589689.xyz

[Coursera] Computational Methods for Data Analysis by Nathan Kutz

  • 收录时间:2018-03-12 16:02:52
  • 文件大小:3GB
  • 下载次数:91
  • 最近下载:2020-12-29 15:23:43
  • 磁力链接:
立即下载 复制链接

文件列表

  1. 11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/02_W3_L8_P2-Wavelet_Toolbox.mp4 60MB
  2. 02_Introduction_to_the_Course/01_Course_Introduction.mp4 57MB
  3. 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/01_W5_L14_P1_-_A_Spring_Mass_System.mp4 54MB
  4. 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/04_W10_L26_P4-The_2-soliton_breather_solution.mp4 51MB
  5. 11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/01_W3_L8_P1-Filter_Design_Toolbox.mp4 45MB
  6. 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 42MB
  7. 28_Week_9_-_Lecture_25_-_Data/04_W9_L25_P4-Sampling_masks_and_image_reconstruction.mp4 41MB
  8. 23_Week_8_-_Lecture_20_-_Image_Recognition/02_W8_L20_P2-Quantifying_image_recognition.mp4 41MB
  9. 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/02_W9_L24_P2-Linear_algebra_and_underdetermined_systems.mp4 40MB
  10. 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/04_W9_L23_P4-Overdetermined_systems.mp4 40MB
  11. 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/04_W9_L24_P4-Implementing_a_compressive_sensing_signal_reconstruction.mp4 40MB
  12. 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/03_W9_L24_P3-Circumventing_Nyquist.mp4 38MB
  13. 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/04_W4_L11_P4_-_MATLAB_implementation_of_diffusion_filtering.mp4 38MB
  14. 10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/03_W3_L7_P3-Spectrograms.mp4 37MB
  15. 23_Week_8_-_Lecture_20_-_Image_Recognition/01_W8_L20_P1-Introduction_to_recognition_ideas.mp4 37MB
  16. 20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/04_W7_L17_P4_-_Mathematical_Framework_and_the_SVD.mp4 36MB
  17. 30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/01_W10_L27_P1-Computing_the_best_(low-rank)_basis.mp4 36MB
  18. 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/04_W8_L22_P4-Recognition_results.mp4 36MB
  19. 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/01_W2_L5_P1-Introduction_to_Wavelets.mp4 35MB
  20. 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/03_W10_L26_P3-The_nonlinear_schrodinger_equation.mp4 35MB
  21. 06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/03_W01_L03_P03_-_Moving_signals_and_averaging_in_frequency.mp4 35MB
  22. 20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/01_W7_L17_P1_-_Independent_Components_-_The_Cocktail_Party_Problem.mp4 35MB
  23. 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/05_W6_L15_P5-Interpretation_for_spring-mass_system.mp4 35MB
  24. 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/02_W7_L18_P2_-_Computing_the_Principal_Directions.mp4 34MB
  25. 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/04_W7_L18_P4_-_Using_Kurtosis_for_Final_Analysis.mp4 34MB
  26. 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/01_W9_L23_P1-Data_fitting_and_norms.mp4 34MB
  27. 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/02_W5_L14_P2_-_The_Variance_and_Covariance_of_the_Data.mp4 34MB
  28. 28_Week_9_-_Lecture_25_-_Data/03_W9_L25_P3-Sampling_and_construction_of_Axb.mp4 34MB
  29. 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/01_W6_L16_P1-Modal_expansions.mp4 33MB
  30. 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/03_W8_L22_P3-The_linear_discriminant.mp4 33MB
  31. 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/01_W10_L26_P1-Basic_techniques_for_solving_PDEs.mp4 33MB
  32. 28_Week_9_-_Lecture_25_-_Data/01_W9_L25_P1-Image_analysis_and_reconstruction.mp4 33MB
  33. 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 33MB
  34. 12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/01_W4_L9_P1-Applications_of_image_processing.mp4 33MB
  35. 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/02_W5_L13_P2_-_Diagonalization_of_Matrices.mp4 32MB
  36. 22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/04_W7_L19_P4_-_Separating_the_Images.mp4 32MB
  37. 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/02_W8_L21_P2-Building_dog_cat_PCA_components.mp4 32MB
  38. 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/01_W8_L22_P1-Putting_all_the_algorithm_parts_together.mp4 32MB
  39. 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/01_W7_L18_P1_-_Review_of_Mathematical_Algorithm.mp4 32MB
  40. 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/02_W10_L26_P2-Basis_expansion_techniques.mp4 32MB
  41. 30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/03_W10_L27_P3-Comparison_of_low-rank_approximations.mp4 31MB
  42. 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/05_W7_L18_P5_-_Combining_all_the_Components_for_ICA.mp4 31MB
  43. 31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/04_W10_L28_P4-reduction_of_a_neuro-sensory_systems.mp4 30MB
  44. 28_Week_9_-_Lecture_25_-_Data/02_W9_L25_P2-Image_Compression.mp4 30MB
  45. 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/01_W4_L11_P1-_Filtering_through_diffusion.mp4 30MB
  46. 09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/02_W2_L6_P2-An_analogy-Fourier_Analysis_and_eigenfunction_expansions.mp4 30MB
  47. 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/03_W9_L23_P3-Underdetermined_systems.mp4 30MB
  48. 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/01_W5_L12_P1_-_Matrix_manipulations_on_data.mp4 30MB
  49. 09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/01_W2_L6_P1-Wavelet_building_blocks-_Dialations_and_Translations.mp4 30MB
  50. 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/01_W2_L4_P1-A_Window_for_Fourier_Transforming.mp4 30MB
  51. 31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/03_W10_L28_P3-reducing_the_mode-locked_laser_problem.mp4 29MB
  52. 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/03_W4_L11_P3_-_Equivalence_of_Diffusion_with_Gaussian_Filtering.mp4 29MB
  53. 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/02_W2_L4_P2-The_Gabor_Transform.mp4 29MB
  54. 09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/03_W2_L6_P3-The_wavelet_basis.mp4 29MB
  55. 10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/02_W3_L7_P2-The_Gabor_Transform.mp4 29MB
  56. 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/03_W6_L16_P3-Low_rank_reconstructions_of_a_function.mp4 28MB
  57. 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/01_W6_L15_P1-_Interpreting_the_covariance_matrix-diagonal_elements.mp4 28MB
  58. 04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/02_W01_L01_P02_-_Representation_of_signals_as_frequencies.mp4 28MB
  59. 22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/01_W7_L19_P1_-_Algorithm_Overview_of_ICA_and_Image_Separation.mp4 28MB
  60. 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/05_W5_L13_P5_-_Low-rank_Reductions.mp4 28MB
  61. 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/05_W2_L5_P5-More_wavelet_properties.mp4 28MB
  62. 06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/04_W01_L03_P04_-_Signal_detection_through_averaging_and_averaging.mp4 28MB
  63. 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/05_W4_L10_P5-Filter_Design_and_Image_Clean-up.mp4 28MB
  64. 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/01_W4_L10_P1-Image_Properties.mp4 28MB
  65. 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/03_W2_L4_P3-Propeties_of_the_Gabor_Transform.mp4 27MB
  66. 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/02_W4_L11_P2_-_The_1D_Diffusion_Equation.mp4 27MB
  67. 12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/03_W4_L9_P3-Spectrum_of_Images.mp4 27MB
  68. 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/04_W2_L4_P4-Trade-offs_in_time-frequency_representations.mp4 27MB
  69. 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/03_W5_L12_P3_-_Matrix_Decomposition.mp4 27MB
  70. 30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/04_W10_L27_P4-Dynamics_of_two-mode_approximation.mp4 27MB
  71. 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/01_W5_L13_P1_-_Review_of_SVD.mp4 27MB
  72. 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/04_W8_L21_P4-linear_discrimination.mp4 27MB
  73. 06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/01_W01_L03_P01_-_Averaging_over_white-noise_in_signals.mp4 26MB
  74. 30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/02_W10_L27_P2-Applying_orthogonality.mp4 26MB
  75. 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/03_W5_L14_P3_-_Covariance_Matrix_and_Redundancy.mp4 26MB
  76. 04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/01_W01_L01_P01_-_Basics_of_the_Fourier_Transform.mp4 26MB
  77. 06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/02_W01_L03_P02_-_Convergence_to_signal_through_repeated_sampling.mp4 26MB
  78. 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/04_W5_L14_P4_-_The_SVD_and_PCA.mp4 26MB
  79. 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/05_W5_L12_P5_-_Computing_the_SVD.mp4 26MB
  80. 04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/03_W01_L01_P03_-_Implementing_the_FFT_routine.mp4 26MB
  81. 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/01_W9_L24_P1-Signal_Reconstruction.mp4 26MB
  82. 23_Week_8_-_Lecture_20_-_Image_Recognition/04_W8_L20_P4-wavelet_transforming_dogs_cats.mp4 25MB
  83. 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/03_W5_L13_P3_-_SVD_Diagonalization.mp4 25MB
  84. 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/02_W9_L23_P2-Comparison_of_L2_and_L1_norms.mp4 25MB
  85. 22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/03_W7_L19_P3_-_Computing_the_Stretching_and_Rotation.mp4 25MB
  86. 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/02_W6_L15_P2-Interpreting_the_covariance_matrix-off-diagonals.mp4 25MB
  87. 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/03_W7_L18_P3_-_Computing_the_Stretching.mp4 24MB
  88. 09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/04_W2_L6_P4-Multi-resolution_analysis.mp4 24MB
  89. 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/04_W5_L13_P4_-_Theorems_of_the_SVD.mp4 24MB
  90. 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/02_W2_L5_P2-The_Haar_wavelet.mp4 24MB
  91. 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/03_W6_L15_P3-Relationship_to_eigenvectors-eigenvalues.mp4 24MB
  92. 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/04_W6_L16_P4-Another_low-rank_approximation.mp4 24MB
  93. 20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/03_W7_L17_P3_-_Separating_Images.mp4 24MB
  94. 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/01_W8_L21_P1-Wavelet_dogs_and_cats.mp4 24MB
  95. 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/04_W6_L15_P4-SVD_versus_EIGS.mp4 24MB
  96. 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/02_W01_L02_P02_-_Signals_FFT_and_noise.mp4 24MB
  97. 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/02_W6_L16_P2-SVD_for_basis_expansions.mp4 23MB
  98. 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/02_W5_L12_P2_-_Basics_of_the_SVD.mp4 23MB
  99. 20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/02_W7_L17_P2_-_Signal_Separation.mp4 23MB
  100. 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/03_W4_L10_P3-Basic_Image_Filter_Setup.mp4 23MB
  101. 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/05_W2_L4_P5-Other_short-time_transforms.mp4 23MB
  102. 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/01_W01_L02_P01_-_The_FFT_for_Radar.mp4 23MB
  103. 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/03_W2_L5_P3-Some_wavelet_theorems_and_properties.mp4 23MB
  104. 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/02_W8_L22_P2-Training_sets.mp4 22MB
  105. 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/02_W4_L10_P2-Adding_Image_Noise.mp4 22MB
  106. 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/04_W2_L5_P4-Mexican_Hat_wavelet.mp4 22MB
  107. 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/04_W01_L02_P04_-_Denoising_via_filtering.mp4 20MB
  108. 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/03_W8_L21_P3-Features.mp4 20MB
  109. 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/05_W01_L02_P05_-_Signal_detection_and_thresholding.mp4 20MB
  110. 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/04_W5_L12_P4_-_Properties_of_the_SVD.mp4 20MB
  111. 10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/01_W3_L7_P1-Building_signals_in_MATLAB.mp4 18MB
  112. 23_Week_8_-_Lecture_20_-_Image_Recognition/03_W8_L20_P3-Pre-processing_dog_cat_images.mp4 18MB
  113. 04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/04_W01_L01_P04_-_Derivatives_with_the_FFT.mp4 17MB
  114. 22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/02_W7_L19_P2_-_Mixing_Images.mp4 16MB
  115. 03_MATLAB_Usage_in_Course/01_Use_of_MATLAB_for_the__course.mp4 16MB
  116. 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/03_W01_L02_P03_-_White_noise_on_signals.mp4 15MB
  117. 01_Computational_Methods_Course_Overview/01_Course_Overview.mp4 15MB
  118. 12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/02_W4_L9_P2-MATLAB_and_image_manipulation.mp4 12MB
  119. 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/04_W4_L10_P4-Gaussian_Data_Filtering.mp4 12MB
  120. 11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/02_W3_L8_P2-Wavelet_Toolbox.srt 29KB
  121. 11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/01_W3_L8_P1-Filter_Design_Toolbox.srt 24KB
  122. 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/04_W10_L26_P4-The_2-soliton_breather_solution.srt 23KB
  123. 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/04_W4_L11_P4_-_MATLAB_implementation_of_diffusion_filtering.srt 23KB
  124. 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 21KB
  125. 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/01_W5_L14_P1_-_A_Spring_Mass_System.srt 21KB
  126. 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/03_W9_L24_P3-Circumventing_Nyquist.srt 20KB
  127. 11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/02_W3_L8_P2-Wavelet_Toolbox.txt 20KB
  128. 28_Week_9_-_Lecture_25_-_Data/04_W9_L25_P4-Sampling_masks_and_image_reconstruction.srt 20KB
  129. 23_Week_8_-_Lecture_20_-_Image_Recognition/01_W8_L20_P1-Introduction_to_recognition_ideas.srt 19KB
  130. 10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/03_W3_L7_P3-Spectrograms.srt 19KB
  131. 06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/03_W01_L03_P03_-_Moving_signals_and_averaging_in_frequency.srt 18KB
  132. 28_Week_9_-_Lecture_25_-_Data/01_W9_L25_P1-Image_analysis_and_reconstruction.srt 18KB
  133. 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/03_W6_L16_P3-Low_rank_reconstructions_of_a_function.srt 18KB
  134. 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/02_W8_L21_P2-Building_dog_cat_PCA_components.srt 17KB
  135. 22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/04_W7_L19_P4_-_Separating_the_Images.srt 17KB
  136. 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/03_W10_L26_P3-The_nonlinear_schrodinger_equation.srt 17KB
  137. 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/03_W8_L22_P3-The_linear_discriminant.srt 17KB
  138. 10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/02_W3_L7_P2-The_Gabor_Transform.srt 17KB
  139. 20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/04_W7_L17_P4_-_Mathematical_Framework_and_the_SVD.srt 17KB
  140. 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/04_W8_L22_P4-Recognition_results.srt 17KB
  141. 11_Week_3_-_Lecture_8_-_MATLAB_Filter_Design_and_Wavelet_Toolboxes/01_W3_L8_P1-Filter_Design_Toolbox.txt 16KB
  142. 23_Week_8_-_Lecture_20_-_Image_Recognition/02_W8_L20_P2-Quantifying_image_recognition.srt 16KB
  143. 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/04_W9_L24_P4-Implementing_a_compressive_sensing_signal_reconstruction.srt 16KB
  144. 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/04_W6_L16_P4-Another_low-rank_approximation.srt 16KB
  145. 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 16KB
  146. 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/04_W4_L11_P4_-_MATLAB_implementation_of_diffusion_filtering.txt 15KB
  147. 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/04_W9_L23_P4-Overdetermined_systems.srt 15KB
  148. 04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/03_W01_L01_P03_-_Implementing_the_FFT_routine.srt 15KB
  149. 28_Week_9_-_Lecture_25_-_Data/02_W9_L25_P2-Image_Compression.srt 15KB
  150. 28_Week_9_-_Lecture_25_-_Data/03_W9_L25_P3-Sampling_and_construction_of_Axb.srt 15KB
  151. 31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/04_W10_L28_P4-reduction_of_a_neuro-sensory_systems.srt 15KB
  152. 22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/01_W7_L19_P1_-_Algorithm_Overview_of_ICA_and_Image_Separation.srt 15KB
  153. 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/04_W10_L26_P4-The_2-soliton_breather_solution.txt 15KB
  154. 20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/01_W7_L17_P1_-_Independent_Components_-_The_Cocktail_Party_Problem.srt 15KB
  155. 22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/03_W7_L19_P3_-_Computing_the_Stretching_and_Rotation.srt 15KB
  156. 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/01_W2_L5_P1-Introduction_to_Wavelets.srt 15KB
  157. 06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/02_W01_L03_P02_-_Convergence_to_signal_through_repeated_sampling.srt 15KB
  158. 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/01_W6_L16_P1-Modal_expansions.srt 14KB
  159. 31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/03_W10_L28_P3-reducing_the_mode-locked_laser_problem.srt 14KB
  160. 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/05_W4_L10_P5-Filter_Design_and_Image_Clean-up.srt 14KB
  161. 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 14KB
  162. 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/01_W5_L14_P1_-_A_Spring_Mass_System.txt 14KB
  163. 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/02_W01_L02_P02_-_Signals_FFT_and_noise.srt 14KB
  164. 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/02_W7_L18_P2_-_Computing_the_Principal_Directions.srt 14KB
  165. 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/01_W9_L23_P1-Data_fitting_and_norms.srt 14KB
  166. 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/02_W9_L24_P2-Linear_algebra_and_underdetermined_systems.srt 14KB
  167. 30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/01_W10_L27_P1-Computing_the_best_(low-rank)_basis.srt 14KB
  168. 12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/01_W4_L9_P1-Applications_of_image_processing.srt 14KB
  169. 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/03_W9_L23_P3-Underdetermined_systems.srt 13KB
  170. 30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/03_W10_L27_P3-Comparison_of_low-rank_approximations.srt 13KB
  171. 06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/01_W01_L03_P01_-_Averaging_over_white-noise_in_signals.srt 13KB
  172. 12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/03_W4_L9_P3-Spectrum_of_Images.srt 13KB
  173. 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/05_W6_L15_P5-Interpretation_for_spring-mass_system.srt 13KB
  174. 23_Week_8_-_Lecture_20_-_Image_Recognition/04_W8_L20_P4-wavelet_transforming_dogs_cats.srt 13KB
  175. 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/03_W9_L24_P3-Circumventing_Nyquist.txt 13KB
  176. 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/02_W9_L23_P2-Comparison_of_L2_and_L1_norms.srt 13KB
  177. 23_Week_8_-_Lecture_20_-_Image_Recognition/01_W8_L20_P1-Introduction_to_recognition_ideas.txt 13KB
  178. 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/01_W10_L26_P1-Basic_techniques_for_solving_PDEs.srt 13KB
  179. 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/02_W5_L14_P2_-_The_Variance_and_Covariance_of_the_Data.srt 13KB
  180. 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/01_W4_L10_P1-Image_Properties.srt 13KB
  181. 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/02_W5_L13_P2_-_Diagonalization_of_Matrices.srt 13KB
  182. 28_Week_9_-_Lecture_25_-_Data/04_W9_L25_P4-Sampling_masks_and_image_reconstruction.txt 13KB
  183. 10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/03_W3_L7_P3-Spectrograms.txt 13KB
  184. 02_Introduction_to_the_Course/01_Course_Introduction.srt 13KB
  185. 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/01_W8_L21_P1-Wavelet_dogs_and_cats.srt 13KB
  186. 20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/03_W7_L17_P3_-_Separating_Images.srt 12KB
  187. 06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/03_W01_L03_P03_-_Moving_signals_and_averaging_in_frequency.txt 12KB
  188. 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/03_W4_L10_P3-Basic_Image_Filter_Setup.srt 12KB
  189. 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/04_W5_L14_P4_-_The_SVD_and_PCA.srt 12KB
  190. 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/01_W2_L4_P1-A_Window_for_Fourier_Transforming.srt 12KB
  191. 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/01_W8_L22_P1-Putting_all_the_algorithm_parts_together.srt 12KB
  192. 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/02_W6_L16_P2-SVD_for_basis_expansions.srt 12KB
  193. 04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/02_W01_L01_P02_-_Representation_of_signals_as_frequencies.srt 12KB
  194. 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/03_W6_L16_P3-Low_rank_reconstructions_of_a_function.txt 12KB
  195. 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/01_W5_L13_P1_-_Review_of_SVD.srt 12KB
  196. 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/02_W8_L21_P2-Building_dog_cat_PCA_components.txt 12KB
  197. 30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/04_W10_L27_P4-Dynamics_of_two-mode_approximation.srt 12KB
  198. 06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/04_W01_L03_P04_-_Signal_detection_through_averaging_and_averaging.srt 12KB
  199. 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/01_W4_L11_P1-_Filtering_through_diffusion.srt 12KB
  200. 04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/04_W01_L01_P04_-_Derivatives_with_the_FFT.srt 12KB
  201. 22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/04_W7_L19_P4_-_Separating_the_Images.txt 12KB
  202. 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/03_W8_L22_P3-The_linear_discriminant.txt 12KB
  203. 28_Week_9_-_Lecture_25_-_Data/01_W9_L25_P1-Image_analysis_and_reconstruction.txt 12KB
  204. 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/02_W4_L11_P2_-_The_1D_Diffusion_Equation.srt 12KB
  205. 10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/02_W3_L7_P2-The_Gabor_Transform.txt 12KB
  206. 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/02_W4_L10_P2-Adding_Image_Noise.srt 12KB
  207. 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/03_W4_L11_P3_-_Equivalence_of_Diffusion_with_Gaussian_Filtering.srt 12KB
  208. 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/03_W8_L21_P3-Features.srt 11KB
  209. 04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/01_W01_L01_P01_-_Basics_of_the_Fourier_Transform.srt 11KB
  210. 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/02_W8_L22_P2-Training_sets.srt 11KB
  211. 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/04_W01_L02_P04_-_Denoising_via_filtering.srt 11KB
  212. 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/04_W2_L4_P4-Trade-offs_in_time-frequency_representations.srt 11KB
  213. 20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/04_W7_L17_P4_-_Mathematical_Framework_and_the_SVD.txt 11KB
  214. 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/04_W7_L18_P4_-_Using_Kurtosis_for_Final_Analysis.srt 11KB
  215. 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/01_W7_L18_P1_-_Review_of_Mathematical_Algorithm.srt 11KB
  216. 10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/01_W3_L7_P1-Building_signals_in_MATLAB.srt 11KB
  217. 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/04_W8_L22_P4-Recognition_results.txt 11KB
  218. 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/01_W9_L24_P1-Signal_Reconstruction.srt 11KB
  219. 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/02_W10_L26_P2-Basis_expansion_techniques.srt 11KB
  220. 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/02_W2_L4_P2-The_Gabor_Transform.srt 11KB
  221. 23_Week_8_-_Lecture_20_-_Image_Recognition/02_W8_L20_P2-Quantifying_image_recognition.txt 11KB
  222. 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/03_W10_L26_P3-The_nonlinear_schrodinger_equation.txt 11KB
  223. 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/01_W01_L02_P01_-_The_FFT_for_Radar.srt 11KB
  224. 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/03_W5_L12_P3_-_Matrix_Decomposition.srt 11KB
  225. 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/05_W7_L18_P5_-_Combining_all_the_Components_for_ICA.srt 11KB
  226. 09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/03_W2_L6_P3-The_wavelet_basis.srt 11KB
  227. 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/04_W6_L16_P4-Another_low-rank_approximation.txt 11KB
  228. 20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/02_W7_L17_P2_-_Signal_Separation.srt 11KB
  229. 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/05_W2_L5_P5-More_wavelet_properties.srt 11KB
  230. 09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/01_W2_L6_P1-Wavelet_building_blocks-_Dialations_and_Translations.srt 11KB
  231. 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/01_W5_L12_P1_-_Matrix_manipulations_on_data.srt 11KB
  232. 04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/03_W01_L01_P03_-_Implementing_the_FFT_routine.txt 11KB
  233. 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/02_W2_L5_P2-The_Haar_wavelet.srt 11KB
  234. 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/04_W8_L21_P4-linear_discrimination.srt 11KB
  235. 09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/02_W2_L6_P2-An_analogy-Fourier_Analysis_and_eigenfunction_expansions.srt 10KB
  236. 22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/01_W7_L19_P1_-_Algorithm_Overview_of_ICA_and_Image_Separation.txt 10KB
  237. 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 10KB
  238. 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/04_W9_L24_P4-Implementing_a_compressive_sensing_signal_reconstruction.txt 10KB
  239. 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/01_W6_L15_P1-_Interpreting_the_covariance_matrix-diagonal_elements.srt 10KB
  240. 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/02_W6_L15_P2-Interpreting_the_covariance_matrix-off-diagonals.srt 10KB
  241. 22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/02_W7_L19_P2_-_Mixing_Images.srt 10KB
  242. 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/04_W9_L23_P4-Overdetermined_systems.txt 10KB
  243. 20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/01_W7_L17_P1_-_Independent_Components_-_The_Cocktail_Party_Problem.txt 10KB
  244. 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/05_W5_L12_P5_-_Computing_the_SVD.srt 10KB
  245. 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/01_W2_L5_P1-Introduction_to_Wavelets.txt 10KB
  246. 28_Week_9_-_Lecture_25_-_Data/02_W9_L25_P2-Image_Compression.txt 10KB
  247. 31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/04_W10_L28_P4-reduction_of_a_neuro-sensory_systems.txt 10KB
  248. 28_Week_9_-_Lecture_25_-_Data/03_W9_L25_P3-Sampling_and_construction_of_Axb.txt 10KB
  249. 06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/02_W01_L03_P02_-_Convergence_to_signal_through_repeated_sampling.txt 10KB
  250. 22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/03_W7_L19_P3_-_Computing_the_Stretching_and_Rotation.txt 10KB
  251. 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/03_W5_L14_P3_-_Covariance_Matrix_and_Redundancy.srt 10KB
  252. 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/01_W6_L16_P1-Modal_expansions.txt 10KB
  253. 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/05_W4_L10_P5-Filter_Design_and_Image_Clean-up.txt 10KB
  254. 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/04_W2_L5_P4-Mexican_Hat_wavelet.srt 10KB
  255. 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/05_W01_L02_P05_-_Signal_detection_and_thresholding.srt 10KB
  256. 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/03_W7_L18_P3_-_Computing_the_Stretching.srt 10KB
  257. 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/02_W01_L02_P02_-_Signals_FFT_and_noise.txt 10KB
  258. 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/02_W7_L18_P2_-_Computing_the_Principal_Directions.txt 10KB
  259. 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/03_W5_L13_P3_-_SVD_Diagonalization.srt 9KB
  260. 30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/02_W10_L27_P2-Applying_orthogonality.srt 9KB
  261. 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/03_W2_L4_P3-Propeties_of_the_Gabor_Transform.srt 9KB
  262. 31_Week_10_-_Lecture_28_-_Global_normal_forms_of_bifurcation_structures_in_PDEs/03_W10_L28_P3-reducing_the_mode-locked_laser_problem.txt 9KB
  263. 12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/01_W4_L9_P1-Applications_of_image_processing.txt 9KB
  264. 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/05_W2_L4_P5-Other_short-time_transforms.srt 9KB
  265. 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/04_W6_L15_P4-SVD_versus_EIGS.srt 9KB
  266. 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/03_W2_L5_P3-Some_wavelet_theorems_and_properties.srt 9KB
  267. 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/01_W9_L23_P1-Data_fitting_and_norms.txt 9KB
  268. 06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/01_W01_L03_P01_-_Averaging_over_white-noise_in_signals.txt 9KB
  269. 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/02_W9_L24_P2-Linear_algebra_and_underdetermined_systems.txt 9KB
  270. 30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/01_W10_L27_P1-Computing_the_best_(low-rank)_basis.txt 9KB
  271. 12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/03_W4_L9_P3-Spectrum_of_Images.txt 9KB
  272. 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/05_W6_L15_P5-Interpretation_for_spring-mass_system.txt 9KB
  273. 23_Week_8_-_Lecture_20_-_Image_Recognition/04_W8_L20_P4-wavelet_transforming_dogs_cats.txt 9KB
  274. 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/04_W5_L13_P4_-_Theorems_of_the_SVD.srt 9KB
  275. 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/02_W5_L14_P2_-_The_Variance_and_Covariance_of_the_Data.txt 9KB
  276. 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/01_W4_L10_P1-Image_Properties.txt 9KB
  277. 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/02_W5_L13_P2_-_Diagonalization_of_Matrices.txt 9KB
  278. 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/03_W01_L02_P03_-_White_noise_on_signals.srt 9KB
  279. 30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/03_W10_L27_P3-Comparison_of_low-rank_approximations.txt 9KB
  280. 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/05_W5_L13_P5_-_Low-rank_Reductions.srt 9KB
  281. 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/03_W9_L23_P3-Underdetermined_systems.txt 9KB
  282. 02_Introduction_to_the_Course/01_Course_Introduction.txt 9KB
  283. 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/01_W8_L21_P1-Wavelet_dogs_and_cats.txt 9KB
  284. 23_Week_8_-_Lecture_20_-_Image_Recognition/03_W8_L20_P3-Pre-processing_dog_cat_images.srt 9KB
  285. 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/01_W10_L26_P1-Basic_techniques_for_solving_PDEs.txt 9KB
  286. 20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/03_W7_L17_P3_-_Separating_Images.txt 9KB
  287. 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/03_W4_L10_P3-Basic_Image_Filter_Setup.txt 9KB
  288. 26_Week_9_-_Lecture_23_-_Basics_of_Compressive_Sensing/02_W9_L23_P2-Comparison_of_L2_and_L1_norms.txt 9KB
  289. 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/04_W5_L14_P4_-_The_SVD_and_PCA.txt 8KB
  290. 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/01_W8_L22_P1-Putting_all_the_algorithm_parts_together.txt 8KB
  291. 19_Week_6_-_Lecture_16_-_Principal_Component_and_Proper_Orthogonal_Modes/02_W6_L16_P2-SVD_for_basis_expansions.txt 8KB
  292. 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/01_W2_L4_P1-A_Window_for_Fourier_Transforming.txt 8KB
  293. 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/02_W5_L12_P2_-_Basics_of_the_SVD.srt 8KB
  294. 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/01_W5_L13_P1_-_Review_of_SVD.txt 8KB
  295. 04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/02_W01_L01_P02_-_Representation_of_signals_as_frequencies.txt 8KB
  296. 09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/04_W2_L6_P4-Multi-resolution_analysis.srt 8KB
  297. 06_Week_1_-_Lecture_3_-_Radar_Detection_and_Averaging/04_W01_L03_P04_-_Signal_detection_through_averaging_and_averaging.txt 8KB
  298. 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/01_W4_L11_P1-_Filtering_through_diffusion.txt 8KB
  299. 04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/04_W01_L01_P04_-_Derivatives_with_the_FFT.txt 8KB
  300. 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/02_W4_L11_P2_-_The_1D_Diffusion_Equation.txt 8KB
  301. 30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/04_W10_L27_P4-Dynamics_of_two-mode_approximation.txt 8KB
  302. 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/02_W4_L10_P2-Adding_Image_Noise.txt 8KB
  303. 14_Week_4_-_Lecture_11_-_Diffusion_and_Image_Processing/03_W4_L11_P3_-_Equivalence_of_Diffusion_with_Gaussian_Filtering.txt 8KB
  304. 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/03_W8_L21_P3-Features.txt 8KB
  305. 04_Week_1_-_Lecture_1_-_Time-Frequency_Analysis_-_Fourier_and_Wavelet_Transforms/01_W01_L01_P01_-_Basics_of_the_Fourier_Transform.txt 8KB
  306. 25_Week_8_-_Lecture_22_-_Implementing_the_catdog_regognition_algorithm/02_W8_L22_P2-Training_sets.txt 8KB
  307. 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/04_W01_L02_P04_-_Denoising_via_filtering.txt 8KB
  308. 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/04_W2_L4_P4-Trade-offs_in_time-frequency_representations.txt 8KB
  309. 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/04_W7_L18_P4_-_Using_Kurtosis_for_Final_Analysis.txt 8KB
  310. 10_Week_3_-_Lecture_7_-_Spectrograms_and_the_Gabor_transforms_in_MATLAB/01_W3_L7_P1-Building_signals_in_MATLAB.txt 8KB
  311. 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/01_W7_L18_P1_-_Review_of_Mathematical_Algorithm.txt 8KB
  312. 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/02_W2_L4_P2-The_Gabor_Transform.txt 8KB
  313. 29_Week_10_-_Lecture_26_-_Dimensionality_Reduction_for_Partial_Differential_Equations/02_W10_L26_P2-Basis_expansion_techniques.txt 8KB
  314. 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/01_W01_L02_P01_-_The_FFT_for_Radar.txt 8KB
  315. 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/03_W5_L12_P3_-_Matrix_Decomposition.txt 8KB
  316. 27_Week_9_-_Lecture_24_-_Signal_Reconstruction_and_Circumventing_Nyquist/01_W9_L24_P1-Signal_Reconstruction.txt 7KB
  317. 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/05_W7_L18_P5_-_Combining_all_the_Components_for_ICA.txt 7KB
  318. 09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/03_W2_L6_P3-The_wavelet_basis.txt 7KB
  319. 20_Week_7_-_Lecture_17_-_Independent_Component_Analysis/02_W7_L17_P2_-_Signal_Separation.txt 7KB
  320. 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/05_W2_L5_P5-More_wavelet_properties.txt 7KB
  321. 09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/01_W2_L6_P1-Wavelet_building_blocks-_Dialations_and_Translations.txt 7KB
  322. 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/01_W5_L12_P1_-_Matrix_manipulations_on_data.txt 7KB
  323. 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/02_W2_L5_P2-The_Haar_wavelet.txt 7KB
  324. 24_Week_8_-_Lecture_21_-_The_SVD_and_linear_discrimination_analysis/04_W8_L21_P4-linear_discrimination.txt 7KB
  325. 09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/02_W2_L6_P2-An_analogy-Fourier_Analysis_and_eigenfunction_expansions.txt 7KB
  326. 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/04_W4_L10_P4-Gaussian_Data_Filtering.srt 7KB
  327. 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/01_W6_L15_P1-_Interpreting_the_covariance_matrix-diagonal_elements.txt 7KB
  328. 22_Week_7_-_Lecture_19_-_Implementing_an_Image_Separation_Algorithm/02_W7_L19_P2_-_Mixing_Images.txt 7KB
  329. 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/02_W6_L15_P2-Interpreting_the_covariance_matrix-off-diagonals.txt 7KB
  330. 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/05_W5_L12_P5_-_Computing_the_SVD.txt 7KB
  331. 12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/02_W4_L9_P2-MATLAB_and_image_manipulation.srt 7KB
  332. 17_Week_5_-_Lecture_14_-_Principal_Component_Analysis/03_W5_L14_P3_-_Covariance_Matrix_and_Redundancy.txt 7KB
  333. 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/04_W2_L5_P4-Mexican_Hat_wavelet.txt 7KB
  334. 21_Week_7_-_Lecture_18_-_Image_Separation_with_the_SVD/03_W7_L18_P3_-_Computing_the_Stretching.txt 7KB
  335. 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/05_W01_L02_P05_-_Signal_detection_and_thresholding.txt 7KB
  336. 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/03_W5_L13_P3_-_SVD_Diagonalization.txt 7KB
  337. 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/04_W5_L12_P4_-_Properties_of_the_SVD.srt 7KB
  338. 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/03_W2_L4_P3-Propeties_of_the_Gabor_Transform.txt 6KB
  339. 07_Week_2_-_Lecture_4_-_The_Windowed_Fourier_Transform/05_W2_L4_P5-Other_short-time_transforms.txt 6KB
  340. 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/04_W6_L15_P4-SVD_versus_EIGS.txt 6KB
  341. 08_Week_2_-_Lecture_5_-_The_Wavelet_Transform/03_W2_L5_P3-Some_wavelet_theorems_and_properties.txt 6KB
  342. 30_Week_10_-_Lecture_27_-_PDE_dynamics_in_the_right/02_W10_L27_P2-Applying_orthogonality.txt 6KB
  343. 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/04_W5_L13_P4_-_Theorems_of_the_SVD.txt 6KB
  344. 05_Week_1_-_Lecture_2_-_Radar_Detection_and_Filtering/03_W01_L02_P03_-_White_noise_on_signals.txt 6KB
  345. 16_Week_5_-_Lecture_13_-_The_SVD_in_Broader_Context/05_W5_L13_P5_-_Low-rank_Reductions.txt 6KB
  346. 23_Week_8_-_Lecture_20_-_Image_Recognition/03_W8_L20_P3-Pre-processing_dog_cat_images.txt 6KB
  347. 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/02_W5_L12_P2_-_Basics_of_the_SVD.txt 6KB
  348. 09_Week_2_-_Lecture_6_-_The_Wavelet_Basis_and_Multi-Resolution_Analysis/04_W2_L6_P4-Multi-resolution_analysis.txt 6KB
  349. 13_Week_4_-_Lecture_10_-_Linear_Filtering_for_Image_Denoising/04_W4_L10_P4-Gaussian_Data_Filtering.txt 5KB
  350. 12_Week_4_-_Lecture_9_-_Image_processing_and_analysis/02_W4_L9_P2-MATLAB_and_image_manipulation.txt 5KB
  351. 15_Week_5_-_Lecture_12_-_Linear_Algebra_and_the_Singular_Value_Decomposition/04_W5_L12_P4_-_Properties_of_the_SVD.txt 4KB
  352. 01_Computational_Methods_Course_Overview/01_Course_Overview.srt 4KB
  353. 03_MATLAB_Usage_in_Course/01_Use_of_MATLAB_for_the__course.srt 3KB
  354. 01_Computational_Methods_Course_Overview/01_Course_Overview.txt 3KB
  355. 03_MATLAB_Usage_in_Course/01_Use_of_MATLAB_for_the__course.txt 2KB
  356. 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/03_W6_L15_P3-Relationship_to_eigenvectors-eigenvalues.srt 84B
  357. 18_Week_6_-_Lecture_15_-_Principal_Component_Analysis_SVD_diagonlization/03_W6_L15_P3-Relationship_to_eigenvectors-eigenvalues.txt 50B