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Udemy - Signal processing problems, solved in MATLAB and in Python

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2.9 GB
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3
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98
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Other
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Description
Signal processing problems, solved in MATLAB and in Python



https://DevCourseWeb.com

Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.85 GB | Duration: 98 lectures • 12h 32m

Applications-oriented instruction on signal processing and digital signal processing (DSP) using MATLAB and Python codes

What you'll learn
Understand commonly used signal processing tools
Design, evaluate, and apply digital filters
Clean and denoise data
Know what to look for when something isn't right with the data or the code
Improve MATLAB or Python programming skills
Know how to generate test signals for signal processing methods
*Fully manually corrected English captions!

Requirements
Basic programming experience in MATLAB or Python
High-school math
Description
Why you need to learn digital signal processing.

File list
  • Udemy - Signal processing problems, solved in MATLAB and in Python
  • ~Get Your Files Here !/01 - Introductions/001 Signal processing = decision-making + tools.mp4 29.2 MB
  • ~Get Your Files Here !/01 - Introductions/001 Signal processing = decision-making + tools_en.vtt 4.9 KB
  • ~Get Your Files Here !/01 - Introductions/002 Using MATLAB in this course.mp4 9.2 MB
  • ~Get Your Files Here !/01 - Introductions/002 Using MATLAB in this course_en.vtt 4.6 KB
  • ~Get Your Files Here !/01 - Introductions/003 Using Octave-online in this course.mp4 16.9 MB
  • ~Get Your Files Here !/01 - Introductions/003 Using Octave-online in this course_en.vtt 6.3 KB
  • ~Get Your Files Here !/01 - Introductions/004 Using Python in this course.mp4 10.6 MB
  • ~Get Your Files Here !/01 - Introductions/004 Using Python in this course_en.vtt 4.3 KB
  • ~Get Your Files Here !/01 - Introductions/005 Having fun with filtered Glass dance.mp4 48.4 MB
  • ~Get Your Files Here !/01 - Introductions/005 Having fun with filtered Glass dance_en.vtt 9 KB
  • ~Get Your Files Here !/01 - Introductions/006 Writing code vs. using toolboxesprograms.mp4 24.8 MB
  • ~Get Your Files Here !/01 - Introductions/006 Writing code vs. using toolboxesprograms_en.vtt 8.5 KB
  • ~Get Your Files Here !/01 - Introductions/007 Using Udemy like a pro.mp4 25.7 MB
  • ~Get Your Files Here !/01 - Introductions/007 Using Udemy like a pro_en.vtt 10.3 KB
  • ~Get Your Files Here !/01 - Introductions/glassDance.mat 3.3 MB
  • ~Get Your Files Here !/01 - Introductions/sigprocMXC_filterGlass.ipynb 4 KB
  • ~Get Your Files Here !/01 - Introductions/sigprocMXC_filterGlass.m 1.7 KB
  • ~Get Your Files Here !/02 - Time series denoising/001 MATLAB and Python code for this section.html 80 B
  • ~Get Your Files Here !/02 - Time series denoising/002 Mean-smooth a time series.mp4 57 MB
  • ~Get Your Files Here !/02 - Time series denoising/002 Mean-smooth a time series_en.vtt 9.9 KB
  • ~Get Your Files Here !/02 - Time series denoising/003 Gaussian-smooth a time series.mp4 45.5 MB
  • ~Get Your Files Here !/02 - Time series denoising/003 Gaussian-smooth a time series_en.vtt 15.9 KB
  • ~Get Your Files Here !/02 - Time series denoising/004 Gaussian-smooth a spike time series.mp4 18 MB
  • ~Get Your Files Here !/02 - Time series denoising/004 Gaussian-smooth a spike time series_en.vtt 6.3 KB
  • ~Get Your Files Here !/02 - Time series denoising/005 Denoising EMG signals via TKEO.mp4 47.7 MB
  • ~Get Your Files Here !/02 - Time series denoising/005 Denoising EMG signals via TKEO_en.vtt 9.7 KB
  • ~Get Your Files Here !/02 - Time series denoising/006 Median filter to remove spike noise.mp4 25.8 MB
  • ~Get Your Files Here !/02 - Time series denoising/006 Median filter to remove spike noise_en.vtt 12 KB
  • ~Get Your Files Here !/02 - Time series denoising/007 Remove linear trend (detrending).mp4 4.7 MB
  • ~Get Your Files Here !/02 - Time series denoising/007 Remove linear trend (detrending)_en.vtt 2.6 KB
  • ~Get Your Files Here !/02 - Time series denoising/008 Remove nonlinear trend with polynomials.mp4 53.5 MB
  • ~Get Your Files Here !/02 - Time series denoising/008 Remove nonlinear trend with polynomials_en.vtt 17.8 KB
  • ~Get Your Files Here !/02 - Time series denoising/009 Averaging multiple repetitions (time-synchronous averaging).mp4 23.2 MB
  • ~Get Your Files Here !/02 - Time series denoising/009 Averaging multiple repetitions (time-synchronous averaging)_en.vtt 6.3 KB
  • ~Get Your Files Here !/02 - Time series denoising/010 Remove artifact via least-squares template-matching.mp4 39.8 MB
  • ~Get Your Files Here !/02 - Time series denoising/010 Remove artifact via least-squares template-matching_en.vtt 12 KB
  • ~Get Your Files Here !/02 - Time series denoising/011 Code challenge Denoise these signals!.mp4 3.4 MB
  • ~Get Your Files Here !/02 - Time series denoising/011 Code challenge Denoise these signals!_en.vtt 1.3 KB
  • ~Get Your Files Here !/02 - Time series denoising/denoising_codeChallenge.mat 60.4 KB
  • ~Get Your Files Here !/02 - Time series denoising/emg4TKEO.mat 8.1 KB
  • ~Get Your Files Here !/02 - Time series denoising/eyedat.mat 3.8 MB
  • ~Get Your Files Here !/02 - Time series denoising/sigprocMXC_averaging.m 1.3 KB
  • ~Get Your Files Here !/02 - Time series denoising/sigprocMXC_detrend.m 543 B
  • ~Get Your Files Here !/02 - Time series denoising/sigprocMXC_GauSmoothSpikes.m 1.3 KB
  • ~Get Your Files Here !/02 - Time series denoising/sigprocMXC_Gaussian_smooth.m 2.3 KB
  • ~Get Your Files Here !/02 - Time series denoising/sigprocMXC_mean_smooth.m 1.4 KB
  • ~Get Your Files Here !/02 - Time series denoising/sigprocMXC_median_filter.m 1.2 KB
  • ~Get Your Files Here !/02 - Time series denoising/sigprocMXC_polynomialDetrend.m 2.5 KB
  • ~Get Your Files Here !/02 - Time series denoising/sigprocMXC_template_projection.m 1.3 KB
  • ~Get Your Files Here !/02 - Time series denoising/sigprocMXC_timeSeriesDenoising.ipynb 19.5 KB
  • ~Get Your Files Here !/02 - Time series denoising/sigprocMXC_TKEO.m 1.3 KB
  • ~Get Your Files Here !/02 - Time series denoising/templateProjection.mat 7.5 MB
  • ~Get Your Files Here !/03 - Spectral and rhythmicity analyses/001 MATLAB and Python code for this section.html 97 B
  • ~Get Your Files Here !/03 - Spectral and rhythmicity analyses/002 Crash course on the Fourier transform.mp4 54.6 MB
  • ~Get Your Files Here !/03 - Spectral and rhythmicity analyses/002 Crash course on the Fourier transform_en.vtt 18.3 KB
  • ~Get Your Files Here !/03 - Spectral and rhythmicity analyses/003 Fourier transform for spectral analyses.mp4 70 MB
  • ~Get Your Files Here !/03 - Spectral and rhythmicity analyses/003 Fourier transform for spectral analyses_en.vtt 22.4 KB
  • ~Get Your Files Here !/03 - Spectral and rhythmicity analyses/004 Welch's method and windowing.mp4 40.7 MB
  • ~Get Your Files Here !/03 - Spectral and rhythmicity analyses/004 Welch's method and windowing_en.vtt 18 KB
  • ~Get Your Files Here !/03 - Spectral and rhythmicity analyses/005 Spectrogram of birdsong.mp4 31.2 MB
  • ~Get Your Files Here !/03 - Spectral and rhythmicity analyses/005 Spectrogram of birdsong_en.vtt 9.4 KB
  • ~Get Your Files Here !/03 - Spectral and rhythmicity analyses/006 Code challenge Compute a spectrogram!.mp4 5.6 MB
  • ~Get Your Files Here !/03 - Spectral and rhythmicity analyses/006 Code challenge Compute a spectrogram!_en.vtt 3.1 KB
  • ~Get Your Files Here !/03 - Spectral and rhythmicity analyses/EEGrestingState.mat 335.8 KB
  • ~Get Your Files Here !/03 - Spectral and rhythmicity analyses/sigprocMXC_FourierTransform.m 2.5 KB
  • ~Get Your Files Here !/03 - Spectral and rhythmicity analyses/sigprocMXC_SpectBirdcall.m 1.4 KB
  • ~Get Your Files Here !/03 - Spectral and rhythmicity analyses/sigprocMXC_spectral.ipynb 348.7 KB
  • ~Get Your Files Here !/03 - Spectral and rhythmicity analyses/sigprocMXC_Welch.m 2 KB
  • ~Get Your Files Here !/03 - Spectral and rhythmicity analyses/spectral_codeChallenge.mat 61.5 KB
  • ~Get Your Files Here !/03 - Spectral and rhythmicity analyses/XC403881.mp3 244.3 KB
  • ~Get Your Files Here !/03 - Spectral and rhythmicity analyses/XC403881.wav 1.7 MB
  • ~Get Your Files Here !/04 - Working with complex numbers/001 MATLAB and Python code for this section.html 44 B
  • ~Get Your Files Here !/04 - Working with complex numbers/002 From the number line to the complex number plane.mp4 21.3 MB
  • ~Get Your Files Here !/04 - Working with complex numbers/002 From the number line to the complex number plane_en.vtt 12.1 KB
  • ~Get Your Files Here !/04 - Working with complex numbers/003 Addition and subtraction with complex numbers.mp4 7.5 MB
  • ~Get Your Files Here !/04 - Working with complex numbers/003 Addition and subtraction with complex numbers_en.vtt 4.2 KB
  • ~Get Your Files Here !/04 - Working with complex numbers/004 Multiplication with complex numbers.mp4 17.1 MB
  • ~Get Your Files Here !/04 - Working with complex numbers/004 Multiplication with complex numbers_en.vtt 7.8 KB
  • ~Get Your Files Here !/04 - Working with complex numbers/005 The complex conjugate.mp4 10.5 MB
  • ~Get Your Files Here !/04 - Working with complex numbers/005 The complex conjugate_en.vtt 5.1 KB
  • ~Get Your Files Here !/04 - Working with complex numbers/006 Division with complex numbers.mp4 7.3 MB
  • ~Get Your Files Here !/04 - Working with complex numbers/006 Division with complex numbers_en.vtt 4.6 KB
  • ~Get Your Files Here !/04 - Working with complex numbers/007 Magnitude and phase of complex numbers.mp4 21.3 MB
  • ~Get Your Files Here !/04 - Working with complex numbers/007 Magnitude and phase of complex numbers_en.vtt 9.4 KB
  • ~Get Your Files Here !/04 - Working with complex numbers/signprocMXC_complexNumbers.ipynb 53.3 KB
  • ~Get Your Files Here !/04 - Working with complex numbers/sigprocMXC_complexAddSub.m 572 B
  • ~Get Your Files Here !/04 - Working with complex numbers/sigprocMXC_complexConj.m 484 B
  • ~Get Your Files Here !/04 - Working with complex numbers/sigprocMXC_complexDivision.m 387 B
  • ~Get Your Files Here !/04 - Working with complex numbers/sigprocMXC_complexIntro.m 1010 B
  • ~Get Your Files Here !/04 - Working with complex numbers/sigprocMXC_complexMult.m 612 B
  • ~Get Your Files Here !/04 - Working with complex numbers/sigprocMXC_complexPolar.m 1 KB
  • ~Get Your Files Here !/05 - Filtering/001 MATLAB and Python code for this section.html 85 B
  • ~Get Your Files Here !/05 - Filtering/002 Filtering Intuition, goals, and types.mp4 87.9 MB
  • ~Get Your Files Here !/05 - Filtering/002 Filtering Intuition, goals, and types_en.vtt 18.8 KB
  • ~Get Your Files Here !/05 - Filtering/003 FIR filters with firls.mp4 49.7 MB
  • ~Get Your Files Here !/05 - Filtering/003 FIR filters with firls_en.vtt 17.7 KB
  • ~Get Your Files Here !/05 - Filtering/004 FIR filters with fir1.mp4 22.7 MB
  • ~Get Your Files Here !/05 - Filtering/004 FIR filters with fir1_en.vtt 6.8 KB

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