Branch Details
Mathematical Methods in Information Technology
Original title in Czech: Matematické metody v informačních technologiíchFITAbbreviation: MMMAcad. year: 2017/2018
Programme: Information Technology
Length of Study: 2 years
Accredited from: 30.6.2014Accredited until: 31.12.2022
Profile
The goal of the study branch of Mathematical Methods in Information Technologies is to acquaint students with deeper mathematical roots of information technologies and teach them how to understand, practically apply as well as further develop advanced technologies built on these roots. Within the compulsory courses of the study branch, the students will mainly improve their knowledge of mathematics and of the theoretical basis of computer science and will get familiar with their advanced applications in selected areas of information technologies. In particular, this concerns the areas of compilers, methods of automated analysis, verification, and testing of correctness of computer-based systems, the ares of high performance computing, modeling, simulation and optimization, and/or applications of the game theory as a support of rational strategic decision-making in conflict situations (e.g., in economics, security, etc.). The choice of optional courses together with the diploma thesis will then allow the students to individually narrow down their focus on various theoretical or application areas. The obtained deeper theoretical knowledge and acquaintance with their various applications will allow the graduates to practically apply various highly advanced moder technologies, including non-standard technologies as well as technologies currently under development, will allow them to find positions in companies (or divisions of companies) focused on research and development of new information technologies with a mathematical basis, and/or will give them a solid training for subsequent PhD studies.
Key learning outcomes
Student of the branch acquire deeper theoretical knowledge in mathematics and informatics theory, which will be able to apply practically as well as to develop advanced technologies built on these roots. Study in this branch provide further extension of knowledge mainly in the area of compilers, methods of automated analysis, verification, and testing of correctness of computer-based systems, the area of high performance computing, modeling, simulation and optimization, and/or applications of the game theory as a support of rational strategic decision-making in conflict situations.
Occupational profiles of graduates with examples
- A graduate has a deep knowledge of the mathematical roots of information technologies and their various advanced applications, in particular, compilers, automated methods of analysis, verification, and testing of correctness of computer-based systems, computer-aided modeling, simulation, and optimization, fault tolerance, game theory, high performance computing technologies, cryptography and codes, and/or unconventional and newly emerging computing platforms.
- A graduate is qualified for research, development, and applications of various advanced technologies, including highly unconventional technologies, requiring a deeper understanding of the mathematical roots of computer science. The acquired knowledge of the theoretical basis of information technologies makes the graduate very flexible and able to easily get familiar with new discoveries and technologies.
- Students graduating from the study branch can make their professional career especially in research and development divisions as well as production divisions of various companies and institutions interested in development and applications of advanced technologies from the areas of automated analysis, verification, and testing of computer-based systems; compilers; technologies for synthesis of hardware or software from high-level specifications; modeling, simulation, and optimization of systems (including companies and institutions interested in simulation, prediction, and optimization for the needs of energetics, economics, security, etc.); technologies for high performance computing in science and engineering; and/or technologies for development of critical systems with a special emphasis on reliability and security. Moreover, with respect to their deep knowledge of algorithmics, they can find positions also in other areas of the IT industry, focused on development and maintenance of complex, computationally demanding software products (e.g., within running and optimizing large databases, information systems, computer networks, etc.). An important possibility is also a career of the graduates in science and/or education.
Guarantor
Course structure diagram with ECTS credits
Abbreviation | Title | L. | Cr. | Com. | Compl. | Hr. range | Gr. | Op. |
---|---|---|---|---|---|---|---|---|
MAT | Mathematical Structures in Computer Science | cs, en | 5 | Compulsory | Ex | P - 39 / COZ - 13 | yes | |
TIN | Theoretical Computer Science | cs | 5 | Compulsory | Cr,Ex | yes | ||
STI | Theoretical Computer Science Seminar | cs | 2 | Elective | Cr | yes |
Abbreviation | Title | L. | Cr. | Com. | Compl. | Hr. range | Gr. | Op. |
---|---|---|---|---|---|---|---|---|
SEP | Term Project | cs, en | 5 | Compulsory | GCr | yes |
Abbreviation | Title | L. | Cr. | Com. | Compl. | Hr. range | Gr. | Op. |
---|---|---|---|---|---|---|---|---|
DIP | Master's Thesis | cs, en | 13 | Compulsory | Cr | PR - 169 | yes |
Abbreviation | Title | L. | Cr. | Com. | Compl. | Hr. range | Gr. | Op. |
---|---|---|---|---|---|---|---|---|
FAV | Formal Analysis and Verification | cs | 5 | Compulsory | Cr,Ex | P - 39 / PR - 13 | yes | |
GAL | Graph Algorithms | cs, en | 5 | Compulsory | Ex | P - 39 / PR - 13 | yes | |
THE | Game Theory | cs | 4 | Compulsory | Cr,Ex | yes | ||
VYPa | Compiler Construction | en | 5 | Compulsory | Ex | yes | ||
AEU | English for Europe | cs, en | 3 | Compulsory-optional | Cr,Ex | COZ - 26 | yes | |
FCE | English: Preparatory Course for FCE Exam | cs, en | 3 | Compulsory-optional | Cr | COZ - 26 | yes | |
BIS | Information System Security | cs | 5 | Compulsory-optional | Cr,Ex | P - 39 / PR - 13 | yes | |
FIT | History and Philosophy of Technology | cs, en | 3 | Compulsory-optional | Cr | P - 26 | yes | |
HKO | Communication Skills | cs, en | 3 | Compulsory-optional | Cr | COZ - 26 | yes | |
HKA | Assertiveness and Conflicts | cs | 3 | Compulsory-optional | Cr | COZ - 26 | yes | |
PRM | Fundamentals of Law | cs, en | 3 | Compulsory-optional | Cr | yes | ||
HPR | Presentation Skills | cs | 3 | Compulsory-optional | Cr | COZ - 26 | yes | |
HPO | Personality Psychology | cs | 3 | Compulsory-optional | Cr | COZ - 26 | yes | |
RET | Rhetoric | cs, en | 3 | Compulsory-optional | Cr | yes | ||
SFC | Soft Computing | cs | 5 | Compulsory-optional | Cr,Ex | yes | ||
HVR | Leadership and People Management | cs, en | 3 | Compulsory-optional | Cr | COZ - 26 | yes | |
AIS | Information Systems Analysis and Design | cs | 5 | Elective | Cr,Ex | P - 39 / PR - 13 | yes | |
ACH | Processor Architecture | cs | 5 | Elective | Cr,Ex | P - 39 / Cp - 10 / PR - 13 | yes | |
BMS | Wireless and Mobile Networks | cs | 5 | Elective | Cr,Ex | P - 39 / PR - 13 | yes | |
BIO | Biometric Systems | cs, en | 5 | Elective | Cr,Ex | P - 39 / L - 6 / PR - 7 | yes | |
EIP | Economics of Information Products | cs | 5 | Elective | Ex | P - 26 / COZ - 6 / Cp - 12 / PR - 8 | yes | |
GZN | Graphical and Sound Interfaces and Standards | cs | 5 | Elective | Ex | P - 26 / Cp - 12 / PR - 14 | yes | |
GJA | Graphical User Interfaces in Java | cs, en | 5 | Elective | Cr,Ex | P - 26 / PR - 26 | yes | |
GUX | Graphical User Interfaces in X Window System | cs | 5 | Elective | Ex | P - 26 / PR - 26 | yes | |
GMU | Graphic and Multimedia Processors | cs | 5 | Elective | Cr,Ex | P - 26 / Cp - 8 / PR - 18 | yes | |
HSC | Hardware/Software Codesign | cs, en | 5 | Elective | Cr,Ex | P - 39 / PR - 13 | yes | |
SEN | Intelligent Sensors | cs | 5 | Elective | Cr,Ex | yes | ||
SIN | Intelligent Systems | cs | 5 | Elective | Ex | yes | ||
PGR | Computer Graphics | cs, en | 5 | Elective | Ex | P - 39 / Cp - 6 / PR - 7 | yes | |
POVa | Computer Vision | en | 5 | Elective | Ex | yes | ||
PGPa | Advanced Computer Graphics (in English) | en | 5 | Elective | Ex | P - 26 / PR - 26 | yes | |
PCS | Advanced Digital Systems | cs | 5 | Elective | Ex | P - 26 / Cp - 10 / PR - 16 | yes | |
PDB | Advanced Database Systems | cs, en | 5 | Elective | Cr,Ex | P - 26 / COZ - 6 / Cp - 6 / PR - 14 | yes | |
PKS | Advanced Communication Systems | cs | 5 | Elective | Cr,Ex | P - 39 / L - 6 / PR - 7 | yes | |
PDI | Distributed Application Environment | cs, en | 5 | Elective | Ex | P - 26 / Cp - 6 / PR - 20 | yes | |
ROBa | Robotics | en | 5 | Elective | Ex | yes | ||
SMT | Seminar of Mathematical Structures | cs | 2 | Elective | Cr | yes | ||
SRI | Strategic Management of Information Systems | cs | 5 | Elective | Ex | yes | ||
TAMa | Application Development for Mobile Devices | en | 5 | Elective | GCr | yes | ||
VIN | Computer Art | cs | 5 | Elective | GCr | yes | ||
ZPX | Professional Practice, Abroad | en | 5 | Elective | Cr | yes | ||
ZZN | Knowledge Discovery in Databases | cs | 5 | Elective | Cr,Ex | P - 39 / PR - 13 | yes | |
ZPJa | Natural Language Processing | en | 5 | Elective | Ex | no |
Abbreviation | Title | L. | Cr. | Com. | Compl. | Hr. range | Gr. | Op. |
---|---|---|---|---|---|---|---|---|
FLP | Functional and Logic Programming | cs | 5 | Compulsory | Cr,Ex | P - 26 / Cp - 12 / PR - 14 | yes | |
LOG | Logic | cs | 5 | Compulsory | Cr,Ex | P - 26 / COZ - 26 | yes | |
PRL | Parallel and Distributed Algorithms | cs | 5 | Compulsory | Cr,Ex | yes | ||
PES | Petri Nets | cs | 5 | Compulsory | Ex | P - 39 / Cp - 6 / PR - 7 | yes | |
VNV | High Performance Computations | cs, en | 5 | Compulsory | Ex | yes | ||
AGS | Agents and Multiagent Systems | cs | 5 | Compulsory-optional | Ex | P - 26 / Cp - 13 / PR - 13 | yes | |
BIN | Bio-Inspired Computers | cs | 5 | Compulsory-optional | Ex | P - 26 / Cp - 8 / PR - 18 | yes | |
DJA | Dynamic Languages | cs | 5 | Compulsory-optional | Ex | P - 26 / Cp - 6 / PR - 20 | yes | |
FIK | Philosophy and the Culture | cs, en | 3 | Compulsory-optional | Cr | P - 26 | yes | |
KKO | Data Coding and Compression | cs | 5 | Compulsory-optional | Cr,Ex | P - 26 / PR - 26 | yes | |
HKO | Communication Skills | cs, en | 3 | Compulsory-optional | Cr | COZ - 26 | yes | |
HKA | Assertiveness and Conflicts | cs | 3 | Compulsory-optional | Cr | COZ - 26 | yes | |
KRY | Cryptography | cs | 5 | Compulsory-optional | Cr,Ex | P - 26 / PR - 13 | yes | |
OPM | Optimization | cs | 4 | Compulsory-optional | Cr,Ex | P - 26 / Cp - 13 | yes | |
PRM | Fundamentals of Law | cs, en | 3 | Compulsory-optional | Cr | yes | ||
HPR | Presentation Skills | cs | 3 | Compulsory-optional | Cr | COZ - 26 | yes | |
HPO | Personality Psychology | cs | 3 | Compulsory-optional | Cr | COZ - 26 | yes | |
RET | Rhetoric | cs, en | 3 | Compulsory-optional | Cr | yes | ||
SNT | Simulation Tools and Techniques | cs | 5 | Compulsory-optional | Cr,Ex | yes | ||
SLOa | Complexity | en | 5 | Compulsory-optional | Ex | yes | ||
SSP | Stochastic Processes | cs | 4 | Compulsory-optional | Cr,Ex | P - 26 / CPP - 13 | yes | |
HVR | Leadership and People Management | cs, en | 3 | Compulsory-optional | Cr | COZ - 26 | yes | |
EVO | Applied Evolutionary Algorithms | cs | 5 | Elective | Ex | P - 26 / Cp - 8 / PR - 18 | yes | |
ARC | Parallel System Architecture and Programming | cs | 5 | Elective | Cr,Ex | P - 39 / Cp - 12 / PR - 13 | yes | |
BIF | Bioinformatics | cs | 5 | Elective | Ex | P - 26 / Cp - 12 / PR - 14 | yes | |
FVS | Functional Verification of Digital Systems | cs | 5 | Elective | Ex | P - 26 / L - 8 / PR - 18 | yes | |
FYO | Physical Optics | cs, en | 5 | Elective | Ex | P - 26 / COZ - 13 / PR - 13 | yes | |
WAP | Internet Applications | cs | 5 | Elective | Cr,Ex | yes | ||
MPR | Project Management | cs | 5 | Elective | Cr,Ex | P - 26 / COZ - 4 / Cp - 2 / PR - 20 | yes | |
MEK | Economics for Managers | cs | 5 | Elective | Cr,Ex | P - 26 / COZ - 26 | yes | |
MMAT | Matrices and Tensors Calculus | cs | 5 | Elective | Cr,Ex | P - 26 / Cp - 18 / O - 8 | yes | |
MUL | Multimedia | cs, en | 5 | Elective | Ex | P - 26 / Cp - 13 / PR - 13 | yes | |
NAV | Design of External Adapters and Embedded Systems | cs | 5 | Elective | Ex | P - 26 / L - 16 / PR - 10 | yes | |
NSB | Projecting, Administration and Security | cs | 5 | Elective | Cr,Ex | P - 26 / L - 12 / PR - 6 | yes | |
PIS | Advanced Information Systems | cs | 5 | Elective | Cr,Ex | P - 39 / PR - 13 | yes | |
POS | Advanced Operating Systems | cs | 5 | Elective | Ex | P - 39 / PR - 13 | yes | |
PMA | Project Manager | cs | 5 | Elective | GCr | P - 26 / COZ - 26 | yes | |
PDS | Data Communications, Computer Networks and Protocols | cs, en | 5 | Elective | Ex | P - 39 / COZ - 4 / L - 2 / PR - 7 | yes | |
ROSa | Real-Time Operating Systems | en | 5 | Elective | Ex | yes | ||
STM | Strategic Management | cs | 5 | Elective | Cr,Ex | yes | ||
SPP | Fault Tolerant Systems | cs | 5 | Elective | Cr,Ex | yes | ||
VIZa | Visualization and CAD | en | 5 | Elective | GCr | yes | ||
VYF | Computational Photography | cs | 5 | Elective | GCr | yes | ||
VGE | Computational Geometry | cs, en | 5 | Elective | Ex | yes | ||
ZPX | Professional Practice, Abroad | en | 5 | Elective | Cr | yes | ||
ZPO | Image Processing | cs, en | 5 | Elective | Ex | yes | ||
ZRE | Speech Signal Processing | cs, en | 5 | Elective | Ex | yes |