(in Polish) Informatyka i ekonometria, stacjonarne, pierwszego stopnia (IEDZ1_19)

possess maturity certificate, positive result of the enrolment procedure

Resolution No. 464/XXVI/XV/2019 of the Senate of Bialystok University of Technology of 27 June 2019 on determining the learning outcomes for the studies commencing in the academic year 2019/2020 at Bialystok University of Technology
Learning outcomes for the first cycle programme in the field of study Computer science and econometrics, practical profile
Reference to the National Qualifications Framework (NQF) and the second stage level descriptors of the Polish Qualifications Framework (PQF) and the reference to the engineering competences

Symbol of the learning outcome - Description of learning outcomes; The graduate - Reference to the National Qualifications Framework - Reference to the second stage level descriptors of the PQF - Reference to the engineering competences

Knowledge:
K_W01 - Has basic knowledge of mathematics including: algebra, analysis, logic, multiplicity theory, discrete mathematics, calculus of probability, statistics and elements of applied mathematics. Knows mathematical and numerical methods useful for formulating and solving tasks in the field of computer science, applications in economics and finance - S1P_W06, T1P_W01, T1P_W02, T1P_W07 - P6S_WG
K_W02 - Has extensive knowledge of the structure and principles of operation of a computer system and individual components at the level of software model and operating systems - T1P_W03, T1P_W04 - P6S_WG - P6S_WG
K_W03 - Knows selected programming paradigms (in particular imperative, structural, object-oriented and declarative) and the programming languages that implement them - T1P_W03, T1P_W04, T1P_W07 - P6S_WG
K_W04 - Has knowledge of algorithms and data structures and methods of artificial intelligence, as well as their applications in solving engineering and scientific problems - T1P_W03, T1P_W04, T1P_W07 - P6S_WG
K_W05 - Has the knowledge needed to specify, design, develop, maintain and test general purpose information systems and their components. Knows software engineering tools and techniques, and selected patterns (patterns, architectures and good practices), including directions of their development - T1P_W03, T1P_W04, T1P_W05, T1P_W06, T1P_W07 - P6S_WG - P6S_WG
K_W06 - Has a structured knowledge of designing and using relational databases and extracting information from them - S1P_W06, T1P_W03, T1P_W07 - P6S_WG - P6S_WG
K_W07 - Has a structured knowledge of data transmission and computer networks. Has basic knowledge of security of computer networks and systems - T1P_W03, T1P_W04, T1P_W07 - P6S_WG - P6S_WG
K_W08 - Knows the techniques of network (including web) and mobile application development - T1P_W04, T1P_W05, T1P_W07 - P6S_WG - P6S_WG
K_W09 - Has basic knowledge of data acquisition, representation, processing and visualisation using various methods including: artificial intelligence - T1P_W03, T1P_W07 - P6S_WG
K_W10 - Has basic knowledge of creating, running and developing business (also individual), including IT ventures. Knows basic principles of quality management of products and services - S1P_W11, T1P_W09, T1P_W11 - P6S_WK - P6S_WK
K_W11 - Has basic knowledge necessary to understand social, economic, legal and other non-technical conditions of professional activity - S1P_W01, S1P_W02, T1P_W08 - P6S_WK
K_W12 - knows basic terms and principles concerning protection of industrial property and copyright, and is able to use patent information resources - S1P_W10, T1P_W10 - P6S_WK
K_W13 - Has knowledge of methods of modelling and interpreting basic economic categories and processes - S1P_W06 - P6S_WG, P6S_WK
K_W14 - Has knowledge of the structure and functioning of the market, including the financial market, about market regularities of choices made by investors, consumers and producers of goods and services - S1P_W07,S1P_W08 - P6S_WG, P6S_WK
K_W15 - Has knowledge of legal and organisational norms and rules concerning economic structures and institutions, as well as their governing principles and methods of operation - S1P_W07 - P6S_WG, P6S_WK
K_W16 - has basic knowledge of norms and technical standards, mainly related to computer science - T1P_W07 - P6S_WG

Skills:
K_U01 - is able to analyse and solve problems formulated in the language of mathematics which are applicable in computer science, econometrics and finance - S1P_U04, T1P_U08, T1P_U09 - P6S_UW - P6S_UW
K_U02 - is able to use the known analytical and numerical methods, experimental and simulation techniques in design, creation and analysis of IT systems - T1P_W08, T1P_W09 - P6S_UW - P6S_UW
K_U03 - Is able to design, also in a way aiming at memory and time optimisation, a programme solving a given problem, to implement and test it. Can select appropriate algorithms and data structures for a given programming problem. Can estimate the time and memory cost of the presented solution - T1P_U08, T1P_U09, T1P_U15 - P6S_UW - P6S_UW
K_U04 - can develop computer systems using high-level programming languages, uses mechanisms and resources provided by these systems - T1P_U13,T1P_U15 - P6S_UW - P6S_UW
K_U05 - Can independently and in a team: specify, design, implement and test information systems and their components meeting the users' requirements, selecting the appropriate tools - T1P_U02, T1P_U07, T1P_U09, T1P_U14, T1P_U15, T1P_U16, T1P_U17 - P6S_UW - P6S_UW
K_U06 - Can design and implement a database, including a relational one, and use its resources in information systems. Can do basic database administration - T1P_U10, T1P_U15, T1P_U16, T1P_U17 - P6S_UW - P6S_UW
K_U07 - Is able to build simple computer networks, secure them to a basic extent and perform simple administrative actions - T1P_U13, T1P_U15, T1P_U16, T1P_U17 - P6S_UW - P6S_UW
K_U08 - is able to design and implement network (including web) and mobile applications - T1P_U09, T1P_U10, T1P_U13, T1P_U14, T1P_U15, T1P_U16 - P6S_UW
K_U09 - is able to acquire, process and visualise data, using methods adequate to the problem - T1P_U09, T1P_U15 - P6S_UW - P6S_ UW
K_U10 - Designs and creates interfaces of information systems and their components - T1P_U14, T1P_U15, T1P_U16 - P6S_UW
K_U11 - Is able to work in a team taking on different roles within it. Plans the work by identifying and defining tasks and verifies its execution - T1P_U07, T1P_U12, T1P_U14 - P6S_UO
K_U12 - Communicates in Polish and foreign languages, both with IT specialists and with people without IT knowledge, using the latest ICT techniques, in order to specify, design, implement, test, implement and analyse IT systems - S1P_U09, S1P_U10, S1P_U11, T1P_U02, T1P_U06, T1P_U07 - P6S_UK
K_U13 - presents, on the basis of materials prepared individually and acquired from sources, orally and in writing, in Polish and a foreign language, using the latest ICT techniques and in a way comprehensible also to non IT specialists, technical issues in the field of computer science and its applications, and the results of his/her work - S1P_U09, S1P_U10, S1P_U11, T1P_U01, T1P_U03, T1P_U04, T1P_U05, T1P_U06, T1P_U07 - P6S_UK
K_U14 - Has the necessary preparation for work as an IT specialist and knows the safety rules related to this work - T1P_U11 - P6S_UO
K_U15 - Carries out and interprets quantitative and qualitative economic and financial analyses - S1P_U01, S1P_U02, S1P_U07, S1P_U08 - P6S_UW - P6S_UW
K_U16 - Builds and verifies econometric models, performs econometric analyses of the financial market and business activities, draws conclusions on investment opportunities, develops plans to make decisions and makes their adjustments - S1P_U03, S1P_U04, S1P_U06, S1P_U07 - P6S_UW - P6S_UW
K_U17 - Correctly qualifies and decrements basic economic events using the balance sheet and tax law, correctly evaluates the impact of economic events on changes in the situation of the economic entity - S1P_U05, S1P_U06 - P6S_UW - P6S_UW
K_U18 - Is able to use norms and technical standards, mainly related to computer science - T1P_U19 - P6S_UW - P6S_UW
K_U19 - Has experience in solving practical tasks and applying technologies specific to computer science and econometrics, gained in an environment of professional engineering activity - T1P_U18 - P6S_UW - P6S_UW

Social competence:
K_K01 - understands the need for lifelong learning, especially in order to improve their professional and personal competences - S1P_K01, S1P_K06, T1P_K01 - P6S_UU
K_K02 - Is able to think and act in an entrepreneurial way - S1P_K07, T1P_K06 - P6S_KO
K_K03 - Is able to work in a group, taking various roles in it - S1P_K02, T1P_K03 - P6S_KO
K_K04 - Is able to set priorities, identify and solve dilemmas related to the completion of a task defined by oneself or others - S1P_K03, S1P_K04, T1P_K05 - P6S_KK
K_K05 - is aware of the importance and understanding of the non-technical aspects and effects of engineering activities, including their impact on the environment, and accordingly takes responsibility for the decisions taken - T1P_K02 - P6S_KK, P6S_KR
K_K06 - Is aware of the social role of a technical university graduate, especially understands the need to formulate and communicate to the society, among others through mass media, information and opinions on the achievements of computer science and other aspects of computer science activity. Undertakes efforts to communicate such information and opinions in a commonly understood way - S1P_K05, T1P_K07 - P6S_KO, P6S_UK
K_K07 - Acts ethically and professionally. Understands and appreciates the importance of honesty in the IT profession - S1P_K04, T1P_K02, T1P_K05 - P6S_KR

Meaning of symbols:
K - learning outcomes for the field of study Computer science and econometrics
W – category of knowledge
U – category of skills
K – category of social competence
01, 02, 03... - number of learning outcome
Description of symbols according to the Polish Qualifications Framework (pursuant to the Act of 22 December 2015 on the Integrated Qualifications System):
P6S - learning outcomes for first cycle studies according to the Polish Qualifications Framework (qualifications obtained typical for higher education (second stage descriptors) - LEVEL 6, general academic profile);
P = PQF level (1...8)
S - level descriptor typical for higher education
W - knowledge (the graduate knows and understands):
G = depth and scope, K = context;
U - skills (the graduate can):
W = applying knowledge; K = communicating; O = organising work; U = learning;
K - social competence (the graduate is ready to):
K = critical evaluation; O = responsibility; R = professional role.