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CZECH TECHNICAL UNIVERSITY IN PRAGUE
STUDY PLANS
2023/2024

Seminar of Applied Mathematics

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Code Completion Credits Range Language
01SAM Z 2 0P+2S Czech
Garant předmětu:
Václav Klika
Lecturer:
Tutor:
Václav Klika
Supervisor:
Department of Mathematics
Synopsis:

1. Defectoscopy and acoustic emission.

2. Machine learning.

3. Traffic flow dynamics. Dynamics of crowd movement.

4. Digital image processing.

5. Dynamic pricing.

6. Statistical predictions in economics, sociology and psychology.

7. Application of random matrix theory.

Requirements:
Syllabus of lectures:
Syllabus of tutorials:
Study Objective:
Study materials:

Key references:

[1] Chollet, F., Dee: Learning with Python, 2018.

[2] Mehta, M. L.: Random Matrices (3rd ed.), Academic Press, New York, 2004.

[3] Gonzales R. C., Woods R. E.: Digital Image Processing (4th ed.), Pearson, 2018.

Recommended references:

[4] Treiber, M., Kesting, A.: Traffic Flow Dynamics, Springer 2013.

[5] Schadschneider, A., Chowdhury, D., Nishinari, K.: Stochastic Transport in Complex Systems, Elsevier Science & Technology, 2010.

Note:
Time-table for winter semester 2023/2024:
Time-table is not available yet
Time-table for summer semester 2023/2024:
Time-table is not available yet
The course is a part of the following study plans:
Data valid to 2024-07-14
Aktualizace výše uvedených informací naleznete na adrese https://bilakniha.cvut.cz/en/predmet6345206.html