subjects

create · 5/6

See details

Linked competences

CT3

Linked subjects

(no linked subjects)

A28

Refine concept sketches into implementable design directions.

1 competences | 2 subjects

apply · 3/6

See details

Linked competences

CT3

Linked subjects

Automated Theorem Proving Term Rewriting

A29

Compute statistical measures for experiment results.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CT4

Linked subjects

Computational Game Theory

A30

Elicit stakeholder requirements through structured user interviews.

1 competences | 0 subjects

responding · 2/5

See details

Linked competences

CT6

Linked subjects

(no linked subjects)

A31

Classify user requirements by functional scope.

1 competences | 0 subjects

analyze · 4/6

See details

Linked competences

CT6

Linked subjects

(no linked subjects)

A32

Validate data quality against project requirements.

1 competences | 0 subjects

evaluate · 6/6

See details

Linked competences

CT9

Linked subjects

(no linked subjects)

A33

Present statistical results in appropriate charts.

1 competences | 0 subjects

create · 5/6

See details

Linked competences

CT9

Linked subjects

(no linked subjects)

A34

Match grant criteria to project research objectives.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP2

Linked subjects

Research Practice

A35

Draft research proposal sections for funding submission.

1 competences | 1 subjects

create · 5/6

See details

Linked competences

CP2

Linked subjects

Msc Thesis Preparation

A36

Evaluate research procedures against ethics requirements.

1 competences | 1 subjects

evaluate · 6/6

See details

Linked competences

CP4

Linked subjects

Research Ethics

A37

Apply citation rules in research reports.

1 competences | 2 subjects

apply · 3/6

See details

Linked competences

CP4

Linked subjects

Research Ethics Academic and Technical Writing

A38

Trace control flow in disassembled program sections.

1 competences | 3 subjects

analyze · 4/6

See details

Linked competences

CP5

Linked subjects

Introduction To Quantum Computing Computer Virology Introduction To Cybersecurity. Prevention, Detection and Mitigation Techniques

A39

Compare binary outputs against original source behavior.

1 competences | 2 subjects

evaluate · 6/6

See details

Linked competences

CP5

Linked subjects

Computer Virology Introduction To Cybersecurity. Prevention, Detection and Mitigation Techniques

A40

Tailor technical explanations to lay audience needs.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP7

Linked subjects

Academic and Technical Writing

A41

Translate scientific findings into plain language summaries.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP7

Linked subjects

Academic and Technical Writing

A42

Select communication formats for public outreach messages.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CP7

Linked subjects

Academic and Technical Writing

A43

Select statistical methods for empirical software data analysis.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP9

Linked subjects

Data Analysis and Programming In R

A44

Interpret computational results from quantitative experiments.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CP9

Linked subjects

Data Analysis and Programming In R

A45

Compare findings from different disciplines for consistency.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CP10

Linked subjects

Methodology Of Research Activity

A46

Synthesize findings into a research summary.

1 competences | 1 subjects

create · 5/6

See details

Linked competences

CP10

Linked subjects

Methodology Of Research Activity

A47

Conduct structured interviews with selected participants.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP11

Linked subjects

Methodology Of Research Activity

A48

Probe interview responses for missing details.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CP11

Linked subjects

Methodology Of Research Activity

A49

Select an empirical method for a research question.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP12

Linked subjects

Methodology Of Research Activity

A50

Locate relevant literature for a research question.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP12

Linked subjects

Methodology Of Research Activity

A51

Formulate questions for client feedback sessions.

1 competences | 1 subjects

responding · 2/5

See details

Linked competences

CP13

Linked subjects

Research Practice

A52

Present solution options to business clients.

1 competences | 2 subjects

apply · 3/6

See details

Linked competences

CP13

Linked subjects

Research Practice Academic and Technical Writing

A53

Sketch user interface layouts for prototype testing sessions.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP15

Linked subjects

Research Practice

A54

Construct interactive wireframes for stakeholder review.

1 competences | 1 subjects

create · 5/6

See details

Linked competences

CP15

Linked subjects

Research Practice

A55

Design user flow diagrams for task validation.

1 competences | 1 subjects

create · 5/6

See details

Linked competences

CP15

Linked subjects

Research Practice

A56

Apply GDPR requirements to research data handling decisions.

1 competences | 2 subjects

apply · 3/6

See details

Linked competences

CP19

Linked subjects

Research Ethics Cloud Security

A57

Identify relevant researchers for project collaboration.

1 competences | 2 subjects

apply · 3/6

See details

Linked competences

CP21

Linked subjects

Scientific Seminar Techniques For Scientific Work

A58

Evaluate collaboration opportunities against project goals.

1 competences | 2 subjects

evaluate · 6/6

See details

Linked competences

CP21

Linked subjects

Research Practice Scientific Seminar

A59

Prepare conference abstracts for scientific presentation.

1 competences | 2 subjects

apply · 3/6

See details

Linked competences

CP24

Linked subjects

Academic and Technical Writing Scientific Seminar

A60

Draft journal manuscripts from research findings.

1 competences | 1 subjects

create · 5/6

See details

Linked competences

CP24

Linked subjects

Academic and Technical Writing

A61

Present research results to specialist audiences.

1 competences | 1 subjects

responding · 2/5

See details

Linked competences

CP24

Linked subjects

Scientific Seminar

A62

Structure technical arguments for a scientific manuscript.

1 competences | 2 subjects

apply · 3/6

See details

Linked competences

CP25

Linked subjects

Academic and Technical Writing Msc Thesis Preparation

A63

Synthesize sources into a literature review section.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CP25

Linked subjects

Academic and Technical Writing

A64

Edit technical prose for clarity and precision.

1 competences | 1 subjects

evaluate · 6/6

See details

Linked competences

CP25

Linked subjects

Msc Thesis Preparation

A65

Evaluate research proposals against methodological rigor and feasibility.

1 competences | 1 subjects

evaluate · 6/6

See details

Linked competences

CP26

Linked subjects

Research Stage

A66

Assess research progress against agreed milestones and deliverables.

1 competences | 1 subjects

evaluate · 6/6

See details

Linked competences

CP26

Linked subjects

Research Stage

A67

Judge research outcomes against intended objectives and evidence quality.

1 competences | 2 subjects

evaluate · 6/6

See details

Linked competences

CP26

Linked subjects

Automated Theorem Proving Research Stage

A68

Review open peer feedback for relevance and methodological validity.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CP26

Linked subjects

Research Stage

A69

Assess gender bias in research data collection methods.

1 competences | 1 subjects

evaluate · 6/6

See details

Linked competences

CP27

Linked subjects

Research Ethics

A70

Integrate gender variables into research analysis frameworks.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP27

Linked subjects

Research Ethics

A71

Give constructive feedback during technical review meetings.

1 competences | 1 subjects

responding · 2/5

See details

Linked competences

CP28

Linked subjects

Scientific Seminar

A72

Adapt communication to interdisciplinary project stakeholders.

1 competences | 1 subjects

valuing · 3/5

See details

Linked competences

CP28

Linked subjects

Scientific Seminar

A73

Resolve workplace disagreements through professional dialogue.

1 competences | 1 subjects

organization · 4/5

See details

Linked competences

CP28

Linked subjects

Scientific Seminar

A74

Describe datasets using standard metadata elements.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP29

Linked subjects

Big Data Technologies

A75

Store datasets in structured repositories.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP29

Linked subjects

Big Data Technologies

A76

Assign licensing terms to research publications.

1 competences | 3 subjects

apply · 3/6

See details

Linked competences

CP30

Linked subjects

Research Practice Academic and Technical Writing Research Stage

A77

Report research impact using bibliometric indicators.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP30

Linked subjects

Msc Thesis Preparation

A78

Validate research data entries against collection records.

1 competences | 1 subjects

evaluate · 6/6

See details

Linked competences

CP31

Linked subjects

Big Data Technologies

A79

Store research data in a database schema.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP31

Linked subjects

Big Data Technologies

A80

Assess individual support needs in mentoring conversations.

1 competences | 1 subjects

responding · 2/5

See details

Linked competences

CP32

Linked subjects

Research Stage

A81

Select open source components for project integration.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP33

Linked subjects

Devsecops

A82

Evaluate source code contributions against open source project practices.

1 competences | 2 subjects

evaluate · 6/6

See details

Linked competences

CP33

Linked subjects

Devsecops Penetration Testing

A83

Sequence research activities within project constraints.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP35

Linked subjects

Research Stage

A84

Evaluate research methods against project objectives.

1 competences | 3 subjects

evaluate · 6/6

See details

Linked competences

CP35

Linked subjects

Methodology Of Research Activity Research Stage Techniques For Scientific Work

A85

Identify external research partners for innovation projects.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP36

Linked subjects

Special Topics In Artificial Intelligence

A86

Document collaboration outcomes for innovation review.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP36

Linked subjects

Special Topics In Artificial Intelligence

A87

Assess knowledge exchange opportunities against stakeholder needs.

1 competences | 1 subjects

evaluate · 6/6

See details

Linked competences

CP37

Linked subjects

Devsecops

A88

Draft structured product manuals for end users.

1 competences | 3 subjects

create · 5/6

See details

Linked competences

CP38

Linked subjects

Research Practice Academic and Technical Writing Computer Vision

A89

Organize documentation sets by user task.

1 competences | 2 subjects

analyze · 4/6

See details

Linked competences

CP38

Linked subjects

Techniques For Scientific Work Distributed Methods and Technologies Based On Xml

A90

Review user guides against product functionality.

1 competences | 1 subjects

evaluate · 6/6

See details

Linked competences

CP38

Linked subjects

Techniques For Scientific Work

A91

Formulate a research question from a field gap.

1 competences | 1 subjects

create · 5/6

See details

Linked competences

CP39

Linked subjects

Techniques For Scientific Work

A92

Analyze empirical findings against existing literature.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CP39

Linked subjects

Techniques For Scientific Work

A93

Draft an academic abstract for publication submission.

1 competences | 1 subjects

create · 5/6

See details

Linked competences

CP39

Linked subjects

Techniques For Scientific Work

A94

Translate technical documentation for project stakeholders.

1 competences | 2 subjects

apply · 3/6

See details

Linked competences

CP40

Linked subjects

Techniques For Scientific Work Distributed Methods and Technologies Based On Xml

A95

Interpret meeting remarks in a foreign language.

1 competences | 2 subjects

understand · 2/6

See details

Linked competences

CP40

Linked subjects

Scientific Seminar Techniques For Scientific Work

A96

Compose professional emails in a foreign language.

1 competences | 2 subjects

create · 5/6

See details

Linked competences

CP40

Linked subjects

Scientific Seminar Techniques For Scientific Work

A97

Present project updates in a foreign language.

1 competences | 2 subjects

apply · 3/6

See details

Linked competences

CP40

Linked subjects

Scientific Seminar Techniques For Scientific Work

A98

Generalize patterns from software cases to broader design principles.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CP41

Linked subjects

Fundamentals Of Artificial Intelligence

A99

Map system behaviours to abstract models.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP41

Linked subjects

Distributed Systems

A100

Elicit user needs through structured interviews.

1 competences | 2 subjects

apply · 3/6

See details

Linked competences

CP42

Linked subjects

Methodology Of Research Activity Techniques For Scientific Work

A101

Observe user interactions in task-based sessions.

1 competences | 2 subjects

apply · 3/6

See details

Linked competences

CP42

Linked subjects

Methodology Of Research Activity Techniques For Scientific Work

A102

Structure a scientific article for journal submission.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP43

Linked subjects

Msc Thesis Preparation

A103

Select interview questions aligned with a research objective.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CT2

Linked subjects

Techniques For Scientific Work

A104

Conduct participant interviews for qualitative data collection.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CT2

Linked subjects

Msc Thesis Preparation

A105

Compare candidate innovation ideas against current ICT technologies.

1 competences | 1 subjects

evaluate · 6/6

See details

Linked competences

CT5

Linked subjects

Special Topics In Artificial Intelligence

A106

Formulate original ICT research hypotheses from emerging needs.

1 competences | 1 subjects

create · 5/6

See details

Linked competences

CT5

Linked subjects

Special Topics In Artificial Intelligence

A107

Review progress against a career development plan.

1 competences | 2 subjects

evaluate · 6/6

See details

Linked competences

CT7

Linked subjects

Research Practice Academic and Technical Writing

A108

Compare findings across technical documents.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CT8

Linked subjects

Text Mining

A109

Summarize research results in concise briefs.

1 competences | 1 subjects

understand · 2/6

See details

Linked competences

CT8

Linked subjects

Data Mining

A110

Collect empirical data from ICT user research sessions.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CT10

Linked subjects

Research Practice

A111

Translate research findings into policy briefs.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CT11

Linked subjects

Msc Thesis Preparation

A112

Prioritize project tasks against deadline and budget constraints.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CT12

Linked subjects

Resource Management In Distributed and Parallel Systems

A113

Allocate project resources to scheduled work packages.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CT12

Linked subjects

Resource Management In Distributed and Parallel Systems

A114

Monitor project milestones against the approved schedule.

1 competences | 1 subjects

analyze · 4/6

See details

Linked competences

CT12

Linked subjects

Resource Management In Distributed and Parallel Systems

A115

Classify copyright status for software deliverables.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CT13

Linked subjects

Devsecops

A116

Document ownership claims for project artifacts.

1 competences | 2 subjects

apply · 3/6

See details

Linked competences

CT13

Linked subjects

Msc Thesis Preparation Devsecops

A117

Select suitable participation channels for citizen research involvement.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CT14

Linked subjects

Special Topics In Artificial Intelligence

A118

Evaluate citizen input against research project objectives.

1 competences | 1 subjects

evaluate · 6/6

See details

Linked competences

CT14

Linked subjects

Msc Thesis Preparation

A119

Evaluate individual mentoring needs through structured conversation notes.

1 competences | 1 subjects

responding · 2/5

See details

Linked competences

CP32

Linked subjects

Msc Thesis Preparation

Responsibility

46 entries

Resolve stakeholder requirement disagreements through evidence-based comparison.

1 competences | 0 subjects

responding · 2/5

See details

Linked competences

CP1

Linked subjects

(no linked subjects)

Document ICT system behavior using operational observations.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP3

Linked subjects

Operating Systems I

Assess machine learning outputs against validation data.

1 competences | 2 subjects

evaluate · 6/6

See details

Linked competences

CP6

Linked subjects

Dynamical Systems In Machine Learning Machine Learning

Compose a structured literature summary for an AI topic.

1 competences | 0 subjects

create · 5/6

See details

Linked competences

CP8

Linked subjects

(no linked subjects)

Adapt digital methods to resolve technical ambiguities.

1 competences | 0 subjects

apply · 3/6

See details

Linked competences

CP16

Linked subjects

(no linked subjects)

Document technical requirements in a structured specification.

1 competences | 0 subjects

create · 5/6

See details

Linked competences

CP17

Linked subjects

(no linked subjects)

Evaluate chart clarity against presentation goals.

1 competences | 0 subjects

evaluate · 6/6

See details

Linked competences

CP18

Linked subjects

(no linked subjects)

Assess prototype behavior against intended use cases.

1 competences | 0 subjects

evaluate · 6/6

See details

Linked competences

CP22

Linked subjects

(no linked subjects)

Interpret results from a software experiment against the hypothesis.

1 competences | 0 subjects

analyze · 4/6

See details

Linked competences

CP34

Linked subjects

(no linked subjects)

R10

Validate calculation outputs against problem constraints.

1 competences | 2 subjects

evaluate · 6/6

See details

Linked competences

CT4

Linked subjects

Operations Research and Optimization Term Rewriting

R11

Verify requirement statements against user feedback.

1 competences | 0 subjects

evaluate · 6/6

See details

Linked competences

CT6

Linked subjects

(no linked subjects)

R12

Store datasets using approved organisational procedures.

1 competences | 0 subjects

apply · 3/6

See details

Linked competences

CT9

Linked subjects

(no linked subjects)

R13

Evaluate grant application completeness against submission requirements.

1 competences | 2 subjects

evaluate · 6/6

See details

Linked competences

CP2

Linked subjects

Msc Thesis Preparation Research Stage

R14

Document research decisions with integrity records.

1 competences | 1 subjects

create · 5/6

See details

Linked competences

CP4

Linked subjects

Research Ethics

R15

Reconstruct software modules from interface evidence.

1 competences | 2 subjects

create · 5/6

See details

Linked competences

CP5

Linked subjects

Penetration Testing Algorithm Synthesis and Mathematical Theory Exploration

R16

Evaluate dataset quality for quantitative software research.

1 competences | 1 subjects

evaluate · 6/6

See details

Linked competences

CP9

Linked subjects

Data Analysis and Programming In R

R17

Evaluate research evidence against project constraints.

1 competences | 1 subjects

evaluate · 6/6

See details

Linked competences

CP10

Linked subjects

Methodology Of Research Activity

R18

Evaluate interview notes against research questions.

1 competences | 1 subjects

evaluate · 6/6

See details

Linked competences

CP11

Linked subjects

Methodology Of Research Activity

R19

Evaluate evidence against a research question.

1 competences | 2 subjects

evaluate · 6/6

See details

Linked competences

CP12

Linked subjects

Automated Theorem Proving Methodology Of Research Activity

R20

Evaluate client feedback against project constraints.

1 competences | 1 subjects

evaluate · 6/6

See details

Linked competences

CP13

Linked subjects

Research Practice

R21

Refine prototype interactions after user feedback.

1 competences | 1 subjects

evaluate · 6/6

See details

Linked competences

CP15

Linked subjects

Research Practice

R22

Justify research decisions using scientific integrity principles.

1 competences | 1 subjects

evaluate · 6/6

See details

Linked competences

CP19

Linked subjects

Research Ethics

R23

Exchange project information with research partners.

1 competences | 2 subjects

responding · 2/5

See details

Linked competences

CP21

Linked subjects

Research Practice Scientific Seminar

R24

Respond to peer review comments on manuscripts.

1 competences | 3 subjects

evaluate · 6/6

See details

Linked competences

CP24

Linked subjects

Academic and Technical Writing Msc Thesis Preparation Research Stage

R25

Justify gender-sensitive research choices in project documentation.

1 competences | 1 subjects

valuing · 3/5

See details

Linked competences

CP27

Linked subjects

Research Ethics

R26

Supervise junior staff during routine technical tasks.

1 competences | 1 subjects

characterization · 5/5

See details

Linked competences

CP28

Linked subjects

Research Stage

R27

Evaluate dataset formats for interoperability.

1 competences | 2 subjects

evaluate · 6/6

See details

Linked competences

CP29

Linked subjects

Big Data Technologies Cloud Security

R28

Apply open data principles to research dataset publication.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP31

Linked subjects

Big Data Technologies

R29

Adapt mentoring approach to individual expectations.

1 competences | 1 subjects

organization · 4/5

See details

Linked competences

CP32

Linked subjects

Research Stage

R30

Maintain professional boundaries during mentoring support.

1 competences | 1 subjects

organization · 4/5

See details

Linked competences

CP32

Linked subjects

Research Stage

R31

Document open source usage for software compliance records.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP33

Linked subjects

Devsecops

R32

Allocate time for research tasks across the schedule.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CP35

Linked subjects

Research Practice

R33

Coordinate innovation exchanges with external organizations.

1 competences | 1 subjects

organization · 4/5

See details

Linked competences

CP36

Linked subjects

Special Topics In Artificial Intelligence

R34

Negotiate collaboration terms for technology transfer arrangements.

1 competences | 1 subjects

responding · 2/5

See details

Linked competences

CP37

Linked subjects

Devsecops

R35

Distribute approved documentation to users.

1 competences | 2 subjects

apply · 3/6

See details

Linked competences

CP38

Linked subjects

Techniques For Scientific Work Distributed Methods and Technologies Based On Xml

R36

Evaluate analogies between technical solutions and problem contexts.

1 competences | 1 subjects

evaluate · 6/6

See details

Linked competences

CP41

Linked subjects

Distributed Systems

R37

Evaluate prototypes against user task goals.

1 competences | 1 subjects

evaluate · 6/6

See details

Linked competences

CP42

Linked subjects

Computer Vision

R38

Draw conclusions from empirical research findings.

1 competences | 2 subjects

evaluate · 6/6

See details

Linked competences

CP43

Linked subjects

Data Mining Msc Thesis Preparation

R39

Prioritize innovation concepts against project feasibility constraints.

1 competences | 1 subjects

evaluate · 6/6

See details

Linked competences

CT5

Linked subjects

Special Topics In Artificial Intelligence

R40

Set personal development goals from practice reflection.

1 competences | 1 subjects

organization · 4/5

See details

Linked competences

CT7

Linked subjects

Research Practice

R41

Plan learning activities for a professional growth cycle.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CT7

Linked subjects

Research Practice

R42

Recruit participants for ICT user research sessions.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CT10

Linked subjects

Msc Thesis Preparation

R43

Schedule ICT user research tasks with participants.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CT10

Linked subjects

Msc Thesis Preparation

R44

Maintain professional relationships with policymakers.

1 competences | 1 subjects

valuing · 3/5

See details

Linked competences

CT11

Linked subjects

Scientific Seminar

R45

Evaluate license obligations for third-party code.

1 competences | 1 subjects

evaluate · 6/6

See details

Linked competences

CT13

Linked subjects

Devsecops

R46

Document citizen contributions in a research activity record.

1 competences | 1 subjects

apply · 3/6

See details

Linked competences

CT14

Linked subjects

Msc Thesis Preparation

Curriculum

The semester structure keeps the curriculum grouped by mandatory, elective, and optional subjects. Expand a row to inspect hours, subject type, linked learning outcomes, and any public syllabus.

Semester 1

Credits: 30 | Total hours/week: 15

Mandatory subjects

Distributed Systems

6 credits

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DF

A99 R36

Fundamentals Of Artificial Intelligence

6 credits

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DF

C49 C54 C62 A98

Research Ethics

2 credits

Lecture 1 Seminar 0 Lab 0 Practical 0 Kind DC

C25 C33 C34 C37 A36 A37 A56 A69 A70 R14 R22 R25

Methodology Of Research Activity

4 credits

Lecture 0 Seminar 0 Lab 2 Practical 0 Kind DF

C29 C30 C31 A45 A46 A47 A48 A49 A50 A84 A100 A101 R17 R18 R19

Elective subjects

6 credits

Advanced Logic and Functional Programming

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

C48

Data Analysis and Programming In R

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

C28 A43 A44 R16

Introduction To Cybersecurity. Prevention, Detection and Mitigation Techniques

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

C26 C56 A38 A39

Operations Research and Optimization

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

C21 A20 R10

6 credits

Architectures For Parallel Computing

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

C20 A3

Distributed Methods and Technologies Based On Xml

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

A89 A94 R35

Dynamical Systems In Machine Learning

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

C4 R3

Cryptography and Information Security

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

C34 C42 C56

Optional subjects

Programming I

6 credits

Lecture 2 Seminar 0 Lab 2 Practical 0 Kind DF

C11 C12 C13 A18

Operating Systems I

5 credits

Lecture 2 Seminar 0 Lab 2 Practical 0 Kind DF

C2 A3 R2

Volunteering I (60h)

2 credits

Lecture 0 Seminar 0 Lab 0 Practical 4 Kind DC

(no linked learning outcomes)

Semester 2

Credits: 30 | Total hours/week: 14

Mandatory subjects

Academic and Technical Writing

6 credits

Lecture 1 Seminar 0 Lab 2 Practical 0 Kind DF

C27 C35 C40 C57 A37 A40 A41 A42 A52 A59 A60 A62 A63 A76 A88 A107 R24

Research Stage

6 credits

Lecture 0 Seminar 0 Lab 2 Practical 0 Kind DS

C40 C43 C55 C58 C59 C60 A65 A66 A67 A68 A76 A80 A83 A84 R13 R24 R26 R29 R30

Elective subjects

6 credits

Multi-agent Systems

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

A10 A11

Devsecops

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

C42 C45 C46 C61 A81 A82 A87 A115 A116 R31 R34 R45

Term Rewriting

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

A28 R10

6 credits

Cloud Security

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

C38 A56 R27

Data Mining

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

C17 C51 A24 A25 A109 R38

Parallel Computing

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

C20 A3

Automated Theorem Proving

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

C19 A28 A67 R19

6 credits

Special Topics In Artificial Intelligence

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

C44 C50 C63 A85 A86 A105 A106 A117 R33 R39

Modeling and Verifying Algorithms In Coq

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

Big Data Technologies

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

C38 C41 A74 A75 A78 A79 R27 R28

Optional subjects

Logical and Functional Programming

4 credits

Lecture 2 Seminar 0 Lab 2 Practical 0 Kind DS

(no linked learning outcomes)

Programming II

6 credits

Lecture 2 Seminar 0 Lab 3 Practical 0 Kind DS

C13 A18

Volunteering II (60h)

2 credits

Lecture 0 Seminar 0 Lab 0 Practical 4 Kind DC

(no linked learning outcomes)

Semester 3

Credits: 30 | Total hours/week: 14

Mandatory subjects

Techniques For Scientific Work

8 credits

Lecture 1 Seminar 0 Lab 3 Practical 0 Kind DS

C47 C55 C57 C58 A57 A84 A89 A90 A91 A92 A93 A94 A95 A96 A97 A100 A101 A103 R35

Machine Learning

8 credits

Lecture 2 Seminar 0 Lab 2 Practical 0 Kind DS

C4 C26 R3

Elective subjects

7 credits

Computer Vision

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

C49 A88 R37

Resource Management In Distributed and Parallel Systems

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

A112 A113 A114

Advanced Neuroscience

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

Computer Virology

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

C26 A38 A39

Metaheuristic Algorithms

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

C21 A20

7 credits

Text Mining

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

C52 C53 A108

Introduction To Quantum Computing

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

C20 C21 C26 A38

Penetration Testing

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

A11 A82 R15

Computational Game Theory

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

C19 C21 A29

Algorithm Synthesis and Mathematical Theory Exploration

Lecture 2 Seminar 0 Lab 1 Practical 0 Kind DS

R15

Optional subjects

Volunteering III (60h)

2 credits

Lecture 0 Seminar 0 Lab 0 Practical 4 Kind DC

(no linked learning outcomes)

Semester 4

Credits: 30 | Total hours/week: 25

Mandatory subjects

Research Practice

8 credits

Lecture 0 Seminar 0 Lab 3 Practical 11 Kind DS

C24 C32 C40 C55 C59 C60 A34 A51 A52 A53 A54 A55 A58 A76 A88 A107 A110 R20 R21 R23 R32 R40 R41

Msc Thesis Preparation

15 credits

Lecture 0 Seminar 0 Lab 8 Practical 0 Kind DS

C36 C39 C50 C51 C61 A35 A62 A64 A77 A102 A104 A111 A116 A118 A119 R13 R24 R38 R42 R43 R46

Scientific Seminar

7 credits

Lecture 0 Seminar 0 Lab 3 Practical 0 Kind DS

C35 A57 A58 A59 A61 A71 A72 A73 A95 A96 A97 R23 R44

Elective subjects

(no elective groups)

Optional subjects

Volunteering IV (60 H)

2 credits

Lecture 0 Seminar 0 Lab 0 Practical 4 Kind DC

(no linked learning outcomes)