| 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 |
| 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/04_W4_L11_P4_-_MATLAB_implementation_of_diffusion_filtering_20-05.srt |
23.08kB |
| 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/04_W4_L11_P4_-_MATLAB_implementation_of_diffusion_filtering_20-05.txt |
15.81kB |
| 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/01_W5_L12_P1_-_Matrix_manipulations_on_data_10-44.mp4 |
31.10MB |
| 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/01_W5_L12_P1_-_Matrix_manipulations_on_data_10-44.srt |
10.85kB |
| 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 |
| 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/03_W5_L12_P3_-_Matrix_Decomposition_9-54.srt |
11.15kB |
| 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 |
| 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/04_W5_L12_P4_-_Properties_of_the_SVD_7-04.srt |
6.66kB |
| 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 |
| 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/05_W5_L12_P5_-_Computing_the_SVD_10-05.mp4 |
27.17MB |
| 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/05_W5_L12_P5_-_Computing_the_SVD_10-05.srt |
10.28kB |
| 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/05_W5_L12_P5_-_Computing_the_SVD_10-05.txt |
7.08kB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/01_W5_L13_P1_-_Review_of_SVD_9-55.mp4 |
28.03MB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/01_W5_L13_P1_-_Review_of_SVD_9-55.srt |
12.35kB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/01_W5_L13_P1_-_Review_of_SVD_9-55.txt |
8.51kB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/02_W5_L13_P2_-_Diagonalization_of_Matrices_11-50.mp4 |
34.04MB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/02_W5_L13_P2_-_Diagonalization_of_Matrices_11-50.srt |
13.23kB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/02_W5_L13_P2_-_Diagonalization_of_Matrices_11-50.txt |
9.08kB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/03_W5_L13_P3_-_SVD_Diagonalization_9-24.mp4 |
26.67MB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/03_W5_L13_P3_-_SVD_Diagonalization_9-24.srt |
9.69kB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/03_W5_L13_P3_-_SVD_Diagonalization_9-24.txt |
6.67kB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/04_W5_L13_P4_-_Theorems_of_the_SVD_9-21.mp4 |
25.55MB |
| 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 |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/05_W5_L13_P5_-_Low-rank_Reductions_9-19.mp4 |
29.34MB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/05_W5_L13_P5_-_Low-rank_Reductions_9-19.srt |
8.98kB |
| 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 |
| 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/01_W5_L14_P1_-_A_Spring_Mass_System_16-11.srt |
21.05kB |
| 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/01_W5_L14_P1_-_A_Spring_Mass_System_16-11.txt |
14.43kB |
| 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/02_W5_L14_P2_-_The_Variance_and_Covariance_of_the_Data_11-56.mp4 |
35.40MB |
| 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/02_W5_L14_P2_-_The_Variance_and_Covariance_of_the_Data_11-56.srt |
13.27kB |
| 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/02_W5_L14_P2_-_The_Variance_and_Covariance_of_the_Data_11-56.txt |
9.12kB |
| 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/03_W5_L14_P3_-_Covariance_Matrix_and_Redundancy_9-35.mp4 |
27.76MB |
| 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/03_W5_L14_P3_-_Covariance_Matrix_and_Redundancy_9-35.srt |
10.16kB |
| 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/03_W5_L14_P3_-_Covariance_Matrix_and_Redundancy_9-35.txt |
6.99kB |
| 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/04_W5_L14_P4_-_The_SVD_and_PCA_10-11.mp4 |
27.35MB |
| 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/04_W5_L14_P4_-_The_SVD_and_PCA_10-11.srt |
12.57kB |
| 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/04_W5_L14_P4_-_The_SVD_and_PCA_10-11.txt |
8.62kB |
| 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/01_W6_L15_P1-_Interpreting_the_covariance_matrix-diagonal_elements_9-30.mp4 |
29.62MB |
| 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/01_W6_L15_P1-_Interpreting_the_covariance_matrix-diagonal_elements_9-30.srt |
10.54kB |
| 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 |
| 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/03_W6_L15_P3-Relationship_to_eigenvectors-eigenvalues_8-03.srt |
0.08kB |
| 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 |
| 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/01_W6_L16_P1-Modal_expansions_11-55.srt |
14.71kB |
| 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 |
| 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/02_W6_L16_P2-SVD_for_basis_expansions_10-41.srt |
12.46kB |
| 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/02_W6_L16_P2-SVD_for_basis_expansions_10-41.txt |
8.58kB |
| 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/03_W6_L16_P3-Low_rank_reconstructions_of_a_function_15-09.mp4 |
29.83MB |
| 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 |
| 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/04_W6_L16_P4-Another_low-rank_approximation_13-15.srt |
16.03kB |
| 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 |
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| 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 |
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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.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 |
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| 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/03_W8_L21_P3-Features_10-54.mp4 |
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| 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/03_W8_L21_P3-Features_10-54.srt |
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| 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/03_W8_L21_P3-Features_10-54.txt |
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| 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/04_W8_L21_P4-linear_discrimination_9-42.mp4 |
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| 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/04_W8_L21_P4-linear_discrimination_9-42.srt |
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| 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/04_W8_L21_P4-linear_discrimination_9-42.txt |
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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.mp4 |
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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.srt |
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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.txt |
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| 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/02_W8_L22_P2-Training_sets_10-07.mp4 |
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| 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/02_W8_L22_P2-Training_sets_10-07.srt |
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| 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/02_W8_L22_P2-Training_sets_10-07.txt |
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| 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/03_W8_L22_P3-The_linear_discriminant_14-35.mp4 |
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| 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/03_W8_L22_P3-The_linear_discriminant_14-35.srt |
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| 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/04_W8_L22_P4-Recognition_results_14-14.mp4 |
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| 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/04_W8_L22_P4-Recognition_results_14-14.srt |
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| 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/04_W8_L22_P4-Recognition_results_14-14.txt |
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| 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/01_W9_L23_P1-Data_fitting_and_norms_11-36.mp4 |
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| 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/02_W9_L23_P2-Comparison_of_L2_and_L1_norms_11-13.mp4 |
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| 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/02_W9_L23_P2-Comparison_of_L2_and_L1_norms_11-13.srt |
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| 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/02_W9_L23_P2-Comparison_of_L2_and_L1_norms_11-13.txt |
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| 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/03_W9_L23_P3-Underdetermined_systems_11-57.mp4 |
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| 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/02_W9_L24_P2-Linear_algebra_and_underdetermined_systems_12-19.mp4 |
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| 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/02_W9_L24_P2-Linear_algebra_and_underdetermined_systems_12-19.srt |
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| 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/02_W9_L24_P2-Linear_algebra_and_underdetermined_systems_12-19.txt |
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| 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/04_W9_L24_P4-Implementing_a_compressive_sensing_signal_reconstruction_12-52.mp4 |
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| 28_Week_9_-_Lecture_25_-_Data_Image_Reconstruction_from_Sparse_Sampling/01_W9_L25_P1-Image_analysis_and_reconstruction_12-52.srt |
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| 28_Week_9_-_Lecture_25_-_Data_Image_Reconstruction_from_Sparse_Sampling/02_W9_L25_P2-Image_Compression_11-30.mp4 |
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| 28_Week_9_-_Lecture_25_-_Data_Image_Reconstruction_from_Sparse_Sampling/03_W9_L25_P3-Sampling_and_construction_of_Axb_12-11.mp4 |
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| 28_Week_9_-_Lecture_25_-_Data_Image_Reconstruction_from_Sparse_Sampling/03_W9_L25_P3-Sampling_and_construction_of_Axb_12-11.srt |
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| 28_Week_9_-_Lecture_25_-_Data_Image_Reconstruction_from_Sparse_Sampling/03_W9_L25_P3-Sampling_and_construction_of_Axb_12-11.txt |
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| 28_Week_9_-_Lecture_25_-_Data_Image_Reconstruction_from_Sparse_Sampling/04_W9_L25_P4-Sampling_masks_and_image_reconstruction_14-28.mp4 |
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| 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/01_W10_L26_P1-Basic_techniques_for_solving_PDEs_9-53.mp4 |
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| 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/01_W10_L26_P1-Basic_techniques_for_solving_PDEs_9-53.srt |
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| 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/01_W10_L26_P1-Basic_techniques_for_solving_PDEs_9-53.txt |
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| 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/02_W10_L26_P2-Basis_expansion_techniques_8-34.mp4 |
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| 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/02_W10_L26_P2-Basis_expansion_techniques_8-34.srt |
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| 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/02_W10_L26_P2-Basis_expansion_techniques_8-34.txt |
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| 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/03_W10_L26_P3-The_nonlinear_schrodinger_equation_14-39.mp4 |
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| 30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right_best_basis/01_W10_L27_P1-Computing_the_best_low-rank_basis_11-46.mp4 |
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62.29kB |
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