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CZECH TECHNICAL UNIVERSITY IN PRAGUE
STUDY PLANS
2024/2025
NOTICE: Study plans for the following academic year are available.

Seminar of Applied Mathematics

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Code Completion Credits Range Language
01SAM Z 2 0P+2S Czech
Course guarantor:
Milan Krbálek
Lecturer:
Tutor:
Milan Krbálek
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 2024/2025:
Time-table is not available yet
Time-table for summer semester 2024/2025:
Time-table is not available yet
The course is a part of the following study plans:
Data valid to 2025-04-03
For updated information see http://bilakniha.cvut.cz/en/predmet6345206.html