[Coursera] Computational Methods for Data Analysis by Nathan Kutz

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文档列表

01_Computational_Methods_Course_Overview/01_Course_Overview.mp4 16.2 MB
01_Computational_Methods_Course_Overview/01_Course_Overview.srt 4.0 kB
01_Computational_Methods_Course_Overview/01_Course_Overview.txt 2.8 kB
02_Introduction_to_the_Course/01_Course_Introduction.mp4 60.0 MB
02_Introduction_to_the_Course/01_Course_Introduction.srt 12.9 kB
02_Introduction_to_the_Course/01_Course_Introduction.txt 8.9 kB
03_MATLAB_Usage_in_Course/01_Use_of_MATLAB_for_the__course.mp4 16.9 MB
03_MATLAB_Usage_in_Course/01_Use_of_MATLAB_for_the__course.srt 3.3 kB
03_MATLAB_Usage_in_Course/01_Use_of_MATLAB_for_the__course.txt 2.2 kB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/01_W01_L01_P01_-_Basics_of_the_Fourier_Transform.mp4 27.7 MB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/01_W01_L01_P01_-_Basics_of_the_Fourier_Transform.srt 11.7 kB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/01_W01_L01_P01_-_Basics_of_the_Fourier_Transform.txt 8.1 kB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/02_W01_L01_P02_-_Representation_of_signals_as_frequencies.mp4 29.4 MB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/02_W01_L01_P02_-_Representation_of_signals_as_frequencies.srt 12.4 kB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/02_W01_L01_P02_-_Representation_of_signals_as_frequencies.txt 8.5 kB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/03_W01_L01_P03_-_Implementing_the_FFT_routine.mp4 27.1 MB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/03_W01_L01_P03_-_Implementing_the_FFT_routine.srt 15.7 kB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/03_W01_L01_P03_-_Implementing_the_FFT_routine.txt 10.8 kB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/04_W01_L01_P04_-_Derivatives_with_the_FFT.mp4 17.4 MB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/04_W01_L01_P04_-_Derivatives_with_the_FFT.srt 12.1 kB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/04_W01_L01_P04_-_Derivatives_with_the_FFT.txt 8.3 kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/01_W01_L02_P01_-_The_FFT_for_Radar.mp4 24.0 MB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/01_W01_L02_P01_-_The_FFT_for_Radar.srt 11.2 kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/01_W01_L02_P01_-_The_FFT_for_Radar.txt 7.7 kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/02_W01_L02_P02_-_Signals_FFT_and_noise.mp4 24.7 MB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/02_W01_L02_P02_-_Signals_FFT_and_noise.srt 14.3 kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/02_W01_L02_P02_-_Signals_FFT_and_noise.txt 9.8 kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/03_W01_L02_P03_-_White_noise_on_signals.mp4 16.2 MB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/03_W01_L02_P03_-_White_noise_on_signals.srt 9.0 kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/03_W01_L02_P03_-_White_noise_on_signals.txt 6.2 kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/04_W01_L02_P04_-_Denoising_via_filtering.mp4 21.3 MB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/04_W01_L02_P04_-_Denoising_via_filtering.srt 11.7 kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/04_W01_L02_P04_-_Denoising_via_filtering.txt 8.1 kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/05_W01_L02_P05_-_Signal_detection_and_thresholding.mp4 20.8 MB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/05_W01_L02_P05_-_Signal_detection_and_thresholding.srt 9.9 kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/05_W01_L02_P05_-_Signal_detection_and_thresholding.txt 6.8 kB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/01_W01_L03_P01_-_Averaging_over_white-noise_in_signals.mp4 27.8 MB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/01_W01_L03_P01_-_Averaging_over_white-noise_in_signals.srt 13.6 kB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/01_W01_L03_P01_-_Averaging_over_white-noise_in_signals.txt 9.3 kB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/02_W01_L03_P02_-_Convergence_to_signal_through_repeated_sampling.mp4 27.7 MB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/02_W01_L03_P02_-_Convergence_to_signal_through_repeated_sampling.srt 14.9 kB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/02_W01_L03_P02_-_Convergence_to_signal_through_repeated_sampling.txt 10.2 kB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/03_W01_L03_P03_-_Moving_signals_and_averaging_in_frequency.mp4 36.4 MB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/03_W01_L03_P03_-_Moving_signals_and_averaging_in_frequency.srt 18.5 kB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/03_W01_L03_P03_-_Moving_signals_and_averaging_in_frequency.txt 12.7 kB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/04_W01_L03_P04_-_Signal_detection_through_averaging_and_averaging.mp4 29.0 MB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/04_W01_L03_P04_-_Signal_detection_through_averaging_and_averaging.srt 12.2 kB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/04_W01_L03_P04_-_Signal_detection_through_averaging_and_averaging.txt 8.4 kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/01_W2_L4_P1-A_Window_for_Fourier_Transforming.mp4 31.0 MB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/01_W2_L4_P1-A_Window_for_Fourier_Transforming.srt 12.5 kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/01_W2_L4_P1-A_Window_for_Fourier_Transforming.txt 8.6 kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/02_W2_L4_P2-The_Gabor_Transform.mp4 30.5 MB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/02_W2_L4_P2-The_Gabor_Transform.srt 11.5 kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/02_W2_L4_P2-The_Gabor_Transform.txt 7.9 kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/03_W2_L4_P3-Propeties_of_the_Gabor_Transform.mp4 28.8 MB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/03_W2_L4_P3-Propeties_of_the_Gabor_Transform.srt 9.6 kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/03_W2_L4_P3-Propeties_of_the_Gabor_Transform.txt 6.6 kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/04_W2_L4_P4-Trade-offs_in_time-frequency_representations.mp4 28.4 MB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/04_W2_L4_P4-Trade-offs_in_time-frequency_representations.srt 11.7 kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/04_W2_L4_P4-Trade-offs_in_time-frequency_representations.txt 8.1 kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/05_W2_L4_P5-Other_short-time_transforms.mp4 24.1 MB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/05_W2_L4_P5-Other_short-time_transforms.srt 9.5 kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/05_W2_L4_P5-Other_short-time_transforms.txt 6.6 kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/01_W2_L5_P1-Introduction_to_Wavelets.mp4 36.7 MB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/01_W2_L5_P1-Introduction_to_Wavelets.srt 15.0 kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/01_W2_L5_P1-Introduction_to_Wavelets.txt 10.3 kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/02_W2_L5_P2-The_Haar_wavelet.mp4 25.5 MB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/02_W2_L5_P2-The_Haar_wavelet.srt 10.8 kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/02_W2_L5_P2-The_Haar_wavelet.txt 7.4 kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/03_W2_L5_P3-Some_wavelet_theorems_and_properties.mp4 23.8 MB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/03_W2_L5_P3-Some_wavelet_theorems_and_properties.srt 9.4 kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/03_W2_L5_P3-Some_wavelet_theorems_and_properties.txt 6.5 kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/04_W2_L5_P4-Mexican_Hat_wavelet.mp4 22.6 MB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/04_W2_L5_P4-Mexican_Hat_wavelet.srt 10.0 kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/04_W2_L5_P4-Mexican_Hat_wavelet.txt 6.8 kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/05_W2_L5_P5-More_wavelet_properties.mp4 29.3 MB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/05_W2_L5_P5-More_wavelet_properties.srt 11.0 kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/05_W2_L5_P5-More_wavelet_properties.txt 7.5 kB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/01_W2_L6_P1-Wavelet_building_blocks-_Dialations_and_Translations.mp4 31.0 MB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/01_W2_L6_P1-Wavelet_building_blocks-_Dialations_and_Translations.srt 10.9 kB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/01_W2_L6_P1-Wavelet_building_blocks-_Dialations_and_Translations.txt 7.5 kB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/02_W2_L6_P2-An_analogy-Fourier_Analysis_and_eigenfunction_expansions.mp4 31.2 MB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/02_W2_L6_P2-An_analogy-Fourier_Analysis_and_eigenfunction_expansions.srt 10.7 kB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/02_W2_L6_P2-An_analogy-Fourier_Analysis_and_eigenfunction_expansions.txt 7.3 kB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/03_W2_L6_P3-The_wavelet_basis.mp4 30.2 MB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/03_W2_L6_P3-The_wavelet_basis.srt 11.0 kB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/03_W2_L6_P3-The_wavelet_basis.txt 7.6 kB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/04_W2_L6_P4-Multi-resolution_analysis.mp4 25.6 MB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/04_W2_L6_P4-Multi-resolution_analysis.srt 8.5 kB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/04_W2_L6_P4-Multi-resolution_analysis.txt 5.9 kB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/01_W3_L7_P1-Building_signals_in_MATLAB.mp4 19.3 MB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/01_W3_L7_P1-Building_signals_in_MATLAB.srt 11.6 kB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/01_W3_L7_P1-Building_signals_in_MATLAB.txt 8.0 kB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/02_W3_L7_P2-The_Gabor_Transform.mp4 30.0 MB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/02_W3_L7_P2-The_Gabor_Transform.srt 17.2 kB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/02_W3_L7_P2-The_Gabor_Transform.txt 11.8 kB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/03_W3_L7_P3-Spectrograms.mp4 39.3 MB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/03_W3_L7_P3-Spectrograms.srt 19.2 kB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/03_W3_L7_P3-Spectrograms.txt 13.2 kB
11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/01_W3_L8_P1-Filter_Design_Toolbox.mp4 47.1 MB
11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/01_W3_L8_P1-Filter_Design_Toolbox.srt 24.4 kB
11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/01_W3_L8_P1-Filter_Design_Toolbox.txt 16.7 kB
11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/02_W3_L8_P2-Wavelet_Toolbox.mp4 63.1 MB
11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/02_W3_L8_P2-Wavelet_Toolbox.srt 29.8 kB
11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/02_W3_L8_P2-Wavelet_Toolbox.txt 20.4 kB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/01_W4_L9_P1-Applications_of_image_processing.mp4 34.3 MB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/01_W4_L9_P1-Applications_of_image_processing.srt 13.9 kB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/01_W4_L9_P1-Applications_of_image_processing.txt 9.6 kB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/02_W4_L9_P2-MATLAB_and_image_manipulation.mp4 13.1 MB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/02_W4_L9_P2-MATLAB_and_image_manipulation.srt 7.1 kB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/02_W4_L9_P2-MATLAB_and_image_manipulation.txt 4.8 kB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/03_W4_L9_P3-Spectrum_of_Images.mp4 28.4 MB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/03_W4_L9_P3-Spectrum_of_Images.srt 13.6 kB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/03_W4_L9_P3-Spectrum_of_Images.txt 9.3 kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/01_W4_L10_P1-Image_Properties.mp4 29.0 MB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/01_W4_L10_P1-Image_Properties.srt 13.2 kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/01_W4_L10_P1-Image_Properties.txt 9.1 kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/02_W4_L10_P2-Adding_Image_Noise.mp4 23.1 MB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/02_W4_L10_P2-Adding_Image_Noise.srt 11.8 kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/02_W4_L10_P2-Adding_Image_Noise.txt 8.2 kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/03_W4_L10_P3-Basic_Image_Filter_Setup.mp4 24.2 MB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/03_W4_L10_P3-Basic_Image_Filter_Setup.srt 12.7 kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/03_W4_L10_P3-Basic_Image_Filter_Setup.txt 8.7 kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/04_W4_L10_P4-Gaussian_Data_Filtering.mp4 12.9 MB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/04_W4_L10_P4-Gaussian_Data_Filtering.srt 7.3 kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/04_W4_L10_P4-Gaussian_Data_Filtering.txt 5.0 kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/05_W4_L10_P5-Filter_Design_and_Image_Clean-up.mp4 29.0 MB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/05_W4_L10_P5-Filter_Design_and_Image_Clean-up.srt 14.6 kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/05_W4_L10_P5-Filter_Design_and_Image_Clean-up.txt 10.0 kB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/01_W4_L11_P1-_Filtering_through_diffusion.mp4 31.3 MB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/01_W4_L11_P1-_Filtering_through_diffusion.srt 12.2 kB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/01_W4_L11_P1-_Filtering_through_diffusion.txt 8.4 kB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/02_W4_L11_P2_-_The_1D_Diffusion_Equation.mp4 28.5 MB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/02_W4_L11_P2_-_The_1D_Diffusion_Equation.srt 11.9 kB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/02_W4_L11_P2_-_The_1D_Diffusion_Equation.txt 8.2 kB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/03_W4_L11_P3_-_Equivalence_of_Diffusion_with_Gaussian_Filtering.mp4 30.8 MB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/03_W4_L11_P3_-_Equivalence_of_Diffusion_with_Gaussian_Filtering.srt 11.8 kB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/03_W4_L11_P3_-_Equivalence_of_Diffusion_with_Gaussian_Filtering.txt 8.1 kB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/04_W4_L11_P4_-_MATLAB_implementation_of_diffusion_filtering.mp4 39.3 MB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/04_W4_L11_P4_-_MATLAB_implementation_of_diffusion_filtering.srt 23.1 kB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/04_W4_L11_P4_-_MATLAB_implementation_of_diffusion_filtering.txt 15.8 kB
15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/01_W5_L12_P1_-_Matrix_manipulations_on_data.mp4 31.1 MB
15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/01_W5_L12_P1_-_Matrix_manipulations_on_data.srt 10.8 kB
15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/01_W5_L12_P1_-_Matrix_manipulations_on_data.txt 7.5 kB
15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/02_W5_L12_P2_-_Basics_of_the_SVD.mp4 24.3 MB
15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/02_W5_L12_P2_-_Basics_of_the_SVD.srt 8.6 kB
15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/02_W5_L12_P2_-_Basics_of_the_SVD.txt 5.9 kB
15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/03_W5_L12_P3_-_Matrix_Decomposition.mp4 28.3 MB
15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/03_W5_L12_P3_-_Matrix_Decomposition.srt 11.1 kB
15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/03_W5_L12_P3_-_Matrix_Decomposition.txt 7.7 kB
15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/04_W5_L12_P4_-_Properties_of_the_SVD.mp4 20.8 MB
15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/04_W5_L12_P4_-_Properties_of_the_SVD.srt 6.7 kB
15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/04_W5_L12_P4_-_Properties_of_the_SVD.txt 4.6 kB
15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/05_W5_L12_P5_-_Computing_the_SVD.mp4 27.2 MB
15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/05_W5_L12_P5_-_Computing_the_SVD.srt 10.3 kB
15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/05_W5_L12_P5_-_Computing_the_SVD.txt 7.1 kB
16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/01_W5_L13_P1_-_Review_of_SVD.mp4 28.0 MB
16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/01_W5_L13_P1_-_Review_of_SVD.srt 12.4 kB
16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/01_W5_L13_P1_-_Review_of_SVD.txt 8.5 kB
16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/02_W5_L13_P2_-_Diagonalization_of_Matrices.mp4 34.0 MB
16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/02_W5_L13_P2_-_Diagonalization_of_Matrices.srt 13.2 kB
16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/02_W5_L13_P2_-_Diagonalization_of_Matrices.txt 9.1 kB
16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/03_W5_L13_P3_-_SVD_Diagonalization.mp4 26.7 MB
16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/03_W5_L13_P3_-_SVD_Diagonalization.srt 9.7 kB
16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/03_W5_L13_P3_-_SVD_Diagonalization.txt 6.7 kB
16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/04_W5_L13_P4_-_Theorems_of_the_SVD.mp4 25.5 MB
16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/04_W5_L13_P4_-_Theorems_of_the_SVD.srt 9.2 kB
16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/04_W5_L13_P4_-_Theorems_of_the_SVD.txt 6.3 kB
16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/05_W5_L13_P5_-_Low-rank_Reductions.mp4 29.3 MB
16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/05_W5_L13_P5_-_Low-rank_Reductions.srt 9.0 kB
16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/05_W5_L13_P5_-_Low-rank_Reductions.txt 6.2 kB
17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/01_W5_L14_P1_-_A_Spring_Mass_System.mp4 57.1 MB
17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/01_W5_L14_P1_-_A_Spring_Mass_System.srt 21.0 kB
17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/01_W5_L14_P1_-_A_Spring_Mass_System.txt 14.4 kB
17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/02_W5_L14_P2_-_The_Variance_and_Covariance_of_the_Data.mp4 35.4 MB
17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/02_W5_L14_P2_-_The_Variance_and_Covariance_of_the_Data.srt 13.3 kB
17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/02_W5_L14_P2_-_The_Variance_and_Covariance_of_the_Data.txt 9.1 kB
17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/03_W5_L14_P3_-_Covariance_Matrix_and_Redundancy.mp4 27.8 MB
17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/03_W5_L14_P3_-_Covariance_Matrix_and_Redundancy.srt 10.2 kB
17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/03_W5_L14_P3_-_Covariance_Matrix_and_Redundancy.txt 7.0 kB
17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/04_W5_L14_P4_-_The_SVD_and_PCA.mp4 27.3 MB
17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/04_W5_L14_P4_-_The_SVD_and_PCA.srt 12.6 kB
17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/04_W5_L14_P4_-_The_SVD_and_PCA.txt 8.6 kB
18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/01_W6_L15_P1-_Interpreting_the_covariance_matrix-diagonal_elements.mp4 29.6 MB
18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/01_W6_L15_P1-_Interpreting_the_covariance_matrix-diagonal_elements.srt 10.5 kB
18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/01_W6_L15_P1-_Interpreting_the_covariance_matrix-diagonal_elements.txt 7.3 kB
18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/02_W6_L15_P2-Interpreting_the_covariance_matrix-off-diagonals.mp4 26.4 MB
18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/02_W6_L15_P2-Interpreting_the_covariance_matrix-off-diagonals.srt 10.5 kB
18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/02_W6_L15_P2-Interpreting_the_covariance_matrix-off-diagonals.txt 7.2 kB
18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/03_W6_L15_P3-Relationship_to_eigenvectors-eigenvalues.mp4 25.5 MB
18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/03_W6_L15_P3-Relationship_to_eigenvectors-eigenvalues.srt 84 Bytes
18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/03_W6_L15_P3-Relationship_to_eigenvectors-eigenvalues.txt 50 Bytes
18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/04_W6_L15_P4-SVD_versus_EIGS.mp4 25.1 MB
18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/04_W6_L15_P4-SVD_versus_EIGS.srt 9.4 kB
18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/04_W6_L15_P4-SVD_versus_EIGS.txt 6.5 kB
18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/05_W6_L15_P5-Interpretation_for_spring-mass_system.mp4 36.2 MB
18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/05_W6_L15_P5-Interpretation_for_spring-mass_system.srt 13.5 kB
18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/05_W6_L15_P5-Interpretation_for_spring-mass_system.txt 9.3 kB
19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/01_W6_L16_P1-Modal_expansions.mp4 35.1 MB
19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/01_W6_L16_P1-Modal_expansions.srt 14.7 kB
19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/01_W6_L16_P1-Modal_expansions.txt 10.1 kB
19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/02_W6_L16_P2-SVD_for_basis_expansions.mp4 24.6 MB
19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/02_W6_L16_P2-SVD_for_basis_expansions.srt 12.5 kB
19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/02_W6_L16_P2-SVD_for_basis_expansions.txt 8.6 kB
19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/03_W6_L16_P3-Low_rank_reconstructions_of_a_function.mp4 29.8 MB
19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/03_W6_L16_P3-Low_rank_reconstructions_of_a_function.srt 18.0 kB
19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/03_W6_L16_P3-Low_rank_reconstructions_of_a_function.txt 12.4 kB
19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/04_W6_L16_P4-Another_low-rank_approximation.mp4 25.3 MB
19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/04_W6_L16_P4-Another_low-rank_approximation.srt 16.0 kB
19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/04_W6_L16_P4-Another_low-rank_approximation.txt 11.0 kB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/01_W7_L17_P1_-_Independent_Components_-_The_Cocktail_Party_Problem.mp4 36.4 MB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/01_W7_L17_P1_-_Independent_Components_-_The_Cocktail_Party_Problem.srt 15.0 kB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/01_W7_L17_P1_-_Independent_Components_-_The_Cocktail_Party_Problem.txt 10.3 kB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/02_W7_L17_P2_-_Signal_Separation.mp4 24.3 MB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/02_W7_L17_P2_-_Signal_Separation.srt 11.0 kB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/02_W7_L17_P2_-_Signal_Separation.txt 7.6 kB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/03_W7_L17_P3_-_Separating_Images.mp4 25.2 MB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/03_W7_L17_P3_-_Separating_Images.srt 12.7 kB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/03_W7_L17_P3_-_Separating_Images.txt 8.7 kB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/04_W7_L17_P4_-_Mathematical_Framework_and_the_SVD.mp4 38.2 MB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/04_W7_L17_P4_-_Mathematical_Framework_and_the_SVD.srt 17.0 kB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/04_W7_L17_P4_-_Mathematical_Framework_and_the_SVD.txt 11.7 kB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/01_W7_L18_P1_-_Review_of_Mathematical_Algorithm.mp4 33.2 MB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/01_W7_L18_P1_-_Review_of_Mathematical_Algorithm.srt 11.6 kB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/01_W7_L18_P1_-_Review_of_Mathematical_Algorithm.txt 8.0 kB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/02_W7_L18_P2_-_Computing_the_Principal_Directions.mp4 35.9 MB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/02_W7_L18_P2_-_Computing_the_Principal_Directions.srt 14.3 kB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/02_W7_L18_P2_-_Computing_the_Principal_Directions.txt 9.8 kB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/03_W7_L18_P3_-_Computing_the_Stretching.mp4 25.6 MB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/03_W7_L18_P3_-_Computing_the_Stretching.srt 9.9 kB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/03_W7_L18_P3_-_Computing_the_Stretching.txt 6.8 kB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/04_W7_L18_P4_-_Using_Kurtosis_for_Final_Analysis.mp4 35.8 MB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/04_W7_L18_P4_-_Using_Kurtosis_for_Final_Analysis.srt 11.7 kB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/04_W7_L18_P4_-_Using_Kurtosis_for_Final_Analysis.txt 8.0 kB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/05_W7_L18_P5_-_Combining_all_the_Components_for_ICA.mp4 32.6 MB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/05_W7_L18_P5_-_Combining_all_the_Components_for_ICA.srt 11.1 kB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/05_W7_L18_P5_-_Combining_all_the_Components_for_ICA.txt 7.6 kB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/01_W7_L19_P1_-_Algorithm_Overview_of_ICA_and_Image_Separation.mp4 29.4 MB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/01_W7_L19_P1_-_Algorithm_Overview_of_ICA_and_Image_Separation.srt 15.5 kB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/01_W7_L19_P1_-_Algorithm_Overview_of_ICA_and_Image_Separation.txt 10.6 kB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/02_W7_L19_P2_-_Mixing_Images.mp4 17.0 MB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/02_W7_L19_P2_-_Mixing_Images.srt 10.5 kB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/02_W7_L19_P2_-_Mixing_Images.txt 7.2 kB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/03_W7_L19_P3_-_Computing_the_Stretching_and_Rotation.mp4 26.5 MB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/03_W7_L19_P3_-_Computing_the_Stretching_and_Rotation.srt 15.0 kB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/03_W7_L19_P3_-_Computing_the_Stretching_and_Rotation.txt 10.2 kB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/04_W7_L19_P4_-_Separating_the_Images.mp4 34.0 MB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/04_W7_L19_P4_-_Separating_the_Images.srt 17.4 kB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/04_W7_L19_P4_-_Separating_the_Images.txt 12.0 kB
23_Week_8_-_Lecture_20_-_Image_Recognition/01_W8_L20_P1-Introduction_to_recognition_ideas.mp4 39.2 MB
23_Week_8_-_Lecture_20_-_Image_Recognition/01_W8_L20_P1-Introduction_to_recognition_ideas.srt 19.5 kB
23_Week_8_-_Lecture_20_-_Image_Recognition/01_W8_L20_P1-Introduction_to_recognition_ideas.txt 13.4 kB
23_Week_8_-_Lecture_20_-_Image_Recognition/02_W8_L20_P2-Quantifying_image_recognition.mp4 43.0 MB
23_Week_8_-_Lecture_20_-_Image_Recognition/02_W8_L20_P2-Quantifying_image_recognition.srt 16.6 kB
23_Week_8_-_Lecture_20_-_Image_Recognition/02_W8_L20_P2-Quantifying_image_recognition.txt 11.4 kB
23_Week_8_-_Lecture_20_-_Image_Recognition/03_W8_L20_P3-Pre-processing_dog_cat_images.mp4 18.8 MB
23_Week_8_-_Lecture_20_-_Image_Recognition/03_W8_L20_P3-Pre-processing_dog_cat_images.srt 8.8 kB
23_Week_8_-_Lecture_20_-_Image_Recognition/03_W8_L20_P3-Pre-processing_dog_cat_images.txt 6.0 kB
23_Week_8_-_Lecture_20_-_Image_Recognition/04_W8_L20_P4-wavelet_transforming_dogs_cats.mp4 26.7 MB
23_Week_8_-_Lecture_20_-_Image_Recognition/04_W8_L20_P4-wavelet_transforming_dogs_cats.srt 13.5 kB
23_Week_8_-_Lecture_20_-_Image_Recognition/04_W8_L20_P4-wavelet_transforming_dogs_cats.txt 9.3 kB
24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/01_W8_L21_P1-Wavelet_dogs_and_cats.mp4 25.2 MB
24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/01_W8_L21_P1-Wavelet_dogs_and_cats.srt 12.9 kB
24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/01_W8_L21_P1-Wavelet_dogs_and_cats.txt 8.8 kB
24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/02_W8_L21_P2-Building_dog_cat_PCA_components.mp4 33.5 MB
24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/02_W8_L21_P2-Building_dog_cat_PCA_components.srt 17.9 kB
24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/02_W8_L21_P2-Building_dog_cat_PCA_components.txt 12.3 kB
24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/03_W8_L21_P3-Features.mp4 21.1 MB
24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/03_W8_L21_P3-Features.srt 11.8 kB
24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/03_W8_L21_P3-Features.txt 8.1 kB
24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/04_W8_L21_P4-linear_discrimination.mp4 27.8 MB
24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/04_W8_L21_P4-linear_discrimination.srt 10.8 kB
24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/04_W8_L21_P4-linear_discrimination.txt 7.4 kB
25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/01_W8_L22_P1-Putting_all_the_algorithm_parts_together.mp4 33.4 MB
25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/01_W8_L22_P1-Putting_all_the_algorithm_parts_together.srt 12.5 kB
25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/01_W8_L22_P1-Putting_all_the_algorithm_parts_together.txt 8.6 kB
25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/02_W8_L22_P2-Training_sets.mp4 23.4 MB
25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/02_W8_L22_P2-Training_sets.srt 11.7 kB
25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/02_W8_L22_P2-Training_sets.txt 8.1 kB
25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/03_W8_L22_P3-The_linear_discriminant.mp4 34.9 MB
25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/03_W8_L22_P3-The_linear_discriminant.srt 17.3 kB
25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/03_W8_L22_P3-The_linear_discriminant.txt 11.9 kB
25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/04_W8_L22_P4-Recognition_results.mp4 37.3 MB
25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/04_W8_L22_P4-Recognition_results.srt 16.9 kB
25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/04_W8_L22_P4-Recognition_results.txt 11.6 kB
26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/01_W9_L23_P1-Data_fitting_and_norms.mp4 35.6 MB
26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/01_W9_L23_P1-Data_fitting_and_norms.srt 14.2 kB
26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/01_W9_L23_P1-Data_fitting_and_norms.txt 9.4 kB
26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/02_W9_L23_P2-Comparison_of_L2_and_L1_norms.mp4 26.7 MB
26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/02_W9_L23_P2-Comparison_of_L2_and_L1_norms.srt 13.4 kB
26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/02_W9_L23_P2-Comparison_of_L2_and_L1_norms.txt 8.7 kB
26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/03_W9_L23_P3-Underdetermined_systems.mp4 31.2 MB
26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/03_W9_L23_P3-Underdetermined_systems.srt 13.8 kB
26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/03_W9_L23_P3-Underdetermined_systems.txt 9.0 kB
26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/04_W9_L23_P4-Overdetermined_systems.mp4 42.0 MB
26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/04_W9_L23_P4-Overdetermined_systems.srt 15.7 kB
26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/04_W9_L23_P4-Overdetermined_systems.txt 10.3 kB
27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/01_W9_L24_P1-Signal_Reconstruction.mp4 26.8 MB
27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/01_W9_L24_P1-Signal_Reconstruction.srt 11.6 kB
27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/01_W9_L24_P1-Signal_Reconstruction.txt 7.6 kB
27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/02_W9_L24_P2-Linear_algebra_and_underdetermined_systems.mp4 42.1 MB
27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/02_W9_L24_P2-Linear_algebra_and_underdetermined_systems.srt 14.1 kB
27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/02_W9_L24_P2-Linear_algebra_and_underdetermined_systems.txt 9.3 kB
27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/03_W9_L24_P3-Circumventing_Nyquist.mp4 39.6 MB
27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/03_W9_L24_P3-Circumventing_Nyquist.srt 20.6 kB
27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/03_W9_L24_P3-Circumventing_Nyquist.txt 13.5 kB
27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/04_W9_L24_P4-Implementing_a_compressive_sensing_signal_reconstruction.mp4 41.9 MB
27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/04_W9_L24_P4-Implementing_a_compressive_sensing_signal_reconstruction.srt 16.3 kB
27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/04_W9_L24_P4-Implementing_a_compressive_sensing_signal_reconstruction.txt 10.6 kB
28_Week_9_-_Lecture_25_-_Data/01_W9_L25_P1-Image_analysis_and_reconstruction.mp4 34.4 MB
28_Week_9_-_Lecture_25_-_Data/01_W9_L25_P1-Image_analysis_and_reconstruction.srt 18.3 kB
28_Week_9_-_Lecture_25_-_Data/01_W9_L25_P1-Image_analysis_and_reconstruction.txt 11.9 kB
28_Week_9_-_Lecture_25_-_Data/02_W9_L25_P2-Image_Compression.mp4 31.7 MB
28_Week_9_-_Lecture_25_-_Data/02_W9_L25_P2-Image_Compression.srt 15.6 kB
28_Week_9_-_Lecture_25_-_Data/02_W9_L25_P2-Image_Compression.txt 10.2 kB
28_Week_9_-_Lecture_25_-_Data/03_W9_L25_P3-Sampling_and_construction_of_Axb.mp4 35.4 MB
28_Week_9_-_Lecture_25_-_Data/03_W9_L25_P3-Sampling_and_construction_of_Axb.srt 15.5 kB
28_Week_9_-_Lecture_25_-_Data/03_W9_L25_P3-Sampling_and_construction_of_Axb.txt 10.2 kB
28_Week_9_-_Lecture_25_-_Data/04_W9_L25_P4-Sampling_masks_and_image_reconstruction.mp4 43.5 MB
28_Week_9_-_Lecture_25_-_Data/04_W9_L25_P4-Sampling_masks_and_image_reconstruction.srt 20.1 kB
28_Week_9_-_Lecture_25_-_Data/04_W9_L25_P4-Sampling_masks_and_image_reconstruction.txt 13.2 kB
29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/01_W10_L26_P1-Basic_techniques_for_solving_PDEs.mp4 34.9 MB
29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/01_W10_L26_P1-Basic_techniques_for_solving_PDEs.srt 13.4 kB
29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/01_W10_L26_P1-Basic_techniques_for_solving_PDEs.txt 8.8 kB
29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/02_W10_L26_P2-Basis_expansion_techniques.mp4 33.2 MB
29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/02_W10_L26_P2-Basis_expansion_techniques.srt 11.5 kB
29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/02_W10_L26_P2-Basis_expansion_techniques.txt 7.8 kB
29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/03_W10_L26_P3-The_nonlinear_schrodinger_equation.mp4 36.7 MB
29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/03_W10_L26_P3-The_nonlinear_schrodinger_equation.srt 17.4 kB
29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/03_W10_L26_P3-The_nonlinear_schrodinger_equation.txt 11.3 kB
29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/04_W10_L26_P4-The_2-soliton_breather_solution.mp4 53.2 MB
29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/04_W10_L26_P4-The_2-soliton_breather_solution.srt 23.5 kB
29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/04_W10_L26_P4-The_2-soliton_breather_solution.txt 15.4 kB
30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/01_W10_L27_P1-Computing_the_best_(low-rank)_basis.mp4 37.5 MB
30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/01_W10_L27_P1-Computing_the_best_(low-rank)_basis.srt 14.0 kB
30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/01_W10_L27_P1-Computing_the_best_(low-rank)_basis.txt 9.3 kB
30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/02_W10_L27_P2-Applying_orthogonality.mp4 27.8 MB
30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/02_W10_L27_P2-Applying_orthogonality.srt 9.7 kB
30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/02_W10_L27_P2-Applying_orthogonality.txt 6.3 kB
30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/03_W10_L27_P3-Comparison_of_low-rank_approximations.mp4 33.0 MB
30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/03_W10_L27_P3-Comparison_of_low-rank_approximations.srt 13.7 kB
30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/03_W10_L27_P3-Comparison_of_low-rank_approximations.txt 9.0 kB
30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/04_W10_L27_P4-Dynamics_of_two-mode_approximation.mp4 28.1 MB
30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/04_W10_L27_P4-Dynamics_of_two-mode_approximation.srt 12.3 kB
30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/04_W10_L27_P4-Dynamics_of_two-mode_approximation.txt 8.2 kB
31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/01_W10_L28_P1-Applying_the_reduction_techniques_to_PDEs-__water_waves.mp4 44.4 MB
31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/01_W10_L28_P1-Applying_the_reduction_techniques_to_PDEs-__water_waves.srt 21.8 kB
31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/01_W10_L28_P1-Applying_the_reduction_techniques_to_PDEs-__water_waves.txt 14.4 kB
31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/02_W10_L28_P2-The_water_waves_in_the_right_basis.mp4 34.4 MB
31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/02_W10_L28_P2-The_water_waves_in_the_right_basis.srt 16.0 kB
31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/02_W10_L28_P2-The_water_waves_in_the_right_basis.txt 10.6 kB
31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/03_W10_L28_P3-reducing_the_mode-locked_laser_problem.mp4 30.8 MB
31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/03_W10_L28_P3-reducing_the_mode-locked_laser_problem.srt 14.6 kB
31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/03_W10_L28_P3-reducing_the_mode-locked_laser_problem.txt 9.6 kB
31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/04_W10_L28_P4-reduction_of_a_neuro-sensory_systems.mp4 31.9 MB
31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/04_W10_L28_P4-reduction_of_a_neuro-sensory_systems.srt 15.5 kB
31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/04_W10_L28_P4-reduction_of_a_neuro-sensory_systems.txt 10.2 kB

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