Create Tool:
Create Time:2015-12-31 13:09:24
File Size:3.39 GB
File Count:357
File Hash:4ac7835f5268d8996aa6f8e8a85d980c7c65b1e4
| 01_Computational_Methods_Course_Overview/01_Course_Overview.mp4 | 15.46 MB |
| 01_Computational_Methods_Course_Overview/01_Course_Overview.srt | 3.96 KB |
| 01_Computational_Methods_Course_Overview/01_Course_Overview.txt | 2.70 KB |
| 02_Introduction_to_the_Course/01_Course_Introduction.mp4 | 57.19 MB |
| 02_Introduction_to_the_Course/01_Course_Introduction.srt | 12.63 KB |
| 02_Introduction_to_the_Course/01_Course_Introduction.txt | 8.65 KB |
| 03_MATLAB_Usage_in_Course/01_Use_of_MATLAB_for_the__course.mp4 | 16.14 MB |
| 03_MATLAB_Usage_in_Course/01_Use_of_MATLAB_for_the__course.srt | 3.18 KB |
| 03_MATLAB_Usage_in_Course/01_Use_of_MATLAB_for_the__course.txt | 2.18 KB |
| 04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/01_W01_L01_P01_-_Basics_of_the_Fourier_Transform.mp4 | 26.42 MB |
| 04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/01_W01_L01_P01_-_Basics_of_the_Fourier_Transform.srt | 11.45 KB |
| 04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/01_W01_L01_P01_-_Basics_of_the_Fourier_Transform.txt | 7.88 KB |
| 04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/02_W01_L01_P02_-_Representation_of_signals_as_frequencies.mp4 | 28.03 MB |
| 04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/02_W01_L01_P02_-_Representation_of_signals_as_frequencies.srt | 12.10 KB |
| 04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/02_W01_L01_P02_-_Representation_of_signals_as_frequencies.txt | 8.31 KB |
| 04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/03_W01_L01_P03_-_Implementing_the_FFT_routine.mp4 | 25.81 MB |
| 04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/03_W01_L01_P03_-_Implementing_the_FFT_routine.srt | 15.32 KB |
| 04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/03_W01_L01_P03_-_Implementing_the_FFT_routine.txt | 10.53 KB |
| 04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/04_W01_L01_P04_-_Derivatives_with_the_FFT.mp4 | 16.63 MB |
| 04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/04_W01_L01_P04_-_Derivatives_with_the_FFT.srt | 11.81 KB |
| 04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/04_W01_L01_P04_-_Derivatives_with_the_FFT.txt | 8.13 KB |
| 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/01_W01_L02_P01_-_The_FFT_for_Radar.mp4 | 22.87 MB |
| 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/01_W01_L02_P01_-_The_FFT_for_Radar.srt | 10.95 KB |
| 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/01_W01_L02_P01_-_The_FFT_for_Radar.txt | 7.53 KB |
| 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/02_W01_L02_P02_-_Signals_FFT_and_noise.mp4 | 23.53 MB |
| 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/02_W01_L02_P02_-_Signals_FFT_and_noise.srt | 13.99 KB |
| 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/02_W01_L02_P02_-_Signals_FFT_and_noise.txt | 9.60 KB |
| 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/03_W01_L02_P03_-_White_noise_on_signals.mp4 | 15.48 MB |
| 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/03_W01_L02_P03_-_White_noise_on_signals.srt | 8.80 KB |
| 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/03_W01_L02_P03_-_White_noise_on_signals.txt | 6.06 KB |
| 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/04_W01_L02_P04_-_Denoising_via_filtering.mp4 | 20.34 MB |
| 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/04_W01_L02_P04_-_Denoising_via_filtering.srt | 11.45 KB |
| 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/04_W01_L02_P04_-_Denoising_via_filtering.txt | 7.88 KB |
| 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/05_W01_L02_P05_-_Signal_detection_and_thresholding.mp4 | 19.86 MB |
| 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/05_W01_L02_P05_-_Signal_detection_and_thresholding.srt | 9.66 KB |
| 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/05_W01_L02_P05_-_Signal_detection_and_thresholding.txt | 6.60 KB |
| 06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/01_W01_L03_P01_-_Averaging_over_white-noise_in_signals.mp4 | 26.49 MB |
| 06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/01_W01_L03_P01_-_Averaging_over_white-noise_in_signals.srt | 13.29 KB |
| 06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/01_W01_L03_P01_-_Averaging_over_white-noise_in_signals.txt | 9.13 KB |
| 06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/02_W01_L03_P02_-_Convergence_to_signal_through_repeated_sampling.mp4 | 26.38 MB |
| 06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/02_W01_L03_P02_-_Convergence_to_signal_through_repeated_sampling.srt | 14.52 KB |
| 06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/02_W01_L03_P02_-_Convergence_to_signal_through_repeated_sampling.txt | 9.98 KB |
| 06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/03_W01_L03_P03_-_Moving_signals_and_averaging_in_frequency.mp4 | 34.75 MB |
| 06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/03_W01_L03_P03_-_Moving_signals_and_averaging_in_frequency.srt | 18.10 KB |
| 06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/03_W01_L03_P03_-_Moving_signals_and_averaging_in_frequency.txt | 12.38 KB |
| 06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/04_W01_L03_P04_-_Signal_detection_through_averaging_and_averaging.mp4 | 27.67 MB |
| 06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/04_W01_L03_P04_-_Signal_detection_through_averaging_and_averaging.srt | 11.90 KB |
| 06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/04_W01_L03_P04_-_Signal_detection_through_averaging_and_averaging.txt | 8.18 KB |
| 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/01_W2_L4_P1-A_Window_for_Fourier_Transforming.mp4 | 29.57 MB |
| 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/01_W2_L4_P1-A_Window_for_Fourier_Transforming.srt | 12.20 KB |
| 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/01_W2_L4_P1-A_Window_for_Fourier_Transforming.txt | 8.37 KB |
| 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/02_W2_L4_P2-The_Gabor_Transform.mp4 | 29.08 MB |
| 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/02_W2_L4_P2-The_Gabor_Transform.srt | 11.21 KB |
| 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/02_W2_L4_P2-The_Gabor_Transform.txt | 7.72 KB |
| 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/03_W2_L4_P3-Propeties_of_the_Gabor_Transform.mp4 | 27.43 MB |
| 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/03_W2_L4_P3-Propeties_of_the_Gabor_Transform.srt | 9.42 KB |
| 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/03_W2_L4_P3-Propeties_of_the_Gabor_Transform.txt | 6.46 KB |
| 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/04_W2_L4_P4-Trade-offs_in_time-frequency_representations.mp4 | 27.06 MB |
| 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/04_W2_L4_P4-Trade-offs_in_time-frequency_representations.srt | 11.44 KB |
| 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/04_W2_L4_P4-Trade-offs_in_time-frequency_representations.txt | 7.87 KB |
| 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/05_W2_L4_P5-Other_short-time_transforms.mp4 | 23.02 MB |
| 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/05_W2_L4_P5-Other_short-time_transforms.srt | 9.32 KB |
| 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/05_W2_L4_P5-Other_short-time_transforms.txt | 6.40 KB |
| 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/01_W2_L5_P1-Introduction_to_Wavelets.mp4 | 34.99 MB |
| 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/01_W2_L5_P1-Introduction_to_Wavelets.srt | 14.63 KB |
| 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/01_W2_L5_P1-Introduction_to_Wavelets.txt | 10.02 KB |
| 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/02_W2_L5_P2-The_Haar_wavelet.mp4 | 24.34 MB |
| 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/02_W2_L5_P2-The_Haar_wavelet.srt | 10.51 KB |
| 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/02_W2_L5_P2-The_Haar_wavelet.txt | 7.23 KB |
| 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/03_W2_L5_P3-Some_wavelet_theorems_and_properties.mp4 | 22.74 MB |
| 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/03_W2_L5_P3-Some_wavelet_theorems_and_properties.srt | 9.21 KB |
| 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/03_W2_L5_P3-Some_wavelet_theorems_and_properties.txt | 6.33 KB |
| 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/04_W2_L5_P4-Mexican_Hat_wavelet.mp4 | 21.53 MB |
| 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/04_W2_L5_P4-Mexican_Hat_wavelet.srt | 9.74 KB |
| 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/04_W2_L5_P4-Mexican_Hat_wavelet.txt | 6.68 KB |
| 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/05_W2_L5_P5-More_wavelet_properties.mp4 | 27.92 MB |
| 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/05_W2_L5_P5-More_wavelet_properties.srt | 10.72 KB |
| 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/05_W2_L5_P5-More_wavelet_properties.txt | 7.37 KB |
| 09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/01_W2_L6_P1-Wavelet_building_blocks-_Dialations_and_Translations.mp4 | 29.58 MB |
| 09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/01_W2_L6_P1-Wavelet_building_blocks-_Dialations_and_Translations.srt | 10.69 KB |
| 09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/01_W2_L6_P1-Wavelet_building_blocks-_Dialations_and_Translations.txt | 7.34 KB |
| 09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/02_W2_L6_P2-An_analogy-Fourier_Analysis_and_eigenfunction_expansions.mp4 | 29.79 MB |
| 09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/02_W2_L6_P2-An_analogy-Fourier_Analysis_and_eigenfunction_expansions.srt | 10.41 KB |
| 09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/02_W2_L6_P2-An_analogy-Fourier_Analysis_and_eigenfunction_expansions.txt | 7.17 KB |
| 09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/03_W2_L6_P3-The_wavelet_basis.mp4 | 28.81 MB |
| 09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/03_W2_L6_P3-The_wavelet_basis.srt | 10.77 KB |
| 09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/03_W2_L6_P3-The_wavelet_basis.txt | 7.42 KB |
| 09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/04_W2_L6_P4-Multi-resolution_analysis.mp4 | 24.37 MB |
| 09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/04_W2_L6_P4-Multi-resolution_analysis.srt | 8.31 KB |
| 09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/04_W2_L6_P4-Multi-resolution_analysis.txt | 5.72 KB |
| 10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/01_W3_L7_P1-Building_signals_in_MATLAB.mp4 | 18.45 MB |
| 10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/01_W3_L7_P1-Building_signals_in_MATLAB.srt | 11.35 KB |
| 10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/01_W3_L7_P1-Building_signals_in_MATLAB.txt | 7.82 KB |
| 10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/02_W3_L7_P2-The_Gabor_Transform.mp4 | 28.62 MB |
| 10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/02_W3_L7_P2-The_Gabor_Transform.srt | 16.84 KB |
| 10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/02_W3_L7_P2-The_Gabor_Transform.txt | 11.56 KB |
| 10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/03_W3_L7_P3-Spectrograms.mp4 | 37.49 MB |
| 10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/03_W3_L7_P3-Spectrograms.srt | 18.71 KB |
| 10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/03_W3_L7_P3-Spectrograms.txt | 12.84 KB |
| 11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/01_W3_L8_P1-Filter_Design_Toolbox.mp4 | 44.88 MB |
| 11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/01_W3_L8_P1-Filter_Design_Toolbox.srt | 23.85 KB |
| 11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/01_W3_L8_P1-Filter_Design_Toolbox.txt | 16.35 KB |
| 11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/02_W3_L8_P2-Wavelet_Toolbox.mp4 | 60.13 MB |
| 11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/02_W3_L8_P2-Wavelet_Toolbox.srt | 29.12 KB |
| 11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/02_W3_L8_P2-Wavelet_Toolbox.txt | 19.92 KB |
| 12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/01_W4_L9_P1-Applications_of_image_processing.mp4 | 32.74 MB |
| 12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/01_W4_L9_P1-Applications_of_image_processing.srt | 13.60 KB |
| 12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/01_W4_L9_P1-Applications_of_image_processing.txt | 9.33 KB |
| 12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/02_W4_L9_P2-MATLAB_and_image_manipulation.mp4 | 12.50 MB |
| 12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/02_W4_L9_P2-MATLAB_and_image_manipulation.srt | 6.89 KB |
| 12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/02_W4_L9_P2-MATLAB_and_image_manipulation.txt | 4.74 KB |
| 12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/03_W4_L9_P3-Spectrum_of_Images.mp4 | 27.08 MB |
| 12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/03_W4_L9_P3-Spectrum_of_Images.srt | 13.24 KB |
| 12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/03_W4_L9_P3-Spectrum_of_Images.txt | 9.08 KB |
| 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/01_W4_L10_P1-Image_Properties.mp4 | 27.64 MB |
| 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/01_W4_L10_P1-Image_Properties.srt | 12.92 KB |
| 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/01_W4_L10_P1-Image_Properties.txt | 8.87 KB |
| 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/02_W4_L10_P2-Adding_Image_Noise.mp4 | 22.03 MB |
| 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/02_W4_L10_P2-Adding_Image_Noise.srt | 11.55 KB |
| 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/02_W4_L10_P2-Adding_Image_Noise.txt | 7.99 KB |
| 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/03_W4_L10_P3-Basic_Image_Filter_Setup.mp4 | 23.11 MB |
| 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/03_W4_L10_P3-Basic_Image_Filter_Setup.srt | 12.37 KB |
| 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/03_W4_L10_P3-Basic_Image_Filter_Setup.txt | 8.50 KB |
| 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/04_W4_L10_P4-Gaussian_Data_Filtering.mp4 | 12.34 MB |
| 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/04_W4_L10_P4-Gaussian_Data_Filtering.srt | 7.15 KB |
| 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/04_W4_L10_P4-Gaussian_Data_Filtering.txt | 4.92 KB |
| 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/05_W4_L10_P5-Filter_Design_and_Image_Clean-up.mp4 | 27.66 MB |
| 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/05_W4_L10_P5-Filter_Design_and_Image_Clean-up.srt | 14.27 KB |
| 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/05_W4_L10_P5-Filter_Design_and_Image_Clean-up.txt | 9.81 KB |
| 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/01_W4_L11_P1-_Filtering_through_diffusion.mp4 | 29.81 MB |
| 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/01_W4_L11_P1-_Filtering_through_diffusion.srt | 11.88 KB |
| 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/01_W4_L11_P1-_Filtering_through_diffusion.txt | 8.16 KB |
| 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/02_W4_L11_P2_-_The_1D_Diffusion_Equation.mp4 | 27.20 MB |
| 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/02_W4_L11_P2_-_The_1D_Diffusion_Equation.srt | 11.64 KB |
| 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/02_W4_L11_P2_-_The_1D_Diffusion_Equation.txt | 8.03 KB |
| 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/03_W4_L11_P3_-_Equivalence_of_Diffusion_with_Gaussian_Filtering.mp4 | 29.35 MB |
| 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/03_W4_L11_P3_-_Equivalence_of_Diffusion_with_Gaussian_Filtering.srt | 11.53 KB |
| 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/03_W4_L11_P3_-_Equivalence_of_Diffusion_with_Gaussian_Filtering.txt | 7.93 KB |
| 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/04_W4_L11_P4_-_MATLAB_implementation_of_diffusion_filtering.mp4 | 37.52 MB |
| 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/04_W4_L11_P4_-_MATLAB_implementation_of_diffusion_filtering.srt | 22.53 KB |
| 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/04_W4_L11_P4_-_MATLAB_implementation_of_diffusion_filtering.txt | 15.44 KB |
| 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/01_W5_L12_P1_-_Matrix_manipulations_on_data.mp4 | 29.66 MB |
| 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/01_W5_L12_P1_-_Matrix_manipulations_on_data.srt | 10.59 KB |
| 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/01_W5_L12_P1_-_Matrix_manipulations_on_data.txt | 7.28 KB |
| 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/02_W5_L12_P2_-_Basics_of_the_SVD.mp4 | 23.18 MB |
| 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/02_W5_L12_P2_-_Basics_of_the_SVD.srt | 8.37 KB |
| 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/02_W5_L12_P2_-_Basics_of_the_SVD.txt | 5.75 KB |
| 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/03_W5_L12_P3_-_Matrix_Decomposition.mp4 | 26.96 MB |
| 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/03_W5_L12_P3_-_Matrix_Decomposition.srt | 10.89 KB |
| 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/03_W5_L12_P3_-_Matrix_Decomposition.txt | 7.50 KB |
| 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/04_W5_L12_P4_-_Properties_of_the_SVD.mp4 | 19.80 MB |
| 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/04_W5_L12_P4_-_Properties_of_the_SVD.srt | 6.50 KB |
| 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/04_W5_L12_P4_-_Properties_of_the_SVD.txt | 4.49 KB |
| 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/05_W5_L12_P5_-_Computing_the_SVD.mp4 | 25.91 MB |
| 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/05_W5_L12_P5_-_Computing_the_SVD.srt | 10.04 KB |
| 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/05_W5_L12_P5_-_Computing_the_SVD.txt | 6.91 KB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/01_W5_L13_P1_-_Review_of_SVD.mp4 | 26.74 MB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/01_W5_L13_P1_-_Review_of_SVD.srt | 12.06 KB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/01_W5_L13_P1_-_Review_of_SVD.txt | 8.31 KB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/02_W5_L13_P2_-_Diagonalization_of_Matrices.mp4 | 32.46 MB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/02_W5_L13_P2_-_Diagonalization_of_Matrices.srt | 12.92 KB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/02_W5_L13_P2_-_Diagonalization_of_Matrices.txt | 8.87 KB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/03_W5_L13_P3_-_SVD_Diagonalization.mp4 | 25.44 MB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/03_W5_L13_P3_-_SVD_Diagonalization.srt | 9.47 KB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/03_W5_L13_P3_-_SVD_Diagonalization.txt | 6.51 KB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/04_W5_L13_P4_-_Theorems_of_the_SVD.mp4 | 24.37 MB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/04_W5_L13_P4_-_Theorems_of_the_SVD.srt | 8.95 KB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/04_W5_L13_P4_-_Theorems_of_the_SVD.txt | 6.14 KB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/05_W5_L13_P5_-_Low-rank_Reductions.mp4 | 27.99 MB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/05_W5_L13_P5_-_Low-rank_Reductions.srt | 8.77 KB |
| 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/05_W5_L13_P5_-_Low-rank_Reductions.txt | 6.03 KB |
| 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/01_W5_L14_P1_-_A_Spring_Mass_System.mp4 | 54.42 MB |
| 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/01_W5_L14_P1_-_A_Spring_Mass_System.srt | 20.55 KB |
| 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/01_W5_L14_P1_-_A_Spring_Mass_System.txt | 14.09 KB |
| 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/02_W5_L14_P2_-_The_Variance_and_Covariance_of_the_Data.mp4 | 33.76 MB |
| 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/02_W5_L14_P2_-_The_Variance_and_Covariance_of_the_Data.srt | 12.96 KB |
| 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/02_W5_L14_P2_-_The_Variance_and_Covariance_of_the_Data.txt | 8.91 KB |
| 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/03_W5_L14_P3_-_Covariance_Matrix_and_Redundancy.mp4 | 26.48 MB |
| 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/03_W5_L14_P3_-_Covariance_Matrix_and_Redundancy.srt | 9.92 KB |
| 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/03_W5_L14_P3_-_Covariance_Matrix_and_Redundancy.txt | 6.82 KB |
| 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/04_W5_L14_P4_-_The_SVD_and_PCA.mp4 | 26.08 MB |
| 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/04_W5_L14_P4_-_The_SVD_and_PCA.srt | 12.28 KB |
| 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/04_W5_L14_P4_-_The_SVD_and_PCA.txt | 8.42 KB |
| 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/01_W6_L15_P1-_Interpreting_the_covariance_matrix-diagonal_elements.mp4 | 28.25 MB |
| 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/01_W6_L15_P1-_Interpreting_the_covariance_matrix-diagonal_elements.srt | 10.29 KB |
| 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/01_W6_L15_P1-_Interpreting_the_covariance_matrix-diagonal_elements.txt | 7.09 KB |
| 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/02_W6_L15_P2-Interpreting_the_covariance_matrix-off-diagonals.mp4 | 25.19 MB |
| 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/02_W6_L15_P2-Interpreting_the_covariance_matrix-off-diagonals.srt | 10.23 KB |
| 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/02_W6_L15_P2-Interpreting_the_covariance_matrix-off-diagonals.txt | 7.03 KB |
| 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/03_W6_L15_P3-Relationship_to_eigenvectors-eigenvalues.mp4 | 24.31 MB |
| 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/03_W6_L15_P3-Relationship_to_eigenvectors-eigenvalues.srt | 84 B |
| 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/03_W6_L15_P3-Relationship_to_eigenvectors-eigenvalues.txt | 50 B |
| 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/04_W6_L15_P4-SVD_versus_EIGS.mp4 | 23.96 MB |
| 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/04_W6_L15_P4-SVD_versus_EIGS.srt | 9.22 KB |
| 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/04_W6_L15_P4-SVD_versus_EIGS.txt | 6.34 KB |
| 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/05_W6_L15_P5-Interpretation_for_spring-mass_system.mp4 | 34.52 MB |
| 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/05_W6_L15_P5-Interpretation_for_spring-mass_system.srt | 13.17 KB |
| 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/05_W6_L15_P5-Interpretation_for_spring-mass_system.txt | 9.05 KB |
| 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/01_W6_L16_P1-Modal_expansions.mp4 | 33.45 MB |
| 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/01_W6_L16_P1-Modal_expansions.srt | 14.37 KB |
| 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/01_W6_L16_P1-Modal_expansions.txt | 9.87 KB |
| 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/02_W6_L16_P2-SVD_for_basis_expansions.mp4 | 23.44 MB |
| 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/02_W6_L16_P2-SVD_for_basis_expansions.srt | 12.17 KB |
| 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/02_W6_L16_P2-SVD_for_basis_expansions.txt | 8.38 KB |
| 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/03_W6_L16_P3-Low_rank_reconstructions_of_a_function.mp4 | 28.45 MB |
| 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/03_W6_L16_P3-Low_rank_reconstructions_of_a_function.srt | 17.59 KB |
| 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/03_W6_L16_P3-Low_rank_reconstructions_of_a_function.txt | 12.09 KB |
| 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/04_W6_L16_P4-Another_low-rank_approximation.mp4 | 24.14 MB |
| 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/04_W6_L16_P4-Another_low-rank_approximation.srt | 15.66 KB |
| 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/04_W6_L16_P4-Another_low-rank_approximation.txt | 10.76 KB |
| 20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/01_W7_L17_P1_-_Independent_Components_-_The_Cocktail_Party_Problem.mp4 | 34.69 MB |
| 20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/01_W7_L17_P1_-_Independent_Components_-_The_Cocktail_Party_Problem.srt | 14.68 KB |
| 20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/01_W7_L17_P1_-_Independent_Components_-_The_Cocktail_Party_Problem.txt | 10.08 KB |
| 20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/02_W7_L17_P2_-_Signal_Separation.mp4 | 23.16 MB |
| 20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/02_W7_L17_P2_-_Signal_Separation.srt | 10.74 KB |
| 20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/02_W7_L17_P2_-_Signal_Separation.txt | 7.39 KB |
| 20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/03_W7_L17_P3_-_Separating_Images.mp4 | 24.01 MB |
| 20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/03_W7_L17_P3_-_Separating_Images.srt | 12.42 KB |
| 20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/03_W7_L17_P3_-_Separating_Images.txt | 8.52 KB |
| 20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/04_W7_L17_P4_-_Mathematical_Framework_and_the_SVD.mp4 | 36.42 MB |
| 20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/04_W7_L17_P4_-_Mathematical_Framework_and_the_SVD.srt | 16.64 KB |
| 20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/04_W7_L17_P4_-_Mathematical_Framework_and_the_SVD.txt | 11.40 KB |
| 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/01_W7_L18_P1_-_Review_of_Mathematical_Algorithm.mp4 | 31.63 MB |
| 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/01_W7_L18_P1_-_Review_of_Mathematical_Algorithm.srt | 11.37 KB |
| 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/01_W7_L18_P1_-_Review_of_Mathematical_Algorithm.txt | 7.81 KB |
| 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/02_W7_L18_P2_-_Computing_the_Principal_Directions.mp4 | 34.28 MB |
| 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/02_W7_L18_P2_-_Computing_the_Principal_Directions.srt | 13.97 KB |
| 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/02_W7_L18_P2_-_Computing_the_Principal_Directions.txt | 9.59 KB |
| 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/03_W7_L18_P3_-_Computing_the_Stretching.mp4 | 24.41 MB |
| 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/03_W7_L18_P3_-_Computing_the_Stretching.srt | 9.62 KB |
| 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/03_W7_L18_P3_-_Computing_the_Stretching.txt | 6.63 KB |
| 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/04_W7_L18_P4_-_Using_Kurtosis_for_Final_Analysis.mp4 | 34.16 MB |
| 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/04_W7_L18_P4_-_Using_Kurtosis_for_Final_Analysis.srt | 11.40 KB |
| 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/04_W7_L18_P4_-_Using_Kurtosis_for_Final_Analysis.txt | 7.83 KB |
| 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/05_W7_L18_P5_-_Combining_all_the_Components_for_ICA.mp4 | 31.05 MB |
| 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/05_W7_L18_P5_-_Combining_all_the_Components_for_ICA.srt | 10.83 KB |
| 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/05_W7_L18_P5_-_Combining_all_the_Components_for_ICA.txt | 7.44 KB |
| 22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/01_W7_L19_P1_-_Algorithm_Overview_of_ICA_and_Image_Separation.mp4 | 28.01 MB |
| 22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/01_W7_L19_P1_-_Algorithm_Overview_of_ICA_and_Image_Separation.srt | 15.14 KB |
| 22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/01_W7_L19_P1_-_Algorithm_Overview_of_ICA_and_Image_Separation.txt | 10.39 KB |
| 22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/02_W7_L19_P2_-_Mixing_Images.mp4 | 16.17 MB |
| 22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/02_W7_L19_P2_-_Mixing_Images.srt | 10.22 KB |
| 22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/02_W7_L19_P2_-_Mixing_Images.txt | 7.05 KB |
| 22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/03_W7_L19_P3_-_Computing_the_Stretching_and_Rotation.mp4 | 25.31 MB |
| 22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/03_W7_L19_P3_-_Computing_the_Stretching_and_Rotation.srt | 14.63 KB |
| 22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/03_W7_L19_P3_-_Computing_the_Stretching_and_Rotation.txt | 9.98 KB |
| 22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/04_W7_L19_P4_-_Separating_the_Images.mp4 | 32.44 MB |
| 22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/04_W7_L19_P4_-_Separating_the_Images.srt | 17.00 KB |
| 22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/04_W7_L19_P4_-_Separating_the_Images.txt | 11.69 KB |
| 23_Week_8_-_Lecture_20_-_Image_Recognition/01_W8_L20_P1-Introduction_to_recognition_ideas.mp4 | 37.41 MB |
| 23_Week_8_-_Lecture_20_-_Image_Recognition/01_W8_L20_P1-Introduction_to_recognition_ideas.srt | 19.03 KB |
| 23_Week_8_-_Lecture_20_-_Image_Recognition/01_W8_L20_P1-Introduction_to_recognition_ideas.txt | 13.05 KB |
| 23_Week_8_-_Lecture_20_-_Image_Recognition/02_W8_L20_P2-Quantifying_image_recognition.mp4 | 41.01 MB |
| 23_Week_8_-_Lecture_20_-_Image_Recognition/02_W8_L20_P2-Quantifying_image_recognition.srt | 16.25 KB |
| 23_Week_8_-_Lecture_20_-_Image_Recognition/02_W8_L20_P2-Quantifying_image_recognition.txt | 11.17 KB |
| 23_Week_8_-_Lecture_20_-_Image_Recognition/03_W8_L20_P3-Pre-processing_dog_cat_images.mp4 | 17.90 MB |
| 23_Week_8_-_Lecture_20_-_Image_Recognition/03_W8_L20_P3-Pre-processing_dog_cat_images.srt | 8.58 KB |
| 23_Week_8_-_Lecture_20_-_Image_Recognition/03_W8_L20_P3-Pre-processing_dog_cat_images.txt | 5.88 KB |
| 23_Week_8_-_Lecture_20_-_Image_Recognition/04_W8_L20_P4-wavelet_transforming_dogs_cats.mp4 | 25.45 MB |
| 23_Week_8_-_Lecture_20_-_Image_Recognition/04_W8_L20_P4-wavelet_transforming_dogs_cats.srt | 13.17 KB |
| 23_Week_8_-_Lecture_20_-_Image_Recognition/04_W8_L20_P4-wavelet_transforming_dogs_cats.txt | 9.04 KB |
| 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/01_W8_L21_P1-Wavelet_dogs_and_cats.mp4 | 24.00 MB |
| 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/01_W8_L21_P1-Wavelet_dogs_and_cats.srt | 12.56 KB |
| 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/01_W8_L21_P1-Wavelet_dogs_and_cats.txt | 8.62 KB |
| 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/02_W8_L21_P2-Building_dog_cat_PCA_components.mp4 | 31.96 MB |
| 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/02_W8_L21_P2-Building_dog_cat_PCA_components.srt | 17.45 KB |
| 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/02_W8_L21_P2-Building_dog_cat_PCA_components.txt | 12.03 KB |
| 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/03_W8_L21_P3-Features.mp4 | 20.17 MB |
| 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/03_W8_L21_P3-Features.srt | 11.50 KB |
| 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/03_W8_L21_P3-Features.txt | 7.93 KB |
| 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/04_W8_L21_P4-linear_discrimination.mp4 | 26.55 MB |
| 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/04_W8_L21_P4-linear_discrimination.srt | 10.50 KB |
| 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/04_W8_L21_P4-linear_discrimination.txt | 7.23 KB |
| 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/01_W8_L22_P1-Putting_all_the_algorithm_parts_together.mp4 | 31.84 MB |
| 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/01_W8_L22_P1-Putting_all_the_algorithm_parts_together.srt | 12.18 KB |
| 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/01_W8_L22_P1-Putting_all_the_algorithm_parts_together.txt | 8.39 KB |
| 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/02_W8_L22_P2-Training_sets.mp4 | 22.30 MB |
| 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/02_W8_L22_P2-Training_sets.srt | 11.45 KB |
| 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/02_W8_L22_P2-Training_sets.txt | 7.88 KB |
| 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/03_W8_L22_P3-The_linear_discriminant.mp4 | 33.33 MB |
| 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/03_W8_L22_P3-The_linear_discriminant.srt | 16.92 KB |
| 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/03_W8_L22_P3-The_linear_discriminant.txt | 11.64 KB |
| 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/04_W8_L22_P4-Recognition_results.mp4 | 35.62 MB |
| 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/04_W8_L22_P4-Recognition_results.srt | 16.54 KB |
| 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/04_W8_L22_P4-Recognition_results.txt | 11.34 KB |
| 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/01_W9_L23_P1-Data_fitting_and_norms.mp4 | 33.93 MB |
| 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/01_W9_L23_P1-Data_fitting_and_norms.srt | 13.91 KB |
| 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/01_W9_L23_P1-Data_fitting_and_norms.txt | 9.20 KB |
| 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/02_W9_L23_P2-Comparison_of_L2_and_L1_norms.mp4 | 25.43 MB |
| 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/02_W9_L23_P2-Comparison_of_L2_and_L1_norms.srt | 13.08 KB |
| 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/02_W9_L23_P2-Comparison_of_L2_and_L1_norms.txt | 8.50 KB |
| 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/03_W9_L23_P3-Underdetermined_systems.mp4 | 29.77 MB |
| 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/03_W9_L23_P3-Underdetermined_systems.srt | 13.48 KB |
| 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/03_W9_L23_P3-Underdetermined_systems.txt | 8.76 KB |
| 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/04_W9_L23_P4-Overdetermined_systems.mp4 | 40.02 MB |
| 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/04_W9_L23_P4-Overdetermined_systems.srt | 15.35 KB |
| 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/04_W9_L23_P4-Overdetermined_systems.txt | 10.09 KB |
| 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/01_W9_L24_P1-Signal_Reconstruction.mp4 | 25.56 MB |
| 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/01_W9_L24_P1-Signal_Reconstruction.srt | 11.32 KB |
| 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/01_W9_L24_P1-Signal_Reconstruction.txt | 7.46 KB |
| 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/02_W9_L24_P2-Linear_algebra_and_underdetermined_systems.mp4 | 40.16 MB |
| 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/02_W9_L24_P2-Linear_algebra_and_underdetermined_systems.srt | 13.80 KB |
| 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/02_W9_L24_P2-Linear_algebra_and_underdetermined_systems.txt | 9.12 KB |
| 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/03_W9_L24_P3-Circumventing_Nyquist.mp4 | 37.76 MB |
| 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/03_W9_L24_P3-Circumventing_Nyquist.srt | 20.08 KB |
| 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/03_W9_L24_P3-Circumventing_Nyquist.txt | 13.14 KB |
| 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/04_W9_L24_P4-Implementing_a_compressive_sensing_signal_reconstruction.mp4 | 39.95 MB |
| 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/04_W9_L24_P4-Implementing_a_compressive_sensing_signal_reconstruction.srt | 15.87 KB |
| 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/04_W9_L24_P4-Implementing_a_compressive_sensing_signal_reconstruction.txt | 10.34 KB |
| 28_Week_9_-_Lecture_25_-_Data/01_W9_L25_P1-Image_analysis_and_reconstruction.mp4 | 32.78 MB |
| 28_Week_9_-_Lecture_25_-_Data/01_W9_L25_P1-Image_analysis_and_reconstruction.srt | 17.82 KB |
| 28_Week_9_-_Lecture_25_-_Data/01_W9_L25_P1-Image_analysis_and_reconstruction.txt | 11.64 KB |
| 28_Week_9_-_Lecture_25_-_Data/02_W9_L25_P2-Image_Compression.mp4 | 30.27 MB |
| 28_Week_9_-_Lecture_25_-_Data/02_W9_L25_P2-Image_Compression.srt | 15.19 KB |
| 28_Week_9_-_Lecture_25_-_Data/02_W9_L25_P2-Image_Compression.txt | 10.00 KB |
| 28_Week_9_-_Lecture_25_-_Data/03_W9_L25_P3-Sampling_and_construction_of_Axb.mp4 | 33.73 MB |
| 28_Week_9_-_Lecture_25_-_Data/03_W9_L25_P3-Sampling_and_construction_of_Axb.srt | 15.18 KB |
| 28_Week_9_-_Lecture_25_-_Data/03_W9_L25_P3-Sampling_and_construction_of_Axb.txt | 9.99 KB |
| 28_Week_9_-_Lecture_25_-_Data/04_W9_L25_P4-Sampling_masks_and_image_reconstruction.mp4 | 41.46 MB |
| 28_Week_9_-_Lecture_25_-_Data/04_W9_L25_P4-Sampling_masks_and_image_reconstruction.srt | 19.63 KB |
| 28_Week_9_-_Lecture_25_-_Data/04_W9_L25_P4-Sampling_masks_and_image_reconstruction.txt | 12.87 KB |
| 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/01_W10_L26_P1-Basic_techniques_for_solving_PDEs.mp4 | 33.29 MB |
| 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/01_W10_L26_P1-Basic_techniques_for_solving_PDEs.srt | 13.04 KB |
| 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/01_W10_L26_P1-Basic_techniques_for_solving_PDEs.txt | 8.57 KB |
| 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/02_W10_L26_P2-Basis_expansion_techniques.mp4 | 31.62 MB |
| 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/02_W10_L26_P2-Basis_expansion_techniques.srt | 11.26 KB |
| 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/02_W10_L26_P2-Basis_expansion_techniques.txt | 7.58 KB |
| 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/03_W10_L26_P3-The_nonlinear_schrodinger_equation.mp4 | 34.98 MB |
| 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/03_W10_L26_P3-The_nonlinear_schrodinger_equation.srt | 16.98 KB |
| 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/03_W10_L26_P3-The_nonlinear_schrodinger_equation.txt | 11.04 KB |
| 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/04_W10_L26_P4-The_2-soliton_breather_solution.mp4 | 50.75 MB |
| 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/04_W10_L26_P4-The_2-soliton_breather_solution.srt | 22.91 KB |
| 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/04_W10_L26_P4-The_2-soliton_breather_solution.txt | 15.02 KB |
| 30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/01_W10_L27_P1-Computing_the_best_(low-rank)_basis.mp4 | 35.77 MB |
| 30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/01_W10_L27_P1-Computing_the_best_(low-rank)_basis.srt | 13.69 KB |
| 30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/01_W10_L27_P1-Computing_the_best_(low-rank)_basis.txt | 9.08 KB |
| 30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/02_W10_L27_P2-Applying_orthogonality.mp4 | 26.49 MB |
| 30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/02_W10_L27_P2-Applying_orthogonality.srt | 9.46 KB |
| 30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/02_W10_L27_P2-Applying_orthogonality.txt | 6.18 KB |
| 30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/03_W10_L27_P3-Comparison_of_low-rank_approximations.mp4 | 31.43 MB |
| 30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/03_W10_L27_P3-Comparison_of_low-rank_approximations.srt | 13.39 KB |
| 30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/03_W10_L27_P3-Comparison_of_low-rank_approximations.txt | 8.78 KB |
| 30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/04_W10_L27_P4-Dynamics_of_two-mode_approximation.mp4 | 26.75 MB |
| 30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/04_W10_L27_P4-Dynamics_of_two-mode_approximation.srt | 11.98 KB |
| 30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/04_W10_L27_P4-Dynamics_of_two-mode_approximation.txt | 7.99 KB |
| 31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/01_W10_L28_P1-Applying_the_reduction_techniques_to_PDEs-__water_waves.mp4 | 42.33 MB |
| 31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/01_W10_L28_P1-Applying_the_reduction_techniques_to_PDEs-__water_waves.srt | 21.28 KB |
| 31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/01_W10_L28_P1-Applying_the_reduction_techniques_to_PDEs-__water_waves.txt | 14.11 KB |
| 31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/02_W10_L28_P2-The_water_waves_in_the_right_basis.mp4 | 32.77 MB |
| 31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/02_W10_L28_P2-The_water_waves_in_the_right_basis.srt | 15.64 KB |
| 31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/02_W10_L28_P2-The_water_waves_in_the_right_basis.txt | 10.38 KB |
| 31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/03_W10_L28_P3-reducing_the_mode-locked_laser_problem.mp4 | 29.41 MB |
| 31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/03_W10_L28_P3-reducing_the_mode-locked_laser_problem.srt | 14.29 KB |
| 31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/03_W10_L28_P3-reducing_the_mode-locked_laser_problem.txt | 9.34 KB |
| 31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/04_W10_L28_P4-reduction_of_a_neuro-sensory_systems.mp4 | 30.40 MB |
| 31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/04_W10_L28_P4-reduction_of_a_neuro-sensory_systems.srt | 15.15 KB |
| 31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/04_W10_L28_P4-reduction_of_a_neuro-sensory_systems.txt | 9.99 KB |
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