1. Introduction, basic concept of Matlab, license files, installation, first script,
2. Reading and writing to a file, operations on matrices and vectors, algebraic operations on matrices and their elements, basic linear algebra problems: determinant, inverse and transpose matrices, solving systems of linear equations
3. Fundamentals of code structuring, inner and outer functions, creation of structures
4. Comparison of values, conditions, cycles,
5. Interpolation, numerical integration and derivation
6. Visualization of experimental data, graphs
7. Fourier transform, convolution, FFT, frequency analysis
8. Practical problem: conversion of a complex THz signal from time domain to frequency domain
9. Creation of parametric model, comparison of model and experimental data
10. Parametric model optimization, simplex, gradient methods
11. Practical task: fitting the parameters of a damped harmonic oscilátor
11. Convergence criteria of fitting procedure, error and correlation analysis
12. Practical problem: signal analysis of RLC oscillator and determination of circuit parameters
13. Code optimization, profiling tools
2. Reading and writing to a file, operations on matrices and vectors, algebraic operations on matrices and their elements, basic linear algebra problems: determinant, inverse and transpose matrices, solving systems of linear equations
3. Fundamentals of code structuring, inner and outer functions, creation of structures
4. Comparison of values, conditions, cycles,
5. Interpolation, numerical integration and derivation
6. Visualization of experimental data, graphs
7. Fourier transform, convolution, FFT, frequency analysis
8. Practical problem: conversion of a complex THz signal from time domain to frequency domain
9. Creation of parametric model, comparison of model and experimental data
10. Parametric model optimization, simplex, gradient methods
11. Practical task: fitting the parameters of a damped harmonic oscilátor
11. Convergence criteria of fitting procedure, error and correlation analysis
12. Practical problem: signal analysis of RLC oscillator and determination of circuit parameters
13. Code optimization, profiling tools