Udemy Signal processing problems solved in MATLAB and in Python | C9D0738D42AEE1239F7610AB1D510B1CC0FC7910

Udemy Signal processing problems solved in MATLAB and in Python

Name	Udemy - Signal processing problems, solved in MATLAB and in Python	DOWNLOAD Copy Link
Total Size	6.1 GB
Total Files	197
Last Seen	2025-02-19 23:27
Hash	C9D0738D42AEE1239F7610AB1D510B1CC0FC7910

/1. Introductions/
5. Writing code vs. using toolboxesprograms.mp4	55.7 MB
3. Using Octave-online in this course.mp4	35.2 MB
1. Signal processing = decision-making + tools.mp4	34.8 MB
6. Using the Q&A forum.mp4	28.1 MB
2. Using MATLAB in this course.mp4	25.5 MB
4. Using Python in this course.mp4	24.9 MB
5. Writing code vs. using toolboxesprograms.vtt	8.7 KB
6. Using the Q&A forum.vtt	6.5 KB
3. Using Octave-online in this course.vtt	6.5 KB
1. Signal processing = decision-making + tools.vtt	5.2 KB
2. Using MATLAB in this course.vtt	4.7 KB
4. Using Python in this course.vtt	4.5 KB
ReadMe.txt	0.2 KB
/10. Feature detection/
6. Application Detect muscle movements from EMG recordings.mp4	158.8 MB
4. Wavelet convolution for feature extraction.mp4	142.4 MB
7. Full width at half-maximum.mp4	137.7 MB
2. Local maxima and minima.mp4	132.8 MB
3. Recover signal from noise amplitude.mp4	109.4 MB
5. Area under the curve.mp4	95.6 MB
8. Code challenge find the features!.mp4	25.2 MB
1.1 sigprocMXC_featuredet.zip.zip	1.8 MB
7. Full width at half-maximum.vtt	22.0 KB
6. Application Detect muscle movements from EMG recordings.vtt	21.9 KB
2. Local maxima and minima.vtt	19.1 KB
4. Wavelet convolution for feature extraction.vtt	17.7 KB
5. Area under the curve.vtt	15.6 KB
3. Recover signal from noise amplitude.vtt	15.1 KB
8. Code challenge find the features!.vtt	4.2 KB
1. MATLAB and Python code for this section.html	0.1 KB
/11. Variability/
3. Signal-to-noise ratio (SNR).mp4	139.2 MB
5. Entropy.mp4	117.8 MB
2. Total and windowed variance and RMS.mp4	79.2 MB
4. Coefficient of variation (CV).mp4	30.2 MB
6. Code challenge.mp4	24.7 MB
1.1 sigprocMXC_variability.zip.zip	23.2 MB
5. Entropy.vtt	20.2 KB
3. Signal-to-noise ratio (SNR).vtt	18.3 KB
2. Total and windowed variance and RMS.vtt	13.3 KB
4. Coefficient of variation (CV).vtt	6.2 KB
6. Code challenge.vtt	3.8 KB
1. MATLAB and Python code for this section.html	0.0 KB
/12. Discounts on related courses/
2. Bonus Coupons for related courses.html	2.6 KB
1. Join the community!.html	0.6 KB
/2. Time series denoising/
8. Remove nonlinear trend with polynomials.mp4	114.6 MB
3. Gaussian-smooth a time series.mp4	100.8 MB
10. Remove artifact via least-squares template-matching.mp4	89.1 MB
6. Median filter to remove spike noise.mp4	80.8 MB
2. Mean-smooth a time series.mp4	69.4 MB
5. Denoising EMG signals via TKEO.mp4	60.0 MB
9. Averaging multiple repetitions (time-synchronous averaging).mp4	52.2 MB
4. Gaussian-smooth a spike time series.mp4	44.3 MB
7. Remove linear trend (detrending).mp4	13.5 MB
1.1 sigprocMXC_TimeSeriesDenoising.zip.zip	12.3 MB
11. Code challenge Denoise these signals!.mp4	7.9 MB
8. Remove nonlinear trend with polynomials.vtt	18.6 KB
3. Gaussian-smooth a time series.vtt	16.8 KB
10. Remove artifact via least-squares template-matching.vtt	12.6 KB
6. Median filter to remove spike noise.vtt	12.5 KB
2. Mean-smooth a time series.vtt	10.5 KB
5. Denoising EMG signals via TKEO.vtt	10.0 KB
9. Averaging multiple repetitions (time-synchronous averaging).vtt	6.6 KB
4. Gaussian-smooth a spike time series.vtt	6.6 KB
7. Remove linear trend (detrending).vtt	2.7 KB
11. Code challenge Denoise these signals!.vtt	1.3 KB
1. MATLAB and Python code for this section.html	0.1 KB
/3. Spectral and rhythmicity analyses/
3. Fourier transform for spectral analyses.mp4	182.4 MB
4. Welch's method and windowing.mp4	127.8 MB
2. Crash course on the Fourier transform.mp4	122.5 MB
5. Spectrogram of birdsong.mp4	79.8 MB
6. Code challenge Compute a spectrogram!.mp4	16.0 MB
1.1 sigprocMXC_spectral.zip.zip	2.4 MB
3. Fourier transform for spectral analyses.vtt	23.5 KB
2. Crash course on the Fourier transform.vtt	19.1 KB
4. Welch's method and windowing.vtt	18.9 KB
5. Spectrogram of birdsong.vtt	9.8 KB
6. Code challenge Compute a spectrogram!.vtt	3.2 KB
1. MATLAB and Python code for this section.html	0.1 KB
/4. Working with complex numbers/
2. From the number line to the complex number plane.mp4	57.9 MB
7. Magnitude and phase of complex numbers.mp4	50.7 MB
4. Multiplication with complex numbers.mp4	40.9 MB
5. The complex conjugate.mp4	24.2 MB
3. Addition and subtraction with complex numbers.mp4	20.9 MB
6. Division with complex numbers.mp4	19.7 MB
1.1 sigprocMXC_complex.zip.zip	39.0 KB
2. From the number line to the complex number plane.vtt	12.7 KB
7. Magnitude and phase of complex numbers.vtt	9.6 KB
4. Multiplication with complex numbers.vtt	8.2 KB
5. The complex conjugate.vtt	5.5 KB
6. Division with complex numbers.vtt	4.6 KB
3. Addition and subtraction with complex numbers.vtt	4.6 KB
1. MATLAB and Python code for this section.html	0.0 KB
/5. Filtering/
3. FIR filters with firls.mp4	125.7 MB
2. Filtering Intuition, goals, and types.mp4	120.8 MB
7. Avoid edge effects with reflection.mp4	104.1 MB
15. Remove electrical line noise and its harmonics.mp4	95.5 MB
10. Windowed-sinc filters.mp4	92.0 MB
14. Quantifying roll-off characteristics.mp4	91.3 MB
6. Causal and zero-phase-shift filters.mp4	86.5 MB
5. IIR Butterworth filters.mp4	84.2 MB
16. Use filtering to separate birds in a recording.mp4	78.3 MB
8. Data length and filter kernel length.mp4	68.2 MB
9. Low-pass filters.mp4	67.1 MB
12. Narrow-band filters.mp4	58.6 MB
11. High-pass filters.mp4	55.0 MB
4. FIR filters with fir1.mp4	49.5 MB
13. Two-stage wide-band filter.mp4	44.3 MB
17. Code challenge Filter these signals!.mp4	11.9 MB
1.1 sigprocMXC_filtering.zip.zip	4.9 MB
2. Filtering Intuition, goals, and types.vtt	19.6 KB
3. FIR filters with firls.vtt	18.2 KB
10. Windowed-sinc filters.vtt	14.6 KB
7. Avoid edge effects with reflection.vtt	14.3 KB
14. Quantifying roll-off characteristics.vtt	13.6 KB
5. IIR Butterworth filters.vtt	12.7 KB
15. Remove electrical line noise and its harmonics.vtt	12.3 KB
6. Causal and zero-phase-shift filters.vtt	12.1 KB
8. Data length and filter kernel length.vtt	10.1 KB
9. Low-pass filters.vtt	9.1 KB
12. Narrow-band filters.vtt	8.1 KB
16. Use filtering to separate birds in a recording.vtt	7.9 KB
11. High-pass filters.vtt	7.3 KB
4. FIR filters with fir1.vtt	7.1 KB
13. Two-stage wide-band filter.vtt	5.6 KB
17. Code challenge Filter these signals!.vtt	1.6 KB
1. MATLAB and Python code for this section.html	0.1 KB
/6. Convolution/
3. Convolution in MATLAB.mp4	105.6 MB
6. Thinking about convolution as spectral multiplication.mp4	91.9 MB
2. Time-domain convolution.mp4	74.6 MB
5. The convolution theorem.mp4	72.1 MB
8. Convolution with frequency-domain Gaussian (narrowband filter).mp4	54.3 MB
7. Convolution with time-domain Gaussian (smoothing filter).mp4	51.9 MB
9. Convolution with frequency-domain Planck taper (bandpass filter).mp4	48.3 MB
4. Why is the kernel flipped backwards!!!.mp4	23.6 MB
6.1 TFtheory.mp4.mp4	19.1 MB
10. Code challenge Create a frequency-domain mean-smoothing filter.mp4	17.7 MB
1.1 sigprocMXC_convolution.zip.zip	256.1 KB
3. Convolution in MATLAB.vtt	16.0 KB
6. Thinking about convolution as spectral multiplication.vtt	15.6 KB
2. Time-domain convolution.vtt	15.1 KB
5. The convolution theorem.vtt	12.2 KB
8. Convolution with frequency-domain Gaussian (narrowband filter).vtt	8.3 KB
9. Convolution with frequency-domain Planck taper (bandpass filter).vtt	7.6 KB
7. Convolution with time-domain Gaussian (smoothing filter).vtt	7.4 KB
4. Why is the kernel flipped backwards!!!.vtt	5.9 KB
10. Code challenge Create a frequency-domain mean-smoothing filter.vtt	2.1 KB
1. MATLAB and Python code for this section.html	0.1 KB
/7. Wavelet analysis/
8. MATLAB Time-frequency analysis with complex wavelets.mp4	147.2 MB
5. Wavelet convolution for narrowband filtering.mp4	142.5 MB
2. What are wavelets.mp4	97.5 MB
9. Time-frequency analysis of brain signals.mp4	66.6 MB
6. Overview Time-frequency analysis with complex wavelets.mp4	51.0 MB
3. Convolution with wavelets.mp4	50.5 MB
10. Code challenge Compare wavelet convolution and FIR filter!.mp4	14.0 MB
1.1 sigprocMXC_wavelets.zip.zip	788.1 KB
8. MATLAB Time-frequency analysis with complex wavelets.vtt	18.2 KB
2. What are wavelets.vtt	17.8 KB
5. Wavelet convolution for narrowband filtering.vtt	17.8 KB
9. Time-frequency analysis of brain signals.vtt	10.1 KB
6. Overview Time-frequency analysis with complex wavelets.vtt	9.8 KB
3. Convolution with wavelets.vtt	6.8 KB
10. Code challenge Compare wavelet convolution and FIR filter!.vtt	2.6 KB
7. Link to youtube channel with 3 hours of relevant material.html	0.6 KB
4. Scientific publication about defining Morlet wavelets.html	0.5 KB
1. MATLAB and Python code for this section.html	0.1 KB
/8. Resampling, interpolating, extrapolating/
9. Dynamic time warping.mp4	128.5 MB
3. Downsampling.mp4	116.1 MB
2. Upsampling.mp4	105.8 MB
6. Resample irregularly sampled data.mp4	98.5 MB
8. Spectral interpolation.mp4	81.0 MB
5. Interpolation.mp4	57.9 MB
4. Strategies for multirate signals.mp4	46.3 MB
7. Extrapolation.mp4	38.5 MB
10. Code challenge denoise and downsample this signal!.mp4	26.4 MB
1.1 sigprocMXC_resampling.zip.zip	421.0 KB
9. Dynamic time warping.vtt	20.2 KB
2. Upsampling.vtt	16.2 KB
3. Downsampling.vtt	15.1 KB
6. Resample irregularly sampled data.vtt	13.5 KB
8. Spectral interpolation.vtt	12.8 KB
5. Interpolation.vtt	9.6 KB
4. Strategies for multirate signals.vtt	8.2 KB
7. Extrapolation.vtt	7.3 KB
10. Code challenge denoise and downsample this signal!.vtt	5.2 KB
1. MATLAB and Python code for this section.html	0.1 KB
/9. Outlier detection/
3. Outliers via local threshold exceedance.mp4	81.1 MB
2. Outliers via standard deviation threshold.mp4	73.0 MB
4. Outlier time windows via sliding RMS.mp4	48.3 MB
5. Code challenge.mp4	41.0 MB
1.1 sigprocMXC_outliers.zip.zip	274.7 KB
2. Outliers via standard deviation threshold.vtt	11.8 KB
3. Outliers via local threshold exceedance.vtt	11.0 KB
4. Outlier time windows via sliding RMS.vtt	7.3 KB
5. Code challenge.vtt	4.7 KB
1. MATLAB and Python code for this section.html	0.1 KB
/
Visit Getnewcourses.com.url	0.3 KB
Visit Freecourseit.com.url	0.3 KB
ReadMe.txt	0.2 KB
Total files 197