[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.mp416.21MB
01_Computational_Methods_Course_Overview/01_Course_Overview.srt4.05kB
01_Computational_Methods_Course_Overview/01_Course_Overview.txt2.77kB
02_Introduction_to_the_Course/01_Course_Introduction_9-30.mp459.97MB
02_Introduction_to_the_Course/01_Course_Introduction_9-30.srt12.93kB
02_Introduction_to_the_Course/01_Course_Introduction_9-30.txt8.86kB
03_MATLAB_Usage_in_Course/01_Use_of_MATLAB_for_the__course_2-41.mp416.92MB
03_MATLAB_Usage_in_Course/01_Use_of_MATLAB_for_the__course_2-41.srt3.26kB
03_MATLAB_Usage_in_Course/01_Use_of_MATLAB_for_the__course_2-41.txt2.24kB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/01_W01_L01_P01_-_Basics_of_the_Fourier_Transform_10-16.mp427.70MB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/01_W01_L01_P01_-_Basics_of_the_Fourier_Transform_10-16.srt11.73kB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/01_W01_L01_P01_-_Basics_of_the_Fourier_Transform_10-16.txt8.07kB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/02_W01_L01_P02_-_Representation_of_signals_as_frequencies_10-01.mp429.39MB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/02_W01_L01_P02_-_Representation_of_signals_as_frequencies_10-01.srt12.39kB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/02_W01_L01_P02_-_Representation_of_signals_as_frequencies_10-01.txt8.51kB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/03_W01_L01_P03_-_Implementing_the_FFT_routine_13-24.mp427.06MB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/03_W01_L01_P03_-_Implementing_the_FFT_routine_13-24.srt15.68kB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/03_W01_L01_P03_-_Implementing_the_FFT_routine_13-24.txt10.78kB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/04_W01_L01_P04_-_Derivatives_with_the_FFT_9-35.mp417.44MB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/04_W01_L01_P04_-_Derivatives_with_the_FFT_9-35.srt12.10kB
04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/04_W01_L01_P04_-_Derivatives_with_the_FFT_9-35.txt8.33kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/01_W01_L02_P01_-_The_FFT_for_Radar_8-13.mp423.98MB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/01_W01_L02_P01_-_The_FFT_for_Radar_8-13.srt11.22kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/01_W01_L02_P01_-_The_FFT_for_Radar_8-13.txt7.71kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/02_W01_L02_P02_-_Signals_FFT_and_noise_11-22.mp424.67MB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/02_W01_L02_P02_-_Signals_FFT_and_noise_11-22.srt14.32kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/02_W01_L02_P02_-_Signals_FFT_and_noise_11-22.txt9.83kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/03_W01_L02_P03_-_White_noise_on_signals_7-35.mp416.23MB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/03_W01_L02_P03_-_White_noise_on_signals_7-35.srt9.01kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/03_W01_L02_P03_-_White_noise_on_signals_7-35.txt6.21kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/04_W01_L02_P04_-_Denoising_via_filtering_9-56.mp421.33MB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/04_W01_L02_P04_-_Denoising_via_filtering_9-56.srt11.72kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/04_W01_L02_P04_-_Denoising_via_filtering_9-56.txt8.07kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/05_W01_L02_P05_-_Signal_detection_and_thresholding_7-00.mp420.82MB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/05_W01_L02_P05_-_Signal_detection_and_thresholding_7-00.srt9.89kB
05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/05_W01_L02_P05_-_Signal_detection_and_thresholding_7-00.txt6.76kB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/01_W01_L03_P01_-_Averaging_over_white-noise_in_signals_10-33.mp427.78MB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/01_W01_L03_P01_-_Averaging_over_white-noise_in_signals_10-33.srt13.61kB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/01_W01_L03_P01_-_Averaging_over_white-noise_in_signals_10-33.txt9.35kB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/02_W01_L03_P02_-_Convergence_to_signal_through_repeated_sampling_12-25.mp427.66MB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/02_W01_L03_P02_-_Convergence_to_signal_through_repeated_sampling_12-25.srt14.86kB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/02_W01_L03_P02_-_Convergence_to_signal_through_repeated_sampling_12-25.txt10.22kB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/03_W01_L03_P03_-_Moving_signals_and_averaging_in_frequency_15-23.mp436.44MB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/03_W01_L03_P03_-_Moving_signals_and_averaging_in_frequency_15-23.srt18.53kB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/03_W01_L03_P03_-_Moving_signals_and_averaging_in_frequency_15-23.txt12.68kB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/04_W01_L03_P04_-_Signal_detection_through_averaging_and_averaging_10-04.mp429.02MB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/04_W01_L03_P04_-_Signal_detection_through_averaging_and_averaging_10-04.srt12.18kB
06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/04_W01_L03_P04_-_Signal_detection_through_averaging_and_averaging_10-04.txt8.38kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/01_W2_L4_P1-A_Window_for_Fourier_Transforming_9-35.mp431.01MB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/01_W2_L4_P1-A_Window_for_Fourier_Transforming_9-35.srt12.49kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/01_W2_L4_P1-A_Window_for_Fourier_Transforming_9-35.txt8.58kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/02_W2_L4_P2-The_Gabor_Transform_10-03.mp430.50MB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/02_W2_L4_P2-The_Gabor_Transform_10-03.srt11.48kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/02_W2_L4_P2-The_Gabor_Transform_10-03.txt7.90kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/03_W2_L4_P3-Propeties_of_the_Gabor_Transform_9-06.mp428.76MB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/03_W2_L4_P3-Propeties_of_the_Gabor_Transform_9-06.srt9.64kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/03_W2_L4_P3-Propeties_of_the_Gabor_Transform_9-06.txt6.62kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/04_W2_L4_P4-Trade-offs_in_time-frequency_representations_9-45.mp428.37MB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/04_W2_L4_P4-Trade-offs_in_time-frequency_representations_9-45.srt11.72kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/04_W2_L4_P4-Trade-offs_in_time-frequency_representations_9-45.txt8.06kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/05_W2_L4_P5-Other_short-time_transforms_8-10.mp424.14MB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/05_W2_L4_P5-Other_short-time_transforms_8-10.srt9.54kB
07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/05_W2_L4_P5-Other_short-time_transforms_8-10.txt6.56kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/01_W2_L5_P1-Introduction_to_Wavelets_12-40.mp436.69MB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/01_W2_L5_P1-Introduction_to_Wavelets_12-40.srt14.98kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/01_W2_L5_P1-Introduction_to_Wavelets_12-40.txt10.26kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/02_W2_L5_P2-The_Haar_wavelet_8-54.mp425.52MB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/02_W2_L5_P2-The_Haar_wavelet_8-54.srt10.76kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/02_W2_L5_P2-The_Haar_wavelet_8-54.txt7.40kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/03_W2_L5_P3-Some_wavelet_theorems_and_properties_8-59.mp423.85MB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/03_W2_L5_P3-Some_wavelet_theorems_and_properties_8-59.srt9.43kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/03_W2_L5_P3-Some_wavelet_theorems_and_properties_8-59.txt6.48kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/04_W2_L5_P4-Mexican_Hat_wavelet_8-44.mp422.57MB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/04_W2_L5_P4-Mexican_Hat_wavelet_8-44.srt9.97kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/04_W2_L5_P4-Mexican_Hat_wavelet_8-44.txt6.84kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/05_W2_L5_P5-More_wavelet_properties_10-19.mp429.28MB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/05_W2_L5_P5-More_wavelet_properties_10-19.srt10.98kB
08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/05_W2_L5_P5-More_wavelet_properties_10-19.txt7.55kB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/01_W2_L6_P1-Wavelet_building_blocks-_Dialations_and_Translations_9-17.mp431.02MB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/01_W2_L6_P1-Wavelet_building_blocks-_Dialations_and_Translations_9-17.srt10.95kB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/01_W2_L6_P1-Wavelet_building_blocks-_Dialations_and_Translations_9-17.txt7.52kB
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.mp431.24MB
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.srt10.66kB
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.txt7.34kB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/03_W2_L6_P3-The_wavelet_basis_10-06.mp430.21MB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/03_W2_L6_P3-The_wavelet_basis_10-06.srt11.03kB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/03_W2_L6_P3-The_wavelet_basis_10-06.txt7.60kB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/04_W2_L6_P4-Multi-resolution_analysis_8-53.mp425.55MB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/04_W2_L6_P4-Multi-resolution_analysis_8-53.srt8.51kB
09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/04_W2_L6_P4-Multi-resolution_analysis_8-53.txt5.86kB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/01_W3_L7_P1-Building_signals_in_MATLAB_10-37.mp419.34MB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/01_W3_L7_P1-Building_signals_in_MATLAB_10-37.srt11.62kB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/01_W3_L7_P1-Building_signals_in_MATLAB_10-37.txt8.01kB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/02_W3_L7_P2-The_Gabor_Transform_15-54.mp430.01MB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/02_W3_L7_P2-The_Gabor_Transform_15-54.srt17.24kB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/02_W3_L7_P2-The_Gabor_Transform_15-54.txt11.84kB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/03_W3_L7_P3-Spectrograms_16-54.mp439.31MB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/03_W3_L7_P3-Spectrograms_16-54.srt19.16kB
10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/03_W3_L7_P3-Spectrograms_16-54.txt13.15kB
11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/01_W3_L8_P1-Filter_Design_Toolbox_19-59.mp447.06MB
11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/01_W3_L8_P1-Filter_Design_Toolbox_19-59.srt24.42kB
11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/01_W3_L8_P1-Filter_Design_Toolbox_19-59.txt16.74kB
11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/02_W3_L8_P2-Wavelet_Toolbox_25-05.mp463.06MB
11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/02_W3_L8_P2-Wavelet_Toolbox_25-05.srt29.82kB
11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/02_W3_L8_P2-Wavelet_Toolbox_25-05.txt20.40kB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/01_W4_L9_P1-Applications_of_image_processing_12-41.mp434.33MB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/01_W4_L9_P1-Applications_of_image_processing_12-41.srt13.93kB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/01_W4_L9_P1-Applications_of_image_processing_12-41.txt9.55kB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/02_W4_L9_P2-MATLAB_and_image_manipulation_7-02.mp413.10MB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/02_W4_L9_P2-MATLAB_and_image_manipulation_7-02.srt7.06kB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/02_W4_L9_P2-MATLAB_and_image_manipulation_7-02.txt4.85kB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/03_W4_L9_P3-Spectrum_of_Images_13-44.mp428.39MB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/03_W4_L9_P3-Spectrum_of_Images_13-44.srt13.56kB
12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/03_W4_L9_P3-Spectrum_of_Images_13-44.txt9.30kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/01_W4_L10_P1-Image_Properties_10-08.mp428.98MB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/01_W4_L10_P1-Image_Properties_10-08.srt13.23kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/01_W4_L10_P1-Image_Properties_10-08.txt9.08kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/02_W4_L10_P2-Adding_Image_Noise_10-16.mp423.10MB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/02_W4_L10_P2-Adding_Image_Noise_10-16.srt11.83kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/02_W4_L10_P2-Adding_Image_Noise_10-16.txt8.18kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/03_W4_L10_P3-Basic_Image_Filter_Setup_11-24.mp424.23MB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/03_W4_L10_P3-Basic_Image_Filter_Setup_11-24.srt12.67kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/03_W4_L10_P3-Basic_Image_Filter_Setup_11-24.txt8.71kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/04_W4_L10_P4-Gaussian_Data_Filtering_6-48.mp412.94MB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/04_W4_L10_P4-Gaussian_Data_Filtering_6-48.srt7.32kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/04_W4_L10_P4-Gaussian_Data_Filtering_6-48.txt5.04kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/05_W4_L10_P5-Filter_Design_and_Image_Clean-up_11-26.mp429.01MB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/05_W4_L10_P5-Filter_Design_and_Image_Clean-up_11-26.srt14.61kB
13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/05_W4_L10_P5-Filter_Design_and_Image_Clean-up_11-26.txt10.05kB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/01_W4_L11_P1-_Filtering_through_diffusion_10-11.mp431.26MB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/01_W4_L11_P1-_Filtering_through_diffusion_10-11.srt12.16kB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/01_W4_L11_P1-_Filtering_through_diffusion_10-11.txt8.36kB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/02_W4_L11_P2_-_The_1D_Diffusion_Equation_9-22.mp428.52MB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/02_W4_L11_P2_-_The_1D_Diffusion_Equation_9-22.srt11.92kB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/02_W4_L11_P2_-_The_1D_Diffusion_Equation_9-22.txt8.23kB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/03_W4_L11_P3_-_Equivalence_of_Diffusion_with_Gaussian_Filtering_10-09.mp430.78MB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/03_W4_L11_P3_-_Equivalence_of_Diffusion_with_Gaussian_Filtering_10-09.srt11.81kB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/03_W4_L11_P3_-_Equivalence_of_Diffusion_with_Gaussian_Filtering_10-09.txt8.12kB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/04_W4_L11_P4_-_MATLAB_implementation_of_diffusion_filtering_20-05.mp439.34MB
14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/04_W4_L11_P4_-_MATLAB_implementation_of_diffusion_filtering_20-05.srt23.08kB
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18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/05_W6_L15_P5-Interpretation_for_spring-mass_system_11-11.txt9.27kB
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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.txt12.38kB
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20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/01_W7_L17_P1_-_Independent_Components_-_The_Cocktail_Party_Problem_12-11.mp436.37MB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/01_W7_L17_P1_-_Independent_Components_-_The_Cocktail_Party_Problem_12-11.srt15.04kB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/01_W7_L17_P1_-_Independent_Components_-_The_Cocktail_Party_Problem_12-11.txt10.32kB
20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/02_W7_L17_P2_-_Signal_Separation_8-49.mp424.28MB
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20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/04_W7_L17_P4_-_Mathematical_Framework_and_the_SVD_14-13.mp438.19MB
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20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/04_W7_L17_P4_-_Mathematical_Framework_and_the_SVD_14-13.txt11.68kB
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21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/02_W7_L18_P2_-_Computing_the_Principal_Directions_12-38.mp435.95MB
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21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/02_W7_L18_P2_-_Computing_the_Principal_Directions_12-38.txt9.82kB
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21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/04_W7_L18_P4_-_Using_Kurtosis_for_Final_Analysis_10-06.txt8.02kB
21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/05_W7_L18_P5_-_Combining_all_the_Components_for_ICA_9-01.mp432.56MB
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22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/01_W7_L19_P1_-_Algorithm_Overview_of_ICA_and_Image_Separation_12-47.mp429.37MB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/01_W7_L19_P1_-_Algorithm_Overview_of_ICA_and_Image_Separation_12-47.srt15.51kB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/01_W7_L19_P1_-_Algorithm_Overview_of_ICA_and_Image_Separation_12-47.txt10.64kB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/02_W7_L19_P2_-_Mixing_Images_9-29.mp416.96MB
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22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/02_W7_L19_P2_-_Mixing_Images_9-29.txt7.22kB
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22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/03_W7_L19_P3_-_Computing_the_Stretching_and_Rotation_14-30.txt10.22kB
22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/04_W7_L19_P4_-_Separating_the_Images_15-18.mp434.01MB
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23_Week_8_-_Lecture_20_-_Image_Recognition/01_W8_L20_P1-Introduction_to_recognition_ideas_14-27.mp439.22MB
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23_Week_8_-_Lecture_20_-_Image_Recognition/01_W8_L20_P1-Introduction_to_recognition_ideas_14-27.txt13.36kB
23_Week_8_-_Lecture_20_-_Image_Recognition/02_W8_L20_P2-Quantifying_image_recognition_13-16.mp443.00MB
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23_Week_8_-_Lecture_20_-_Image_Recognition/03_W8_L20_P3-Pre-processing_dog_cat_images_9-30.mp418.77MB
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23_Week_8_-_Lecture_20_-_Image_Recognition/04_W8_L20_P4-wavelet_transforming_dogs_cats_12-05.mp426.68MB
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24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/01_W8_L21_P1-Wavelet_dogs_and_cats_10-18.mp425.17MB
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24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/02_W8_L21_P2-Building_dog_cat_PCA_components_14-40.mp433.51MB
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24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/03_W8_L21_P3-Features_10-54.mp421.15MB
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25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/01_W8_L22_P1-Putting_all_the_algorithm_parts_together_11-12.mp433.39MB
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