Udemy - Master the Fourier Transform and Its Applications (1.2025)
File List
| File | Size |
|---|---|
| 01. Introduction to the Fourier transform/1. Course materials (reader, MATLAB code, Python code).html | 30 B |
| 01. Introduction to the Fourier transform/1. Fourier_intro.zip | 682.41 KB |
| 01. Introduction to the Fourier transform/2. Nontechnical description of Fourier transform.mp4 | 10.35 MB |
| 01. Introduction to the Fourier transform/2. Nontechnical description of Fourier transform.vtt | 7.54 KB |
| 01. Introduction to the Fourier transform/3. Examples of Fourier transform applications.mp4 | 22.75 MB |
| 01. Introduction to the Fourier transform/3. Examples of Fourier transform applications.vtt | 14.66 KB |
| 01. Introduction to the Fourier transform/4. MATLAB, Octave, Python, or just watch.mp4 | 27.97 MB |
| 01. Introduction to the Fourier transform/4. MATLAB, Octave, Python, or just watch.vtt | 6.35 KB |
| 01. Introduction to the Fourier transform/5. Using Udemy like a pro.mp4 | 25.68 MB |
| 01. Introduction to the Fourier transform/5. Using Udemy like a pro.vtt | 10.63 KB |
| 02. Foundations of the Fourier transform/1. Course materials (reader, MATLAB code, Python code, exercises).html | 138 B |
| 02. Foundations of the Fourier transform/1. Fourier_foundations.zip | 1.36 MB |
| 02. Foundations of the Fourier transform/2. Complex numbers.mp4 | 31.94 MB |
| 02. Foundations of the Fourier transform/2. Complex numbers.vtt | 15.74 KB |
| 02. Foundations of the Fourier transform/3. xkcd explanation of why we need complex numbers.html | 121 B |
| 02. Foundations of the Fourier transform/4. Euler's formula e^ik.mp4 | 42.19 MB |
| 02. Foundations of the Fourier transform/4. Euler's formula e^ik.vtt | 10.21 KB |
| 02. Foundations of the Fourier transform/5. Sine waves and complex sine waves.mp4 | 42.43 MB |
| 02. Foundations of the Fourier transform/5. Sine waves and complex sine waves.vtt | 15.44 KB |
| 02. Foundations of the Fourier transform/6. Dot product.mp4 | 37.36 MB |
| 02. Foundations of the Fourier transform/6. Dot product.vtt | 19.17 KB |
| 02. Foundations of the Fourier transform/7. Complex dot product.mp4 | 33.67 MB |
| 02. Foundations of the Fourier transform/7. Complex dot product.vtt | 10.29 KB |
| 03. The discrete Fourier transform/1. Course materials (reader, MATLAB code, Python code, exercises).html | 69 B |
| 03. The discrete Fourier transform/1. Fourier_DTFT.zip | 276.01 KB |
| 03. The discrete Fourier transform/10. Averaging Fourier coefficients.mp4 | 26.48 MB |
| 03. The discrete Fourier transform/10. Averaging Fourier coefficients.vtt | 10.73 KB |
| 03. The discrete Fourier transform/11. The DC (zero frequency) component.mp4 | 17.69 MB |
| 03. The discrete Fourier transform/11. The DC (zero frequency) component.vtt | 8.91 KB |
| 03. The discrete Fourier transform/12. Amplitude spectrum vs. power spectrum.mp4 | 16.34 MB |
| 03. The discrete Fourier transform/12. Amplitude spectrum vs. power spectrum.vtt | 7.79 KB |
| 03. The discrete Fourier transform/13. A note about terminology of Fourier features.mp4 | 15.38 MB |
| 03. The discrete Fourier transform/13. A note about terminology of Fourier features.vtt | 5.97 KB |
| 03. The discrete Fourier transform/2. How the discrete Fourier transform works.mp4 | 41.04 MB |
| 03. The discrete Fourier transform/2. How the discrete Fourier transform works.vtt | 14.07 KB |
| 03. The discrete Fourier transform/3. Converting indices to frequencies.mp4 | 25.55 MB |
| 03. The discrete Fourier transform/3. Converting indices to frequencies.vtt | 9.81 KB |
| 03. The discrete Fourier transform/4. Converting indices to frequencies part 2.mp4 | 30.41 MB |
| 03. The discrete Fourier transform/4. Converting indices to frequencies part 2.vtt | 16.6 KB |
| 03. The discrete Fourier transform/5. Shortcut Converting indices to frequencies.mp4 | 55.7 MB |
| 03. The discrete Fourier transform/5. Shortcut Converting indices to frequencies.vtt | 13.08 KB |
| 03. The discrete Fourier transform/6. Normalized time vector.mp4 | 34.35 MB |
| 03. The discrete Fourier transform/6. Normalized time vector.vtt | 11.8 KB |
| 03. The discrete Fourier transform/7. Positive and negative frequencies.mp4 | 8.78 MB |
| 03. The discrete Fourier transform/7. Positive and negative frequencies.vtt | 5.39 KB |
| 03. The discrete Fourier transform/8. Accurate scaling of Fourier coefficients.mp4 | 38.5 MB |
| 03. The discrete Fourier transform/8. Accurate scaling of Fourier coefficients.vtt | 7.69 KB |
| 03. The discrete Fourier transform/9. Interpreting phase values.mp4 | 10.02 MB |
| 03. The discrete Fourier transform/9. Interpreting phase values.vtt | 5.66 KB |
| 04. The discrete inverse Fourier transform/1. Course materials (reader, MATLAB code, Python code, exercises).html | 50 B |
| 04. The discrete inverse Fourier transform/1. Fourier_inverse.zip | 178.04 KB |
| 04. The discrete inverse Fourier transform/2. How and why it works.mp4 | 37.35 MB |
| 04. The discrete inverse Fourier transform/2. How and why it works.vtt | 12.5 KB |
| 04. The discrete inverse Fourier transform/3. Inverse Fourier transform for bandstop filtering.mp4 | 53.88 MB |
| 04. The discrete inverse Fourier transform/3. Inverse Fourier transform for bandstop filtering.vtt | 8.71 KB |
| 05. The fast Fourier transform/1. Course materials (reader, MATLAB code, Python code, exercises).html | 93 B |
| 05. The fast Fourier transform/1. Fourier_FFT.zip | 190.78 KB |
| 05. The fast Fourier transform/2. How it works, speed tests.mp4 | 22.68 MB |
| 05. The fast Fourier transform/2. How it works, speed tests.vtt | 8.5 KB |
| 05. The fast Fourier transform/3. The fast inverse Fourier transform.mp4 | 8.06 MB |
| 05. The fast Fourier transform/3. The fast inverse Fourier transform.vtt | 2.65 KB |
| 05. The fast Fourier transform/4. The perfection of the Fourier transform.mp4 | 31.46 MB |
| 05. The fast Fourier transform/4. The perfection of the Fourier transform.vtt | 7.47 KB |
| 05. The fast Fourier transform/5. Using the fft on matrices.mp4 | 58.08 MB |
| 05. The fast Fourier transform/5. Using the fft on matrices.vtt | 8.81 KB |
| 06. Frequency resolution and zero padding/1. Course materials (reader, MATLAB code, Python code, exercises).html | 59 B |
| 06. Frequency resolution and zero padding/1. Fourier_freqres0pad.zip | 192.96 KB |
| 06. Frequency resolution and zero padding/2. Sampling and frequency resolution.mp4 | 36.98 MB |
| 06. Frequency resolution and zero padding/2. Sampling and frequency resolution.vtt | 19.4 KB |
| 06. Frequency resolution and zero padding/3. Time-domain zero padding.mp4 | 73.39 MB |
| 06. Frequency resolution and zero padding/3. Time-domain zero padding.vtt | 13.14 KB |
| 06. Frequency resolution and zero padding/4. Frequency-domain zero padding.mp4 | 20.84 MB |
| 06. Frequency resolution and zero padding/4. Frequency-domain zero padding.vtt | 9.18 KB |
| 06. Frequency resolution and zero padding/5. Sampling rate vs. signal length.mp4 | 26.76 MB |
| 06. Frequency resolution and zero padding/5. Sampling rate vs. signal length.vtt | 11.05 KB |
| 06. Frequency resolution and zero padding/6. Course tangent self-accountability in online learning.mp4 | 9.45 MB |
| 06. Frequency resolution and zero padding/6. Course tangent self-accountability in online learning.vtt | 3.72 KB |
| 07. Aliasing, stationarity, and violations/1. Course materials (reader, MATLAB code, Python code, exercises).html | 69 B |
| 07. Aliasing, stationarity, and violations/1. Fourier_aliasStation.zip | 1.28 MB |
| 07. Aliasing, stationarity, and violations/2. Aliasing.mp4 | 31.27 MB |
| 07. Aliasing, stationarity, and violations/2. Aliasing.vtt | 11.44 KB |
| 07. Aliasing, stationarity, and violations/3. Signal stationarity and non-stationarities.mp4 | 22.59 MB |
| 07. Aliasing, stationarity, and violations/3. Signal stationarity and non-stationarities.vtt | 6.39 KB |
| 07. Aliasing, stationarity, and violations/4. Effects of non-stationarities on the power spectrum.mp4 | 126.88 MB |
| 07. Aliasing, stationarity, and violations/4. Effects of non-stationarities on the power spectrum.vtt | 18.98 KB |
| 07. Aliasing, stationarity, and violations/5. Solution to understanding nonstationary time series.mp4 | 70.6 MB |
| 07. Aliasing, stationarity, and violations/5. Solution to understanding nonstationary time series.vtt | 16.13 KB |
| 07. Aliasing, stationarity, and violations/6. Windowing and Welch's method.mp4 | 31.13 MB |
| 07. Aliasing, stationarity, and violations/6. Windowing and Welch's method.vtt | 12.03 KB |
| 07. Aliasing, stationarity, and violations/7. Instantaneous frequency.mp4 | 39.71 MB |
| 07. Aliasing, stationarity, and violations/7. Instantaneous frequency.vtt | 14.02 KB |
| 08. 2D Fourier transform/1. Course materials (reader, MATLAB code, Python code, exercises).html | 69 B |
| 08. 2D Fourier transform/1. Fourier_2D.zip | 109.83 KB |
| 08. 2D Fourier transform/2. How the 2D FFT works.mp4 | 85.82 MB |
| 08. 2D Fourier transform/2. How the 2D FFT works.vtt | 12.88 KB |
| 09. Applications of the Fourier transform/1. Course materials (reader, MATLAB code, Python code, exercises).html | 75 B |
| 09. Applications of the Fourier transform/1. Fourier_apps.zip | 1.15 MB |
| 09. Applications of the Fourier transform/2. Rhythmicity in walking (gait).mp4 | 17.19 MB |
| 09. Applications of the Fourier transform/2. Rhythmicity in walking (gait).vtt | 7.2 KB |
| 09. Applications of the Fourier transform/3. Rhythmicity in electrical brain waves.mp4 | 25.22 MB |
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