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CZECH TECHNICAL UNIVERSITY IN PRAGUE
STUDY PLANS
2023/2024

Mathematical Methods

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Code Completion Credits Range Language
11MAMY Z,ZK 7 3P+3C Czech
Garant předmětu:
Michal Matowicki, Jan Přikryl
Lecturer:
Michal Matowicki, Jan Přikryl
Tutor:
Michal Matowicki, Jan Přikryl
Supervisor:
Department of Applied Mathematics
Synopsis:

Mathematical modeling. The system and its mathematical description. Types of signals. Basic system responses. Convolution. State models. Principle of general / stationary / linear state description. Data measurement. Uncertainty in measured data. Data normalization. Preparation of data for further processing. Linear state model over noisy data. Kalman filter condition estimation. Statistical learning methods. Regression, classification.

Requirements:

Mathematics (in Czech that would be 11LA, 11CAL, 11STAT) physics (11FYZ)

Syllabus of lectures:
Syllabus of tutorials:
Study Objective:

The course deals with the theoretical foundations and applications of mathematical algorithms and numerical procedures used in the field of intelligent transport systems. It functions as a basis for follow-up professional subjects in the field of ITS.

Study materials:

JAMES, Gareth, et al. An introduction to statistical learning. New York: Springer, 2013.

HEATH, Michael T. Scientific computing – An Introductory Survey. 2. vyd. New York: McGraw-Hill, 2002.

OPPENHEIM, Alan V., Alan S. WILLSKY a Syed Hamid NAWAB. Signals and Systems. 2. vyd. Upper Saddle River: Prentice Hall, 1997, 957 s. ISBN 01-381-4757-4

[…]

Note:
Further information:
http://zolotarev.fd.cvut.cz/mamy/
Time-table for winter semester 2023/2024:
Time-table is not available yet
Time-table for summer semester 2023/2024:
06:00–08:0008:00–10:0010:00–12:0012:00–14:0014:00–16:0016:00–18:0018:00–20:0020:00–22:0022:00–24:00
Mon
Tue
roomKO:104
Přikryl J.
09:45–14:45
(lecture parallel221)
Konviktská 20
Počítačová učebna
roomKO:404
Přikryl J.
09:45–14:45
(lecture parallel221)
Konviktská 20
KO:404 posluchárna
Wed
roomKO:104
Přikryl J.
09:45–14:45
(lecture parallel221)
Konviktská 20
Počítačová učebna
roomKO:404
Přikryl J.
09:45–14:45
(lecture parallel221)
Konviktská 20
KO:404 posluchárna
Thu
roomKO:404
Přikryl J.
09:45–14:45
(lecture parallel221)
Konviktská 20
KO:404 posluchárna
roomKO:104
Přikryl J.
09:45–14:45
(lecture parallel221)
Konviktská 20
Počítačová učebna
Fri
The course is a part of the following study plans:
Data valid to 2024-02-29
Aktualizace výše uvedených informací naleznete na adrese https://bilakniha.cvut.cz/en/predmet3815206.html