Cycle of education: 2020/2021
Course outcomes
Speciality: ......................................
| Symbol | Contents | Reference to the PRK learning outcomes |
|---|---|---|
| K_W01 | Has in-depth, theoretically founded mathematical knowledge, in particular in the field of analysis, algebra, combinatorial analysis, numerical methods, discrete mathematics, statistics. | P7S_WG |
| K_W02 | Knows how to apply mathematical knowledge to solving engineering problems related to data collection and processing. | P7S_WG |
| K_W03 | Knows the methodology of data processing and analysis as well as selected mathematical and statistical methods supporting this process. | P7S_WG |
| K_W04 | Knows selected software packages for symbolic and numerical calculations, necessary for modelling and solving advanced engineering problems in the field of data analysis. | P7S_WG |
| K_W05 | Has in-depth, structured and theoretically founded general knowledge in the field of computer science, in particular scripting, object-oriented and functional languages. | P7S_WG |
| K_W06 | Knows advanced methods, techniques and tools used in solving IT tasks in the field of algorithmics, data structure planning and access to basic computing resources (RAM, number of processor cores, CPU, GPU). | P7S_WG |
| K_W07 | Knows the tools dedicated to data processing with the use of GPU graphics card engines, in particular the CUDA environment. | P7S_WG |
| K_W08 | Knows the Python language on an expert level as applied to data analysis and artificial intelligence. | P7S_WG |
| K_W09 | Knows the basic aspects of the ICT-ITIL v4 project life cycle standard. | P7S_WG |
| K_W10 | Has advanced mathematical knowledge in the area of data mining methods. | P7S_WG |
| K_W11 | Knows popular tools for data analysis, statistical analysis and data visualization. | P7S_WG |
| K_W12 | Has knowledge of the English language at an advanced level and knows specialist mathematical and IT vocabulary. | P7S_WG |
| K_W13 | Has knowledge of the functioning of the workplace; knowledge of the organizational structure and management structure, relations between organizational units of the workplace and relations with the external environment. | P7S_WK |
| K_W14 | Has knowledge of the social consequences of collecting, storing and analyzing data. | P7S_WK |
| K_W15 | Has knowledge of the types of data and their analysis in selected economic and social areas, in particular in industry, medicine and economics. | P7S_WK |
| K_W16 | Has knowledge of project and risk management. | P7S_WK |
| K_W17 | Has knowledge of selected issues in the history of the development of science. | P7S_WK |
| K_U01 | Is able to solve analytically problems in the field of advanced mathematics, in particular analysis, algebra, combinatorial analysis, discrete mathematics and statistics. | P7S_UW |
| K_U02 | Using appropriate software, can solve practical tasks in the field of analysis, algebra, numerical methods, discrete mathematics, combinatorial analysis. | P7S_UW |
| K_U03 | Using appropriate software, can verify hypotheses, perform statistical inference and create models appropriate for the phenomenon studied. | P7S_UW |
| K_U04 | Can use mathematical knowledge to optimize both hardware and software solutions; can use analytical and experimental methods to formulate and solve IT tasks and tasks related to data collection and processing. | P7S_UW |
| K_U05 | Can use the acquired mathematical knowledge as well as IT methods and tools to describe processes, create and analyze models, write algorithms and other activities in the field of data processing and analysis, can notice system and non-technical aspects of actions taken in the field of ICT and data analysis. | P7S_UW |
| K_U06 | Can obtain information and data from literature, warehouses, databases and other sources (including English); additionally, can integrate them, interpret them, visualize them, and draw conclusions and formulate opinions. | P7S_UW |
| K_U07 | Can plan and carry out experiments (including computational experiments and computer simulations), and then, visualize, interpret the obtained results and draw conclusions. | P7S_UW |
| K_U08 | Has the ability to formulate algorithms and their programming with the use of popular IT tools and programming languages, is able to apply algorithmic methods and algorithms to solve practical problems. | P7S_UW |
| K_U09 | Can evaluate the usefulness of methods, techniques and mathematical and IT tools; can select and apply the appropriate method and tools for typical tasks related to the collection, processing and analysis of data. | P7S_UW |
| K_U10 | Can propose a solution to a complex problem in the field of data analysis with the use of popular, ready-made programming libraries. | P7S_UW |
| K_U11 | Thinks analytically and scientifically; tries to solve problems in the field of data analysis using various methodologies and selecting available tools appropriately. | P7S_UW |
| K_U12 | Knows and is able to diagnose accurately selected aspects in the area of cybersecurity, data processing and broadly understood teleinformation systems. | P7S_UW |
| K_U13 | Can manage an ICT project in at least two different methodologies, as well as identify, estimate and, to some extent, address the risk in an ICT project. | P7S_UW |
| K_U14 | When formulating and solving problems in the field of collecting, storing, processing and analyzing data, can notice their social and economic aspects. | P7S_UW |
| K_U15 | Knows and is able to use the safety rules applicable in workplaces (places of apprenticeship). | P7S_UW |
| K_U16 | Has the ability to carry out complex tasks related to the functioning of workplaces, using modern methods and tools (e.g. the ability to carry out appropriate analyses and use appropriate software for this purpose). The skill is also acquired through internships or apprenticeships. | P7S_UW |
| K_U17 | Can use a foreign language (e.g. English) at the B2 + level of the European System for the Description of Language Education and a specialist language. | P7S_UK |
| K_U18 | Can use data visualization techniques so as to be able to report the results of data analysis to various types of audience. | P7S_UK |
| K_U19 | Is able to work in a team, plan and organize individual and team work, lead a team, take part in discussions in order to deepen, clarify the topic and solve the problem. | P7S_UK P7S_UO |
| K_U20 | Has the ability to self-study; is able to plan and implement the learning process; is also able to encourage and involve people in their circle in the learning process. | P7S_UU |
| K_K01 | Understands the need and knows the possibilities of further education and improving professional, personal and social qualifications; can critically evaluate the possessed knowledge. | P7S_KK |
| K_K02 | Thinks creatively; can act creatively and enterprisingly. | P7S_KK P7S_KO |
| K_K03 | Can take care of the quality and diligence of the performed tasks and the linguistic correctness of formulated conclusions and opinions. | P7S_KO |
| K_K04 | Is responsible for their own work and the results of decisions made, is able to comply with the rules of working in a group as a leader and a member of the team; is able to inspire and organize the learning process of other people; is responsible for the tasks performed jointly. | P7S_KO P7S_KR |
| K_K05 | Can demonstrate effectiveness in the organization and implementation of various types of projects, i.e., social projects, research and development or programming and implementation projects, included in the study program or carried out outside of studies. | P7S_KO P7S_KR |
| K_K06 | Observes, upholds and develops the principles of law, ethics and professional traditions, and pays attention to the observance and development of these principles by others. | P7S_KO P7S_KR |