Udemy - Master the Fourier transform and its applications (1.2025)

File Name

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 kB

01. Introduction to the Fourier transform/2. Nontechnical description of Fourier transform.mp4

10 MB

01. Introduction to the Fourier transform/2. Nontechnical description of Fourier transform.vtt

7.5 kB

01. Introduction to the Fourier transform/3. Examples of Fourier transform applications.mp4

23 MB

01. Introduction to the Fourier transform/3. Examples of Fourier transform applications.vtt

15 kB

01. Introduction to the Fourier transform/4. MATLAB, Octave, Python, or just watch.mp4

28 MB

01. Introduction to the Fourier transform/4. MATLAB, Octave, Python, or just watch.vtt

6.4 kB

01. Introduction to the Fourier transform/5. Using Udemy like a pro.mp4

26 MB

01. Introduction to the Fourier transform/5. Using Udemy like a pro.vtt

11 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

1.4 MB

02. Foundations of the Fourier transform/2. Complex numbers.mp4

32 MB

02. Foundations of the Fourier transform/2. Complex numbers.vtt

16 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 MB

02. Foundations of the Fourier transform/4. Euler's formula e^ik.vtt

10 kB

02. Foundations of the Fourier transform/5. Sine waves and complex sine waves.mp4

42 MB

02. Foundations of the Fourier transform/5. Sine waves and complex sine waves.vtt

15 kB

02. Foundations of the Fourier transform/6. Dot product.mp4

37 MB

02. Foundations of the Fourier transform/6. Dot product.vtt

19 kB

02. Foundations of the Fourier transform/7. Complex dot product.mp4

34 MB

02. Foundations of the Fourier transform/7. Complex dot product.vtt

10 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 kB

03. The discrete Fourier transform/10. Averaging Fourier coefficients.mp4

26 MB

03. The discrete Fourier transform/10. Averaging Fourier coefficients.vtt

11 kB

03. The discrete Fourier transform/11. The DC (zero frequency) component.mp4

18 MB

03. The discrete Fourier transform/11. The DC (zero frequency) component.vtt

8.9 kB

03. The discrete Fourier transform/12. Amplitude spectrum vs. power spectrum.mp4

16 MB

03. The discrete Fourier transform/12. Amplitude spectrum vs. power spectrum.vtt

7.8 kB

03. The discrete Fourier transform/13. A note about terminology of Fourier features.mp4

15 MB

03. The discrete Fourier transform/13. A note about terminology of Fourier features.vtt

6.0 kB

03. The discrete Fourier transform/2. How the discrete Fourier transform works.mp4

41 MB

03. The discrete Fourier transform/2. How the discrete Fourier transform works.vtt

14 kB

03. The discrete Fourier transform/3. Converting indices to frequencies.mp4

26 MB

03. The discrete Fourier transform/3. Converting indices to frequencies.vtt

9.8 kB

03. The discrete Fourier transform/4. Converting indices to frequencies part 2.mp4

30 MB

03. The discrete Fourier transform/4. Converting indices to frequencies part 2.vtt

17 kB

03. The discrete Fourier transform/5. Shortcut Converting indices to frequencies.mp4

56 MB

03. The discrete Fourier transform/5. Shortcut Converting indices to frequencies.vtt

13 kB

03. The discrete Fourier transform/6. Normalized time vector.mp4

34 MB

03. The discrete Fourier transform/6. Normalized time vector.vtt

12 kB

03. The discrete Fourier transform/7. Positive and negative frequencies.mp4

8.8 MB

03. The discrete Fourier transform/7. Positive and negative frequencies.vtt

5.4 kB

03. The discrete Fourier transform/8. Accurate scaling of Fourier coefficients.mp4

38 MB

03. The discrete Fourier transform/8. Accurate scaling of Fourier coefficients.vtt

7.7 kB

03. The discrete Fourier transform/9. Interpreting phase values.mp4

10 MB

03. The discrete Fourier transform/9. Interpreting phase values.vtt

5.7 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 kB

04. The discrete inverse Fourier transform/2. How and why it works.mp4

37 MB

04. The discrete inverse Fourier transform/2. How and why it works.vtt

12 kB

04. The discrete inverse Fourier transform/3. Inverse Fourier transform for bandstop filtering.mp4

54 MB

04. The discrete inverse Fourier transform/3. Inverse Fourier transform for bandstop filtering.vtt

8.7 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

191 kB

05. The fast Fourier transform/2. How it works, speed tests.mp4

23 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

8.1 MB

05. The fast Fourier transform/3. The fast inverse Fourier transform.vtt

2.7 kB

05. The fast Fourier transform/4. The perfection of the Fourier transform.mp4

32 MB

05. The fast Fourier transform/4. The perfection of the Fourier transform.vtt

7.5 kB

05. The fast Fourier transform/5. Using the fft on matrices.mp4

58 MB

05. The fast Fourier transform/5. Using the fft on matrices.vtt

8.8 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

193 kB

06. Frequency resolution and zero padding/2. Sampling and frequency resolution.mp4

37 MB

06. Frequency resolution and zero padding/2. Sampling and frequency resolution.vtt

19 kB

06. Frequency resolution and zero padding/3. Time-domain zero padding.mp4

73 MB

06. Frequency resolution and zero padding/3. Time-domain zero padding.vtt

13 kB

06. Frequency resolution and zero padding/4. Frequency-domain zero padding.mp4

21 MB

06. Frequency resolution and zero padding/4. Frequency-domain zero padding.vtt

9.2 kB

06. Frequency resolution and zero padding/5. Sampling rate vs. signal length.mp4

27 MB

06. Frequency resolution and zero padding/5. Sampling rate vs. signal length.vtt

11 kB

06. Frequency resolution and zero padding/6. Course tangent self-accountability in online learning.mp4

9.5 MB

06. Frequency resolution and zero padding/6. Course tangent self-accountability in online learning.vtt

3.7 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

1.3 MB

07. Aliasing, stationarity, and violations/2. Aliasing.mp4

31 MB

07. Aliasing, stationarity, and violations/2. Aliasing.vtt

11 kB

07. Aliasing, stationarity, and violations/3. Signal stationarity and non-stationarities.mp4

23 MB

07. Aliasing, stationarity, and violations/3. Signal stationarity and non-stationarities.vtt

6.4 kB

07. Aliasing, stationarity, and violations/4. Effects of non-stationarities on the power spectrum.mp4

127 MB

07. Aliasing, stationarity, and violations/4. Effects of non-stationarities on the power spectrum.vtt

19 kB

07. Aliasing, stationarity, and violations/5. Solution to understanding nonstationary time series.mp4

71 MB

07. Aliasing, stationarity, and violations/5. Solution to understanding nonstationary time series.vtt

16 kB

07. Aliasing, stationarity, and violations/6. Windowing and Welch's method.mp4

31 MB

07. Aliasing, stationarity, and violations/6. Windowing and Welch's method.vtt

12 kB

07. Aliasing, stationarity, and violations/7. Instantaneous frequency.mp4

40 MB

07. Aliasing, stationarity, and violations/7. Instantaneous frequency.vtt

14 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

110 kB

08. 2D Fourier transform/2. How the 2D FFT works.mp4

86 MB

08. 2D Fourier transform/2. How the 2D FFT works.vtt

13 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

1.2 MB

09. Applications of the Fourier transform/2. Rhythmicity in walking (gait).mp4

17 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 MB

09. Applications of the Fourier transform/3. Rhythmicity in electrical brain waves.vtt

8.7 kB

09. Applications of the Fourier transform/4. Time series convolution.mp4

7.1 MB

09. Applications of the Fourier transform/4. Time series convolution.vtt

3.8 kB

09. Applications of the Fourier transform/5. Narrowband temporal filtering.mp4

21 MB

09. Applications of the Fourier transform/5. Narrowband temporal filtering.vtt

10 kB

09. Applications of the Fourier transform/6. 2D image filtering.mp4

20 MB

09. Applications of the Fourier transform/6. 2D image filtering.vtt

8.7 kB

09. Applications of the Fourier transform/7. Image narrowband filtering.mp4

17 MB

09. Applications of the Fourier transform/7. Image narrowband filtering.vtt

6.7 kB

09. Applications of the Fourier transform/8. Real data from trends.google.com!.mp4

8.1 MB

09. Applications of the Fourier transform/8. Real data from trends.google.com!.vtt

4.4 kB

10. Bonus section/1. Bonus lecture.html

4.7 kB