[Coursera] Computational Methods for Data Analysis (University of Washington) (compmethods)
University of Washington

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01_Computational_Methods_Course_Overview/01_Course_Overview.mp4 16.21MB
01_Computational_Methods_Course_Overview/01_Course_Overview.srt 4.05kB
01_Computational_Methods_Course_Overview/01_Course_Overview.txt 2.77kB
02_Introduction_to_the_Course/01_Course_Introduction_9-30.mp4 59.97MB
02_Introduction_to_the_Course/01_Course_Introduction_9-30.srt 12.93kB
02_Introduction_to_the_Course/01_Course_Introduction_9-30.txt 8.86kB
03_MATLAB_Usage_in_Course/01_Use_of_MATLAB_for_the__course_2-41.mp4 16.92MB
03_MATLAB_Usage_in_Course/01_Use_of_MATLAB_for_the__course_2-41.srt 3.26kB
03_MATLAB_Usage_in_Course/01_Use_of_MATLAB_for_the__course_2-41.txt 2.24kB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/01_W01_L01_P01_-_Basics_of_the_Fourier_Transform_10-16.mp4 27.70MB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/01_W01_L01_P01_-_Basics_of_the_Fourier_Transform_10-16.srt 11.73kB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/01_W01_L01_P01_-_Basics_of_the_Fourier_Transform_10-16.txt 8.07kB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/02_W01_L01_P02_-_Representation_of_signals_as_frequencies_10-01.mp4 29.39MB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/02_W01_L01_P02_-_Representation_of_signals_as_frequencies_10-01.srt 12.39kB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/02_W01_L01_P02_-_Representation_of_signals_as_frequencies_10-01.txt 8.51kB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/03_W01_L01_P03_-_Implementing_the_FFT_routine_13-24.mp4 27.06MB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/03_W01_L01_P03_-_Implementing_the_FFT_routine_13-24.srt 15.68kB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/03_W01_L01_P03_-_Implementing_the_FFT_routine_13-24.txt 10.78kB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/04_W01_L01_P04_-_Derivatives_with_the_FFT_9-35.mp4 17.44MB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/04_W01_L01_P04_-_Derivatives_with_the_FFT_9-35.srt 12.10kB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/04_W01_L01_P04_-_Derivatives_with_the_FFT_9-35.txt 8.33kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/01_W01_L02_P01_-_The_FFT_for_Radar_8-13.mp4 23.98MB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/01_W01_L02_P01_-_The_FFT_for_Radar_8-13.srt 11.22kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/01_W01_L02_P01_-_The_FFT_for_Radar_8-13.txt 7.71kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/02_W01_L02_P02_-_Signals_FFT_and_noise_11-22.mp4 24.67MB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/02_W01_L02_P02_-_Signals_FFT_and_noise_11-22.srt 14.32kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/02_W01_L02_P02_-_Signals_FFT_and_noise_11-22.txt 9.83kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/03_W01_L02_P03_-_White_noise_on_signals_7-35.mp4 16.23MB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/03_W01_L02_P03_-_White_noise_on_signals_7-35.srt 9.01kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/03_W01_L02_P03_-_White_noise_on_signals_7-35.txt 6.21kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/04_W01_L02_P04_-_Denoising_via_filtering_9-56.mp4 21.33MB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/04_W01_L02_P04_-_Denoising_via_filtering_9-56.srt 11.72kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/04_W01_L02_P04_-_Denoising_via_filtering_9-56.txt 8.07kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/05_W01_L02_P05_-_Signal_detection_and_thresholding_7-00.mp4 20.82MB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/05_W01_L02_P05_-_Signal_detection_and_thresholding_7-00.srt 9.89kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/05_W01_L02_P05_-_Signal_detection_and_thresholding_7-00.txt 6.76kB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/01_W01_L03_P01_-_Averaging_over_white-noise_in_signals_10-33.mp4 27.78MB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/01_W01_L03_P01_-_Averaging_over_white-noise_in_signals_10-33.srt 13.61kB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/01_W01_L03_P01_-_Averaging_over_white-noise_in_signals_10-33.txt 9.35kB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/02_W01_L03_P02_-_Convergence_to_signal_through_repeated_sampling_12-25.mp4 27.66MB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/02_W01_L03_P02_-_Convergence_to_signal_through_repeated_sampling_12-25.srt 14.86kB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/02_W01_L03_P02_-_Convergence_to_signal_through_repeated_sampling_12-25.txt 10.22kB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/03_W01_L03_P03_-_Moving_signals_and_averaging_in_frequency_15-23.mp4 36.44MB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/03_W01_L03_P03_-_Moving_signals_and_averaging_in_frequency_15-23.srt 18.53kB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/03_W01_L03_P03_-_Moving_signals_and_averaging_in_frequency_15-23.txt 12.68kB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/04_W01_L03_P04_-_Signal_detection_through_averaging_and_averaging_10-04.mp4 29.02MB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/04_W01_L03_P04_-_Signal_detection_through_averaging_and_averaging_10-04.srt 12.18kB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/04_W01_L03_P04_-_Signal_detection_through_averaging_and_averaging_10-04.txt 8.38kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/01_W2_L4_P1-A_Window_for_Fourier_Transforming_9-35.mp4 31.01MB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/01_W2_L4_P1-A_Window_for_Fourier_Transforming_9-35.srt 12.49kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/01_W2_L4_P1-A_Window_for_Fourier_Transforming_9-35.txt 8.58kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/02_W2_L4_P2-The_Gabor_Transform_10-03.mp4 30.50MB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/02_W2_L4_P2-The_Gabor_Transform_10-03.srt 11.48kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/02_W2_L4_P2-The_Gabor_Transform_10-03.txt 7.90kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/03_W2_L4_P3-Propeties_of_the_Gabor_Transform_9-06.mp4 28.76MB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/03_W2_L4_P3-Propeties_of_the_Gabor_Transform_9-06.srt 9.64kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/03_W2_L4_P3-Propeties_of_the_Gabor_Transform_9-06.txt 6.62kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/04_W2_L4_P4-Trade-offs_in_time-frequency_representations_9-45.mp4 28.37MB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/04_W2_L4_P4-Trade-offs_in_time-frequency_representations_9-45.srt 11.72kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/04_W2_L4_P4-Trade-offs_in_time-frequency_representations_9-45.txt 8.06kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/05_W2_L4_P5-Other_short-time_transforms_8-10.mp4 24.14MB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/05_W2_L4_P5-Other_short-time_transforms_8-10.srt 9.54kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/05_W2_L4_P5-Other_short-time_transforms_8-10.txt 6.56kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/01_W2_L5_P1-Introduction_to_Wavelets_12-40.mp4 36.69MB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/01_W2_L5_P1-Introduction_to_Wavelets_12-40.srt 14.98kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/01_W2_L5_P1-Introduction_to_Wavelets_12-40.txt 10.26kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/02_W2_L5_P2-The_Haar_wavelet_8-54.mp4 25.52MB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/02_W2_L5_P2-The_Haar_wavelet_8-54.srt 10.76kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/02_W2_L5_P2-The_Haar_wavelet_8-54.txt 7.40kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/03_W2_L5_P3-Some_wavelet_theorems_and_properties_8-59.mp4 23.85MB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/03_W2_L5_P3-Some_wavelet_theorems_and_properties_8-59.srt 9.43kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/03_W2_L5_P3-Some_wavelet_theorems_and_properties_8-59.txt 6.48kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/04_W2_L5_P4-Mexican_Hat_wavelet_8-44.mp4 22.57MB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/04_W2_L5_P4-Mexican_Hat_wavelet_8-44.srt 9.97kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/04_W2_L5_P4-Mexican_Hat_wavelet_8-44.txt 6.84kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/05_W2_L5_P5-More_wavelet_properties_10-19.mp4 29.28MB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/05_W2_L5_P5-More_wavelet_properties_10-19.srt 10.98kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/05_W2_L5_P5-More_wavelet_properties_10-19.txt 7.55kB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/01_W2_L6_P1-Wavelet_building_blocks-_Dialations_and_Translations_9-17.mp4 31.02MB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/01_W2_L6_P1-Wavelet_building_blocks-_Dialations_and_Translations_9-17.srt 10.95kB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/01_W2_L6_P1-Wavelet_building_blocks-_Dialations_and_Translations_9-17.txt 7.52kB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/02_W2_L6_P2-An_analogy-Fourier_Analysis_and_eigenfunction_expansions_9-54.mp4 31.24MB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/02_W2_L6_P2-An_analogy-Fourier_Analysis_and_eigenfunction_expansions_9-54.srt 10.66kB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/02_W2_L6_P2-An_analogy-Fourier_Analysis_and_eigenfunction_expansions_9-54.txt 7.34kB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/03_W2_L6_P3-The_wavelet_basis_10-06.mp4 30.21MB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/03_W2_L6_P3-The_wavelet_basis_10-06.srt 11.03kB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/03_W2_L6_P3-The_wavelet_basis_10-06.txt 7.60kB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/04_W2_L6_P4-Multi-resolution_analysis_8-53.mp4 25.55MB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/04_W2_L6_P4-Multi-resolution_analysis_8-53.srt 8.51kB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/04_W2_L6_P4-Multi-resolution_analysis_8-53.txt 5.86kB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/01_W3_L7_P1-Building_signals_in_MATLAB_10-37.mp4 19.34MB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/01_W3_L7_P1-Building_signals_in_MATLAB_10-37.srt 11.62kB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/01_W3_L7_P1-Building_signals_in_MATLAB_10-37.txt 8.01kB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/02_W3_L7_P2-The_Gabor_Transform_15-54.mp4 30.01MB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/02_W3_L7_P2-The_Gabor_Transform_15-54.srt 17.24kB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/02_W3_L7_P2-The_Gabor_Transform_15-54.txt 11.84kB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/03_W3_L7_P3-Spectrograms_16-54.mp4 39.31MB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/03_W3_L7_P3-Spectrograms_16-54.srt 19.16kB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/03_W3_L7_P3-Spectrograms_16-54.txt 13.15kB
11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/01_W3_L8_P1-Filter_Design_Toolbox_19-59.mp4 47.06MB
11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/01_W3_L8_P1-Filter_Design_Toolbox_19-59.srt 24.42kB
11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/01_W3_L8_P1-Filter_Design_Toolbox_19-59.txt 16.74kB
11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/02_W3_L8_P2-Wavelet_Toolbox_25-05.mp4 63.06MB
11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/02_W3_L8_P2-Wavelet_Toolbox_25-05.srt 29.82kB
11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/02_W3_L8_P2-Wavelet_Toolbox_25-05.txt 20.40kB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/01_W4_L9_P1-Applications_of_image_processing_12-41.mp4 34.33MB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/01_W4_L9_P1-Applications_of_image_processing_12-41.srt 13.93kB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/01_W4_L9_P1-Applications_of_image_processing_12-41.txt 9.55kB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/02_W4_L9_P2-MATLAB_and_image_manipulation_7-02.mp4 13.10MB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/02_W4_L9_P2-MATLAB_and_image_manipulation_7-02.srt 7.06kB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/02_W4_L9_P2-MATLAB_and_image_manipulation_7-02.txt 4.85kB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/03_W4_L9_P3-Spectrum_of_Images_13-44.mp4 28.39MB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/03_W4_L9_P3-Spectrum_of_Images_13-44.srt 13.56kB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/03_W4_L9_P3-Spectrum_of_Images_13-44.txt 9.30kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/01_W4_L10_P1-Image_Properties_10-08.mp4 28.98MB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/01_W4_L10_P1-Image_Properties_10-08.srt 13.23kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/01_W4_L10_P1-Image_Properties_10-08.txt 9.08kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/02_W4_L10_P2-Adding_Image_Noise_10-16.mp4 23.10MB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/02_W4_L10_P2-Adding_Image_Noise_10-16.srt 11.83kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/02_W4_L10_P2-Adding_Image_Noise_10-16.txt 8.18kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/03_W4_L10_P3-Basic_Image_Filter_Setup_11-24.mp4 24.23MB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/03_W4_L10_P3-Basic_Image_Filter_Setup_11-24.srt 12.67kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/03_W4_L10_P3-Basic_Image_Filter_Setup_11-24.txt 8.71kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/04_W4_L10_P4-Gaussian_Data_Filtering_6-48.mp4 12.94MB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/04_W4_L10_P4-Gaussian_Data_Filtering_6-48.srt 7.32kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/04_W4_L10_P4-Gaussian_Data_Filtering_6-48.txt 5.04kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/05_W4_L10_P5-Filter_Design_and_Image_Clean-up_11-26.mp4 29.01MB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/05_W4_L10_P5-Filter_Design_and_Image_Clean-up_11-26.srt 14.61kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/05_W4_L10_P5-Filter_Design_and_Image_Clean-up_11-26.txt 10.05kB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/01_W4_L11_P1-_Filtering_through_diffusion_10-11.mp4 31.26MB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/01_W4_L11_P1-_Filtering_through_diffusion_10-11.srt 12.16kB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/01_W4_L11_P1-_Filtering_through_diffusion_10-11.txt 8.36kB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/02_W4_L11_P2_-_The_1D_Diffusion_Equation_9-22.mp4 28.52MB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/02_W4_L11_P2_-_The_1D_Diffusion_Equation_9-22.srt 11.92kB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/02_W4_L11_P2_-_The_1D_Diffusion_Equation_9-22.txt 8.23kB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/03_W4_L11_P3_-_Equivalence_of_Diffusion_with_Gaussian_Filtering_10-09.mp4 30.78MB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/03_W4_L11_P3_-_Equivalence_of_Diffusion_with_Gaussian_Filtering_10-09.srt 11.81kB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/03_W4_L11_P3_-_Equivalence_of_Diffusion_with_Gaussian_Filtering_10-09.txt 8.12kB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/04_W4_L11_P4_-_MATLAB_implementation_of_diffusion_filtering_20-05.mp4 39.34MB
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14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/04_W4_L11_P4_-_MATLAB_implementation_of_diffusion_filtering_20-05.txt 15.81kB
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15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/01_W5_L12_P1_-_Matrix_manipulations_on_data_10-44.txt 7.46kB
15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/02_W5_L12_P2_-_Basics_of_the_SVD_8-47.mp4 24.31MB
15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/02_W5_L12_P2_-_Basics_of_the_SVD_8-47.srt 8.57kB
15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/02_W5_L12_P2_-_Basics_of_the_SVD_8-47.txt 5.88kB
15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/03_W5_L12_P3_-_Matrix_Decomposition_9-54.mp4 28.27MB
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15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/03_W5_L12_P3_-_Matrix_Decomposition_9-54.txt 7.68kB
15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/04_W5_L12_P4_-_Properties_of_the_SVD_7-04.mp4 20.76MB
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15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/04_W5_L12_P4_-_Properties_of_the_SVD_7-04.txt 4.60kB
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15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/05_W5_L12_P5_-_Computing_the_SVD_10-05.txt 7.08kB
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16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/01_W5_L13_P1_-_Review_of_SVD_9-55.txt 8.51kB
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16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/02_W5_L13_P2_-_Diagonalization_of_Matrices_11-50.txt 9.08kB
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16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/03_W5_L13_P3_-_SVD_Diagonalization_9-24.txt 6.67kB
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16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/04_W5_L13_P4_-_Theorems_of_the_SVD_9-21.srt 9.16kB
16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/04_W5_L13_P4_-_Theorems_of_the_SVD_9-21.txt 6.29kB
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16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/05_W5_L13_P5_-_Low-rank_Reductions_9-19.txt 6.18kB
17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/01_W5_L14_P1_-_A_Spring_Mass_System_16-11.mp4 57.06MB
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17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/01_W5_L14_P1_-_A_Spring_Mass_System_16-11.txt 14.43kB
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17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/02_W5_L14_P2_-_The_Variance_and_Covariance_of_the_Data_11-56.txt 9.12kB
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17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/03_W5_L14_P3_-_Covariance_Matrix_and_Redundancy_9-35.txt 6.99kB
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17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/04_W5_L14_P4_-_The_SVD_and_PCA_10-11.txt 8.62kB
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18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/01_W6_L15_P1-_Interpreting_the_covariance_matrix-diagonal_elements_9-30.txt 7.26kB
18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/02_W6_L15_P2-Interpreting_the_covariance_matrix-off-diagonals_9-38.mp4 26.41MB
18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/02_W6_L15_P2-Interpreting_the_covariance_matrix-off-diagonals_9-38.srt 10.48kB
18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/02_W6_L15_P2-Interpreting_the_covariance_matrix-off-diagonals_9-38.txt 7.20kB
18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/03_W6_L15_P3-Relationship_to_eigenvectors-eigenvalues_8-03.mp4 25.49MB
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18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/03_W6_L15_P3-Relationship_to_eigenvectors-eigenvalues_8-03.txt 0.05kB
18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/04_W6_L15_P4-SVD_versus_EIGS_9-53.mp4 25.13MB
18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/04_W6_L15_P4-SVD_versus_EIGS_9-53.srt 9.44kB
18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/04_W6_L15_P4-SVD_versus_EIGS_9-53.txt 6.49kB
18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/05_W6_L15_P5-Interpretation_for_spring-mass_system_11-11.mp4 36.19MB
18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/05_W6_L15_P5-Interpretation_for_spring-mass_system_11-11.srt 13.49kB
18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/05_W6_L15_P5-Interpretation_for_spring-mass_system_11-11.txt 9.27kB
19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/01_W6_L16_P1-Modal_expansions_11-55.mp4 35.08MB
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19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/01_W6_L16_P1-Modal_expansions_11-55.txt 10.11kB
19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/02_W6_L16_P2-SVD_for_basis_expansions_10-41.mp4 24.58MB
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19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/02_W6_L16_P2-SVD_for_basis_expansions_10-41.txt 8.58kB
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19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/03_W6_L16_P3-Low_rank_reconstructions_of_a_function_15-09.srt 18.01kB
19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/03_W6_L16_P3-Low_rank_reconstructions_of_a_function_15-09.txt 12.38kB
19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/04_W6_L16_P4-Another_low-rank_approximation_13-15.mp4 25.32MB
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19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/04_W6_L16_P4-Another_low-rank_approximation_13-15.txt 11.01kB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/01_W7_L17_P1_-_Independent_Components_-_The_Cocktail_Party_Problem_12-11.mp4 36.37MB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/01_W7_L17_P1_-_Independent_Components_-_The_Cocktail_Party_Problem_12-11.srt 15.04kB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/01_W7_L17_P1_-_Independent_Components_-_The_Cocktail_Party_Problem_12-11.txt 10.32kB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/02_W7_L17_P2_-_Signal_Separation_8-49.mp4 24.28MB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/02_W7_L17_P2_-_Signal_Separation_8-49.srt 11.00kB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/02_W7_L17_P2_-_Signal_Separation_8-49.txt 7.57kB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/03_W7_L17_P3_-_Separating_Images_9-22.mp4 25.18MB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/03_W7_L17_P3_-_Separating_Images_9-22.srt 12.72kB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/03_W7_L17_P3_-_Separating_Images_9-22.txt 8.73kB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/04_W7_L17_P4_-_Mathematical_Framework_and_the_SVD_14-13.mp4 38.19MB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/04_W7_L17_P4_-_Mathematical_Framework_and_the_SVD_14-13.srt 17.04kB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/04_W7_L17_P4_-_Mathematical_Framework_and_the_SVD_14-13.txt 11.68kB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/01_W7_L18_P1_-_Review_of_Mathematical_Algorithm_10-12.mp4 33.16MB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/01_W7_L18_P1_-_Review_of_Mathematical_Algorithm_10-12.srt 11.65kB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/01_W7_L18_P1_-_Review_of_Mathematical_Algorithm_10-12.txt 7.99kB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/02_W7_L18_P2_-_Computing_the_Principal_Directions_12-38.mp4 35.95MB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/02_W7_L18_P2_-_Computing_the_Principal_Directions_12-38.srt 14.31kB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/02_W7_L18_P2_-_Computing_the_Principal_Directions_12-38.txt 9.82kB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/03_W7_L18_P3_-_Computing_the_Stretching_10-06.mp4 25.60MB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/03_W7_L18_P3_-_Computing_the_Stretching_10-06.srt 9.85kB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/03_W7_L18_P3_-_Computing_the_Stretching_10-06.txt 6.79kB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/04_W7_L18_P4_-_Using_Kurtosis_for_Final_Analysis_10-06.mp4 35.82MB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/04_W7_L18_P4_-_Using_Kurtosis_for_Final_Analysis_10-06.srt 11.68kB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/04_W7_L18_P4_-_Using_Kurtosis_for_Final_Analysis_10-06.txt 8.02kB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/05_W7_L18_P5_-_Combining_all_the_Components_for_ICA_9-01.mp4 32.56MB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/05_W7_L18_P5_-_Combining_all_the_Components_for_ICA_9-01.srt 11.09kB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/05_W7_L18_P5_-_Combining_all_the_Components_for_ICA_9-01.txt 7.62kB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/01_W7_L19_P1_-_Algorithm_Overview_of_ICA_and_Image_Separation_12-47.mp4 29.37MB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/01_W7_L19_P1_-_Algorithm_Overview_of_ICA_and_Image_Separation_12-47.srt 15.51kB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/01_W7_L19_P1_-_Algorithm_Overview_of_ICA_and_Image_Separation_12-47.txt 10.64kB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/02_W7_L19_P2_-_Mixing_Images_9-29.mp4 16.96MB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/02_W7_L19_P2_-_Mixing_Images_9-29.srt 10.47kB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/02_W7_L19_P2_-_Mixing_Images_9-29.txt 7.22kB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/03_W7_L19_P3_-_Computing_the_Stretching_and_Rotation_14-30.mp4 26.54MB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/03_W7_L19_P3_-_Computing_the_Stretching_and_Rotation_14-30.srt 14.98kB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/03_W7_L19_P3_-_Computing_the_Stretching_and_Rotation_14-30.txt 10.22kB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/04_W7_L19_P4_-_Separating_the_Images_15-18.mp4 34.01MB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/04_W7_L19_P4_-_Separating_the_Images_15-18.srt 17.41kB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/04_W7_L19_P4_-_Separating_the_Images_15-18.txt 11.97kB
23_Week_8_-_Lecture_20_-_Image_Recognition/01_W8_L20_P1-Introduction_to_recognition_ideas_14-27.mp4 39.22MB
23_Week_8_-_Lecture_20_-_Image_Recognition/01_W8_L20_P1-Introduction_to_recognition_ideas_14-27.srt 19.48kB
23_Week_8_-_Lecture_20_-_Image_Recognition/01_W8_L20_P1-Introduction_to_recognition_ideas_14-27.txt 13.36kB
23_Week_8_-_Lecture_20_-_Image_Recognition/02_W8_L20_P2-Quantifying_image_recognition_13-16.mp4 43.00MB
23_Week_8_-_Lecture_20_-_Image_Recognition/02_W8_L20_P2-Quantifying_image_recognition_13-16.srt 16.64kB
23_Week_8_-_Lecture_20_-_Image_Recognition/02_W8_L20_P2-Quantifying_image_recognition_13-16.txt 11.43kB
23_Week_8_-_Lecture_20_-_Image_Recognition/03_W8_L20_P3-Pre-processing_dog_cat_images_9-30.mp4 18.77MB
23_Week_8_-_Lecture_20_-_Image_Recognition/03_W8_L20_P3-Pre-processing_dog_cat_images_9-30.srt 8.79kB
23_Week_8_-_Lecture_20_-_Image_Recognition/03_W8_L20_P3-Pre-processing_dog_cat_images_9-30.txt 6.02kB
23_Week_8_-_Lecture_20_-_Image_Recognition/04_W8_L20_P4-wavelet_transforming_dogs_cats_12-05.mp4 26.68MB
23_Week_8_-_Lecture_20_-_Image_Recognition/04_W8_L20_P4-wavelet_transforming_dogs_cats_12-05.srt 13.48kB
23_Week_8_-_Lecture_20_-_Image_Recognition/04_W8_L20_P4-wavelet_transforming_dogs_cats_12-05.txt 9.26kB
24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/01_W8_L21_P1-Wavelet_dogs_and_cats_10-18.mp4 25.17MB
24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/01_W8_L21_P1-Wavelet_dogs_and_cats_10-18.srt 12.86kB
24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/01_W8_L21_P1-Wavelet_dogs_and_cats_10-18.txt 8.83kB
24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/02_W8_L21_P2-Building_dog_cat_PCA_components_14-40.mp4 33.51MB
24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/02_W8_L21_P2-Building_dog_cat_PCA_components_14-40.srt 17.87kB
24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/02_W8_L21_P2-Building_dog_cat_PCA_components_14-40.txt 12.31kB
24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/03_W8_L21_P3-Features_10-54.mp4 21.15MB
24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/03_W8_L21_P3-Features_10-54.srt 11.77kB
24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/03_W8_L21_P3-Features_10-54.txt 8.12kB
24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/04_W8_L21_P4-linear_discrimination_9-42.mp4 27.83MB
24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/04_W8_L21_P4-linear_discrimination_9-42.srt 10.76kB
24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/04_W8_L21_P4-linear_discrimination_9-42.txt 7.40kB
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