| Course code |
Course title |
Extent of teaching
|
Completion
|
Semester
|
Credits
|
Guarantor |
Instructors |
| QNI-AVM |
Adiabatic computing and variational methods |
2P+2C |
Z,ZK |
* |
6 |
Mareček J. |
Mareček J. |
| NI-AML |
Advanced machine learning |
2P + 1C |
Z,ZK |
L |
5 |
Čepek M. |
Buk Z., Da Silva Alves R., Čepek M., Šimánek P., Rybář V. |
| QNI-PMO |
Advanced Optimization Methods / Conic Optimization |
2P+2C |
Z,ZK |
Z |
6 |
|
|
| BI-ALO |
Algebra and Logic |
2P+1C |
Z,ZK |
L |
4 |
Starý J. |
Starý J. |
| BIE-ZUM.21 |
Artificial Intelligence Fundamentals |
2P+2C |
Z,ZK |
L |
5 |
Surynek P. |
Surynek P. |
| BIK-ZUM.21 |
Artificial Intelligence Fundamentals |
14KP+4KC |
Z,ZK |
L |
5 |
|
|
| BI-ZUM.21 |
Artificial Intelligence Fundamentals |
2P+2C |
Z,ZK |
L |
5 |
Surynek P. |
Surynek P. |
| DD-ZUM |
Artificial Intelligence Fundamentals |
2P+2C |
Z,ZK |
L |
5 |
Surynek P. |
Surynek P. |
| NI-UMI |
Artificial intelligence |
2P+1C |
Z,ZK |
Z |
5 |
Surynek P. |
Surynek P. |
| NI-BML |
Bayesian Methods for Machine Learning |
2P+1C |
KZ |
L |
5 |
Dedecius K. |
Dedecius K., Tichý O. |
| NI-TKA |
Category Theory |
2P+1C |
Z,ZK |
L |
4 |
Starý J. |
Starý J. |
| NIE-VYC |
Computability |
2P+2C |
Z,ZK |
L |
4 |
Starý J. |
Starý J. |
| NI-VYC |
Computability |
2P+2C |
Z,ZK |
L |
4 |
Starý J. |
Starý J. |
| NIE-MVI |
Computational Intelligence Methods |
2P+1C |
Z,ZK |
Z |
5 |
Kordík P. |
Čepek M., Kordík P. |
| NI-MVI |
Computational Intelligence Methods |
2P+1C |
Z,ZK |
Z |
5 |
Kordík P. |
Kordík P. |
| NI-ADM |
Data Mining Algorithms |
2P+1C |
Z,ZK |
L |
5 |
Kordík P. |
Da Silva Alves R., Kordík P., Vašata D. |
| NIE-ADM |
Data Mining Algorithms |
2P+1C |
Z,ZK |
L |
5 |
Kordík P. |
Da Silva Alves R. |
| NI-PDD |
Data Preprocessing |
2P+1C |
Z,ZK |
Z |
5 |
Jiřina M. |
Jiřina M. |
| BI-VIZ.21 |
Data Visualization |
3P |
KZ |
Z |
5 |
Friedjungová M. |
Friedjungová M. |
| FITE-DIF |
Differential equations |
2P+2C |
Z,ZK |
L |
5 |
Bouchala O. |
Bouchala O., Marchesiello A., Valdman J. |
| BI-DML.21 |
Discrete Mathematics and Logic |
2P+1R+1C |
Z,ZK |
Z |
5 |
Spěvák J. |
Dombek D., Legerský J., Spěvák J. |
| BIE-DML.21 |
Discrete Mathematics and Logic |
2P+1R+1C |
Z,ZK |
Z |
5 |
Pernecká E. |
Pernecká E., Rybníčková J. |
| BIK-DML.21 |
Discrete Mathematics and Logic |
14KP+4KC |
Z,ZK |
Z |
5 |
Pernecká E. |
Pernecká E. |
| NI-DDM |
Distributed Data Mining |
3C |
KZ |
L |
4 |
|
|
| NI-EDW |
Enterprise Data Warehouse Systems |
1P+1C |
Z,ZK |
L |
5 |
Friedjungová M. |
Kotlář R., Krejčí J. |
| NI-GLR |
Games and reinforcement learning |
2P+2C |
Z,ZK |
L |
4 |
|
|
| NI-GNN |
Graph Neural Networks |
1P+1C |
Z,ZK |
L |
4 |
Čepek M. |
Čepek M. |
| BI-HMI |
History of Mathematics and Informatics |
2P+1C |
Z,ZK |
L |
3 |
Šolcová A. |
Šolcová A. |
| BIK-HMI |
History of Mathematics and Informatics |
13KP+2KC |
ZK |
L |
3 |
Šolcová A. |
Šolcová A. |
| NIE-HMI |
History of Mathematics and Informatics |
2P+1C |
Z,ZK |
Z |
3 |
Šolcová A. |
Šolcová A. |
| NI-HMI2 |
History of Mathematics and Informatics |
2P+1C |
ZK |
Z |
3 |
Šolcová A. |
Šolcová A. |
| QNI-TIN |
Information Theory |
2P+2C |
Z,ZK |
L |
6 |
Hrabák P. |
Hrabák P. |
| NI-IKM |
Internet and Classification Methods |
1P+1C |
Z,ZK |
L |
4 |
Holeňa M. |
Holeňa M. |
| BIE-IMA2 |
Introduction to Mathematics 2 |
1C |
Z |
Z |
2 |
|
|
| BIK-PKM |
Introduction to Mathematics |
|
Z |
Z |
4 |
Kalvoda T. |
|
| BI-PKM |
Introduction to mathematics |
|
Z |
Z |
4 |
Kalvoda T. |
Kalvoda T. |
| QNI-UKT |
Introduction to Quantum Theory |
2P+2C |
Z,ZK |
Z |
6 |
Štefaňák M. |
Štefaňák M. |
| NI-SZ2 |
Knowledge Engineering Seminar Master II |
2C |
Z |
L,Z |
4 |
Friedjungová M. |
|
| NI-SZ1 |
Knowledge Engineering Seminar Master I |
2C |
Z |
L,Z |
4 |
Friedjungová M. |
|
| BI-ZNS.21 |
Knowledge-based Systems |
2P+2C |
Z,ZK |
Z |
5 |
Jiřina M. |
Jiřina M., Smítková Janků L. |
| BIE-LA1.21 |
Linear Algebra 1 |
2P+1R+1C |
Z,ZK |
Z |
5 |
Forough M. |
Forough M. |
| BIK-LA1.21 |
Linear Algebra 1 |
14KP+4KC |
Z,ZK |
Z |
5 |
Klouda K. |
Klouda K. |
| BI-LA1.21 |
Linear Algebra 1 |
2P+1R+1C |
Z,ZK |
Z |
5 |
Klouda K. |
Kleprlík L., Klouda K., Krásenský J. |
| BIE-LA2.21 |
Linear Algebra 2 |
2P+2C |
Z,ZK |
L |
5 |
Klouda K. |
Forough M., Klouda K. |
| BI-LA2.21 |
Linear Algebra 2 |
2P+2C |
Z,ZK |
L |
5 |
Klouda K. |
Šístek J., Kleprlík L., Klouda K. |
| NI-MLP |
Machine Learning in Practice |
2P+1C |
Z,ZK |
Z |
5 |
Vašata D. |
Hučín J. |
| BIE-ML1.21 |
Machine Learning 1 |
2P+2C |
Z,ZK |
Z |
5 |
Vašata D. |
Da Silva Alves R., Kovalenko A., Vašata D. |
| BI-ML1.21 |
Machine Learning 1 |
2P+2C |
Z,ZK |
Z |
5 |
Vašata D. |
Klouda K., Vašata D. |
| BIE-ML2.21 |
Machine Learning 2 |
2P+2C |
Z,ZK |
L |
5 |
|
|
| BI-ML2.21 |
Machine Learning 2 |
2P+2C |
Z,ZK |
L |
5 |
Vašata D. |
Vašata D. |
| BI-SVZ.21 |
Machine vision and image processing |
2P+2C |
Z,ZK |
L,Z |
5 |
Jiřina M. |
Jiřina M., Kramný D., Novák J. |
| BIE-MA1.21 |
Mathematical Analysis 1 |
2P+1R+1C |
Z,ZK |
L |
5 |
Kalvoda T. |
Marchesiello A. |
| BIK-MA1.21 |
Mathematical Analysis 1 |
14KP+4KC |
Z,ZK |
L |
5 |
Petr I. |
Olšák P. |
| BI-MA1.21 |
Mathematical Analysis 1 |
2P+1R+1C |
Z,ZK |
L |
5 |
Kalvoda T. |
Kalvoda T., Paták P. |
| BIE-MA2.21 |
Mathematical Analysis 2 |
3P+2C |
Z,ZK |
Z |
6 |
Marchesiello A. |
Marchesiello A. |
| BIK-MA2.21 |
Mathematical Analysis 2 |
21KP+4KC |
Z,ZK |
Z |
6 |
Kalvoda T. |
Olšák P. |
| BI-MA2.21 |
Mathematical Analysis 2 |
3P+2C |
Z,ZK |
Z |
6 |
Kalvoda T. |
Kalvoda T., Pernecká E., Petr I. |
| BIE-LOG.21 |
Mathematical Logic |
2P+2C |
Z,ZK |
Z |
5 |
Trlifajová K. |
Trlifajová K. |
| BI-LOG.21 |
Mathematical Logic |
2P+2C |
Z,ZK |
Z |
5 |
Trlifajová K. |
Trlifajová K. |
| NI-MSI |
Mathematical Structures in Computer Science |
2P+1C |
Z,ZK |
L |
4 |
|
|
| NI-MZI |
Mathematics for data science |
2P+1C |
Z,ZK |
L |
4 |
|
|
| NIE-MPI |
Mathematics for Informatics |
3P+2C |
Z,ZK |
Z |
7 |
Starosta Š. |
Dolce F. |
| NI-MPI |
Mathematics for Informatics |
3P+2C |
Z,ZK |
Z |
7 |
Starosta Š. |
Spěvák J., Starosta Š. |
| QNI-MQI |
Mathematics for Quantum Informatics |
2P+2C |
Z,ZK |
Z |
6 |
Starosta Š. |
Kalvoda T., Starosta Š. |
| UNI-MTUI |
Modern technology and artificial intelligence |
2P+2C |
Z,ZK |
L |
5 |
|
|
| NI-NLM |
Neural Language Models |
2P+1C |
Z |
L |
5 |
|
|
| NI-NMS |
Neural Networks, Machine Learning and Randomness |
1P+1C |
Z,ZK |
Z |
4 |
Holeňa M. |
Holeňa M. |
| QNI-NMK |
Numerical methods for quantum computation |
2P+2C |
Z,ZK |
Z |
5 |
Beneš M. |
Beneš M., Fürst J., Valášek M. |
| QNI-OQC |
Optical quantum computing |
2P+1C |
Z,ZK |
Z |
5 |
Gábris A. |
Gábris A. |
| QNI-OVV |
Optimization for Scientific Computing |
2P+1C |
Z,ZK |
|
5 |
Valášek M. |
Valášek M. |
| NIE-PML |
Personalized Machine Learning |
2P+1C |
Z,ZK |
Z |
5 |
Da Silva Alves R. |
Da Silva Alves R. |
| NIE-PDL |
Practical Deep Learning |
2P+1C |
KZ |
Z |
5 |
Klouda K. |
Babakhin Y., Barus M. |
| BI-PRS.21 |
Practical Statistics |
1P+2C |
KZ |
L |
5 |
Novák P. |
Dedecius K., Novák P. |
| BIE-PKM |
Preparatory Mathematics |
|
Z |
Z |
4 |
Kalvoda T. |
|
| BIE-PST.21 |
Probability and Statistics |
2P+2C |
Z,ZK |
Z |
5 |
Dolce F. |
Dolce F. |
| BIK-PST.21 |
Probability and Statistics |
14KP+4KC |
Z,ZK |
Z |
5 |
Hrabák P. |
Vašata D. |
| BI-PST.21 |
Probability and Statistics |
2P+2C |
Z,ZK |
Z |
5 |
Hrabák P. |
Novák P. |
| BI-JUL.21 |
Programming in Julia |
3C |
KZ |
Z |
5 |
Kalvoda T. |
Kalvoda T. |
| BI-QAP |
Quantum algorithms and programming |
1P+2C |
KZ |
Z |
5 |
Petr I. |
Kalvoda T., Petr I. |
| QNI-QC1 |
Quantum Computation 1 |
2P+2C |
Z,ZK |
Z |
6 |
Jiřina M. |
Jiřina M., Petr I. |
| QNI-QC2 |
Quantum Computing 2 |
2P+2C |
Z,ZK |
L |
6 |
Gábris A. |
Gábris A. |
| QNI-QEC |
Quantum error correction |
2P+2C |
Z,ZK |
Z |
5 |
Potoček V. |
Potoček V., Rytíř P. |
| QNI-QML |
Quantum machine learning |
2P+1C |
Z,ZK |
Z |
5 |
Vašata D. |
Vašata D. |
| QNI-QOM |
Quantum Optics, Metrology, Sensing and Imaging |
2P+2C |
Z,ZK |
Z |
5 |
Jex I. |
Jex I. |
| BIE-VMM |
Selected Mathematical Methods |
2P+2C |
Z,ZK |
L |
4 |
Kalvoda T. |
Forough M. |
| BI-VMM |
Selected Mathematical Methods |
2P+2C |
Z,ZK |
L |
4 |
Kalvoda T. |
Forough M. |
| NIE-VSM |
Selected statistical Methods |
4P+2C |
Z,ZK |
L |
7 |
Hrabák P. |
Novák P. |
| NI-VSM |
Selected statistical Methods |
4P+2C |
Z,ZK |
L |
7 |
Hrabák P. |
Hrabák P. |
| NI-PON |
Selected Topics in Optimization and Numerical mathematics |
2P+1C |
Z,ZK |
L |
5 |
Starosta Š. |
Klouda K., Starosta Š., Vašata D. |
| QNI-PON |
Selected Topics in Optimization and Numerical mathematics |
2P+1C |
Z,ZK |
L |
5 |
Klouda K. |
Klouda K. |
| NI-SCR |
Statistical Analysis of Time Series |
2P+1C |
Z,ZK |
Z |
5 |
Dedecius K. |
Dedecius K. |
| NI-LSM2 |
Statistical Modelling Lab |
3C |
KZ |
Z,L |
5 |
Dedecius K. |
Dedecius K. |
| NI-LSM |
Statistical Modelling Lab |
3C |
KZ |
L |
5 |
Dedecius K. |
Dedecius K. |
| NI-TNN |
Theory of Neural Networks |
2P+1C |
Z,ZK |
L |
5 |
Holeňa M. |
Holeňa M. |
|