Download Udemy - Signal Processing Problems, Solved In MATLAB And In Python [TP] Torrent

Torrent Contents Size: 5.7 GB

Udemy - Signal Processing Problems, Solved In MATLAB And In Python [TP]

1. Introductions

1. Signal processing = decision-making + tools.mp4	MP4	33.2 MB
1. Signal processing = decision-making + tools.vtt	VTT	5.09 KB
2. Using MATLAB in this course.mp4	MP4	24.34 MB
2. Using MATLAB in this course.vtt	VTT	4.6 KB
3. Using Octave-online in this course.mp4	MP4	33.55 MB
3. Using Octave-online in this course.vtt	VTT	6.3 KB
4. Using Python in this course.mp4	MP4	23.7 MB
4. Using Python in this course.vtt	VTT	4.38 KB
5. Writing code vs. using toolboxesprograms.mp4	MP4	53.11 MB
5. Writing code vs. using toolboxesprograms.vtt	VTT	8.45 KB
6. Using the Q&A forum.mp4	MP4	26.82 MB
6. Using the Q&A forum.vtt	VTT	6.36 KB

10. Feature detection

1. MATLAB and Python code for this section.html	HTML	73 B
1.1 sigprocMXC_featuredet.zip.zip	ZIP	1.73 MB
2. Local maxima and minima.mp4	MP4	126.65 MB
2. Local maxima and minima.vtt	VTT	18.66 KB
3. Recover signal from noise amplitude.mp4	MP4	104.34 MB
3. Recover signal from noise amplitude.vtt	VTT	14.72 KB
4. Wavelet convolution for feature extraction.mp4	MP4	135.76 MB
4. Wavelet convolution for feature extraction.vtt	VTT	17.26 KB
5. Area under the curve.mp4	MP4	91.16 MB
5. Area under the curve.vtt	VTT	15.25 KB
6. Application Detect muscle movements from EMG recordings.mp4	MP4	151.47 MB
6. Application Detect muscle movements from EMG recordings.vtt	VTT	21.38 KB
7. Full width at half-maximum.mp4	MP4	131.28 MB
7. Full width at half-maximum.vtt	VTT	21.48 KB
8. Code challenge find the features!.mp4	MP4	24.01 MB
8. Code challenge find the features!.vtt	VTT	4.06 KB

11. Variability

1. MATLAB and Python code for this section.html	HTML	47 B
1.1 sigprocMXC_variability.zip.zip	ZIP	22.16 MB
2. Total and windowed variance and RMS.mp4	MP4	75.57 MB
2. Total and windowed variance and RMS.vtt	VTT	12.95 KB
3. Signal-to-noise ratio (SNR).mp4	MP4	132.79 MB
3. Signal-to-noise ratio (SNR).vtt	VTT	17.85 KB
4. Coefficient of variation (CV).mp4	MP4	28.8 MB
4. Coefficient of variation (CV).vtt	VTT	6.08 KB
5. Entropy.mp4	MP4	112.3 MB
5. Entropy.vtt	VTT	19.75 KB
6. Code challenge.mp4	MP4	23.53 MB
6. Code challenge.vtt	VTT	3.7 KB

12. Discounts on related courses

	1. Join the community!.html	HTML	553 B
	2. Bonus Coupons for related courses.html	HTML	2.53 KB

2. Time series denoising

1. MATLAB and Python code for this section.html	HTML	84 B
1.1 sigprocMXC_TimeSeriesDenoising.zip.zip	ZIP	11.78 MB
10. Remove artifact via least-squares template-matching.mp4	MP4	84.98 MB
10. Remove artifact via least-squares template-matching.vtt	VTT	12.34 KB
11. Code challenge Denoise these signals!.mp4	MP4	7.5 MB
11. Code challenge Denoise these signals!.vtt	VTT	1.32 KB
2. Mean-smooth a time series.mp4	MP4	66.16 MB
2. Mean-smooth a time series.vtt	VTT	10.21 KB
3. Gaussian-smooth a time series.mp4	MP4	96.15 MB
3. Gaussian-smooth a time series.vtt	VTT	16.44 KB
4. Gaussian-smooth a spike time series.mp4	MP4	42.2 MB
4. Gaussian-smooth a spike time series.vtt	VTT	6.43 KB
5. Denoising EMG signals via TKEO.mp4	MP4	57.17 MB
5. Denoising EMG signals via TKEO.vtt	VTT	9.73 KB
6. Median filter to remove spike noise.mp4	MP4	77.1 MB
6. Median filter to remove spike noise.vtt	VTT	12.23 KB
7. Remove linear trend (detrending).mp4	MP4	12.85 MB
7. Remove linear trend (detrending).vtt	VTT	2.62 KB
8. Remove nonlinear trend with polynomials.mp4	MP4	109.31 MB
8. Remove nonlinear trend with polynomials.vtt	VTT	18.17 KB
9. Averaging multiple repetitions (time-synchronous averaging).mp4	MP4	49.75 MB
9. Averaging multiple repetitions (time-synchronous averaging).vtt	VTT	6.48 KB

3. Spectral and rhythmicity analyses

1. MATLAB and Python code for this section.html	HTML	99 B
1.1 sigprocMXC_spectral.zip.zip	ZIP	2.29 MB
2. Crash course on the Fourier transform.mp4	MP4	116.86 MB
2. Crash course on the Fourier transform.vtt	VTT	18.65 KB
3. Fourier transform for spectral analyses.mp4	MP4	173.98 MB
3. Fourier transform for spectral analyses.vtt	VTT	22.96 KB
4. Welch's method and windowing.mp4	MP4	121.88 MB
4. Welch's method and windowing.vtt	VTT	18.48 KB
5. Spectrogram of birdsong.mp4	MP4	76.15 MB
5. Spectrogram of birdsong.vtt	VTT	9.6 KB
6. Code challenge Compute a spectrogram!.mp4	MP4	15.22 MB
6. Code challenge Compute a spectrogram!.vtt	VTT	3.14 KB

4. Working with complex numbers

1. MATLAB and Python code for this section.html	HTML	46 B
1.1 sigprocMXC_complex.zip.zip	ZIP	38.08 KB
2. From the number line to the complex number plane.mp4	MP4	55.24 MB
2. From the number line to the complex number plane.vtt	VTT	12.42 KB
3. Addition and subtraction with complex numbers.mp4	MP4	19.89 MB
3. Addition and subtraction with complex numbers.vtt	VTT	4.46 KB
4. Multiplication with complex numbers.mp4	MP4	38.96 MB
4. Multiplication with complex numbers.vtt	VTT	7.97 KB
5. The complex conjugate.mp4	MP4	23.08 MB
5. The complex conjugate.vtt	VTT	5.35 KB
6. Division with complex numbers.mp4	MP4	18.76 MB
6. Division with complex numbers.vtt	VTT	4.49 KB
7. Magnitude and phase of complex numbers.mp4	MP4	48.31 MB
7. Magnitude and phase of complex numbers.vtt	VTT	9.4 KB

5. Filtering

1. MATLAB and Python code for this section.html	HTML	85 B
1.1 sigprocMXC_filtering.zip.zip	ZIP	4.63 MB
10. Windowed-sinc filters.mp4	MP4	87.7 MB
10. Windowed-sinc filters.vtt	VTT	14.23 KB
11. High-pass filters.mp4	MP4	52.42 MB
11. High-pass filters.vtt	VTT	7.15 KB
12. Narrow-band filters.mp4	MP4	55.9 MB
12. Narrow-band filters.vtt	VTT	7.92 KB
13. Two-stage wide-band filter.mp4	MP4	42.23 MB
13. Two-stage wide-band filter.vtt	VTT	5.43 KB
14. Quantifying roll-off characteristics.mp4	MP4	87.08 MB
14. Quantifying roll-off characteristics.vtt	VTT	13.29 KB
15. Remove electrical line noise and its harmonics.mp4	MP4	91.1 MB
15. Remove electrical line noise and its harmonics.vtt	VTT	12.05 KB
16. Use filtering to separate birds in a recording.mp4	MP4	74.66 MB
16. Use filtering to separate birds in a recording.vtt	VTT	7.67 KB
17. Code challenge Filter these signals!.mp4	MP4	11.33 MB
17. Code challenge Filter these signals!.vtt	VTT	1.54 KB
2. Filtering Intuition, goals, and types.mp4	MP4	115.25 MB
2. Filtering Intuition, goals, and types.vtt	VTT	19.15 KB
3. FIR filters with firls.mp4	MP4	119.83 MB
3. FIR filters with firls.vtt	VTT	17.72 KB
4. FIR filters with fir1.mp4	MP4	47.24 MB
4. FIR filters with fir1.vtt	VTT	6.96 KB
5. IIR Butterworth filters.mp4	MP4	80.32 MB
5. IIR Butterworth filters.vtt	VTT	12.39 KB
6. Causal and zero-phase-shift filters.mp4	MP4	82.47 MB
6. Causal and zero-phase-shift filters.vtt	VTT	11.85 KB
7. Avoid edge effects with reflection.mp4	MP4	99.3 MB
7. Avoid edge effects with reflection.vtt	VTT	13.97 KB
8. Data length and filter kernel length.mp4	MP4	65.02 MB
8. Data length and filter kernel length.vtt	VTT	9.83 KB
9. Low-pass filters.mp4	MP4	64.01 MB
9. Low-pass filters.vtt	VTT	8.86 KB

6. Convolution

1. MATLAB and Python code for this section.html	HTML	72 B
1.1 sigprocMXC_convolution.zip.zip	ZIP	250.11 KB
10. Code challenge Create a frequency-domain mean-smoothing filter.mp4	MP4	16.85 MB
10. Code challenge Create a frequency-domain mean-smoothing filter.vtt	VTT	2.07 KB
2. Time-domain convolution.mp4	MP4	71.11 MB
2. Time-domain convolution.vtt	VTT	14.74 KB
3. Convolution in MATLAB.mp4	MP4	100.74 MB
3. Convolution in MATLAB.vtt	VTT	15.6 KB
4. Why is the kernel flipped backwards!!!.mp4	MP4	22.55 MB
4. Why is the kernel flipped backwards!!!.vtt	VTT	5.77 KB
5. The convolution theorem.mp4	MP4	68.76 MB
5. The convolution theorem.vtt	VTT	11.96 KB
6. Thinking about convolution as spectral multiplication.mp4	MP4	87.65 MB
6. Thinking about convolution as spectral multiplication.vtt	VTT	15.25 KB
6.1 TFtheory.mp4.mp4	MP4	18.18 MB
7. Convolution with time-domain Gaussian (smoothing filter).mp4	MP4	49.48 MB
7. Convolution with time-domain Gaussian (smoothing filter).vtt	VTT	7.27 KB
8. Convolution with frequency-domain Gaussian (narrowband filter).mp4	MP4	51.82 MB
8. Convolution with frequency-domain Gaussian (narrowband filter).vtt	VTT	8.11 KB
9. Convolution with frequency-domain Planck taper (bandpass filter).mp4	MP4	46.06 MB
9. Convolution with frequency-domain Planck taper (bandpass filter).vtt	VTT	7.46 KB

7. Wavelet analysis

1. MATLAB and Python code for this section.html	HTML	84 B
1.1 sigprocMXC_wavelets.zip.zip	ZIP	769.67 KB
10. Code challenge Compare wavelet convolution and FIR filter!.mp4	MP4	13.36 MB
10. Code challenge Compare wavelet convolution and FIR filter!.vtt	VTT	2.54 KB
2. What are wavelets.mp4	MP4	93.01 MB
2. What are wavelets.vtt	VTT	17.38 KB
3. Convolution with wavelets.mp4	MP4	48.17 MB
3. Convolution with wavelets.vtt	VTT	6.59 KB
4. Scientific publication about defining Morlet wavelets.html	HTML	465 B
5. Wavelet convolution for narrowband filtering.mp4	MP4	135.88 MB
5. Wavelet convolution for narrowband filtering.vtt	VTT	17.37 KB
6. Overview Time-frequency analysis with complex wavelets.mp4	MP4	48.65 MB
6. Overview Time-frequency analysis with complex wavelets.vtt	VTT	9.54 KB
7. Link to youtube channel with 3 hours of relevant material.html	HTML	621 B
8. MATLAB Time-frequency analysis with complex wavelets.mp4	MP4	140.35 MB
8. MATLAB Time-frequency analysis with complex wavelets.vtt	VTT	17.75 KB
9. Time-frequency analysis of brain signals.mp4	MP4	63.48 MB
9. Time-frequency analysis of brain signals.vtt	VTT	9.9 KB

8. Resampling, interpolating, extrapolating

1. MATLAB and Python code for this section.html	HTML	67 B
1.1 sigprocMXC_resampling.zip.zip	ZIP	411.17 KB
10. Code challenge denoise and downsample this signal!.mp4	MP4	25.17 MB
10. Code challenge denoise and downsample this signal!.vtt	VTT	5.03 KB
2. Upsampling.mp4	MP4	100.91 MB
2. Upsampling.vtt	VTT	15.79 KB
3. Downsampling.mp4	MP4	110.76 MB
3. Downsampling.vtt	VTT	14.76 KB
4. Strategies for multirate signals.mp4	MP4	44.17 MB
4. Strategies for multirate signals.vtt	VTT	7.96 KB
5. Interpolation.mp4	MP4	55.2 MB
5. Interpolation.vtt	VTT	9.42 KB
6. Resample irregularly sampled data.mp4	MP4	93.92 MB
6. Resample irregularly sampled data.vtt	VTT	13.22 KB
7. Extrapolation.mp4	MP4	36.67 MB
7. Extrapolation.vtt	VTT	7.15 KB
8. Spectral interpolation.mp4	MP4	77.28 MB
8. Spectral interpolation.vtt	VTT	12.46 KB
9. Dynamic time warping.mp4	MP4	122.58 MB
9. Dynamic time warping.vtt	VTT	19.71 KB

9. Outlier detection

1. MATLAB and Python code for this section.html	HTML	72 B
1.1 sigprocMXC_outliers.zip.zip	ZIP	268.27 KB
2. Outliers via standard deviation threshold.mp4	MP4	69.63 MB
2. Outliers via standard deviation threshold.vtt	VTT	11.51 KB
3. Outliers via local threshold exceedance.mp4	MP4	77.34 MB
3. Outliers via local threshold exceedance.vtt	VTT	10.71 KB
4. Outlier time windows via sliding RMS.mp4	MP4	46.09 MB
4. Outlier time windows via sliding RMS.vtt	VTT	7.1 KB
5. Code challenge.mp4	MP4	39.06 MB
5. Code challenge.vtt	VTT	4.59 KB

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Udemy - Signal Processing Problems, Solved In MATLAB And In Python [TP]

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