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[ ] Udemy - Neural Networks in Python from Scratch - Learning by Doing

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文件列表

  1. ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/003 Interpolation (or regression) - The fundamental principle of machine learning.mp4 190MB
  2. ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/002 Modify input, output & weights.mp4 90MB
  3. ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/003 What are neural networks.mp4 83MB
  4. ~Get Your Files Here !/04 - Same code, different problem Image recognition/002 Apply our neural network to the new problem Number recognition.mp4 72MB
  5. ~Get Your Files Here !/04 - Same code, different problem Image recognition/003 Improve the gradient function.mp4 65MB
  6. ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/007 Accuracy & Error functions.mp4 64MB
  7. ~Get Your Files Here !/04 - Same code, different problem Image recognition/004 Analysis of the trained neural network.mp4 62MB
  8. ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/005 Modify gradient of the error function.mp4 60MB
  9. ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/009 Training the neural network via gradient descent.mp4 59MB
  10. ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/003 Add an activation function to the neural network.mp4 58MB
  11. ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/006 Training & Testing the modified neural network.mp4 58MB
  12. ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/010 Using the trained network on the test data.mp4 48MB
  13. ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/004 Modify accuracy and error functions.mp4 47MB
  14. ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/002 From interpolation to neural networks.mp4 47MB
  15. ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/001 Overview of the course.mp4 46MB
  16. ~Get Your Files Here !/06 - [Resources]/001 [Installation] Python and Jupyter Notebook via Anaconda.mp4 43MB
  17. ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/006 Initialize the weights & Calculate the output.mp4 43MB
  18. ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/005 Prepare the training and testing data.mp4 41MB
  19. ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/008 Gradient of the error function.mp4 39MB
  20. ~Get Your Files Here !/05 - Outlook & Goodbye/002 Outlook Pretrained neural networks & Machine learning in Wolfram Mathematica.mp4 36MB
  21. ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/001 [Project 2] Complete neural network Sign of the sum of two numbers.mp4 36MB
  22. ~Get Your Files Here !/05 - Outlook & Goodbye/001 How to improve the network.mp4 33MB
  23. ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/004 [Project 1] Most simple neural network Sum of two numbers.mp4 29MB
  24. ~Get Your Files Here !/04 - Same code, different problem Image recognition/001 [Project 3] Same neural network Applied to recognize hand-written digits.mp4 28MB
  25. ~Get Your Files Here !/05 - Outlook & Goodbye/003 Goodbye!.mp4 24MB
  26. ~Get Your Files Here !/06 - [Resources]/003 3-Number-recognition.ipynb 361KB
  27. ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/002 Digit-network.png 305KB
  28. ~Get Your Files Here !/04 - Same code, different problem Image recognition/001 Digit-network.png 305KB
  29. ~Get Your Files Here !/04 - Same code, different problem Image recognition/002 Digit-network.png 305KB
  30. ~Get Your Files Here !/06 - [Resources]/002 Digit-network.png 305KB
  31. ~Get Your Files Here !/06 - [Resources]/003 Digit-network.png 305KB
  32. ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/002 Sign-network.png 247KB
  33. ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/001 Sign-network.png 247KB
  34. ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/002 Sign-network.png 247KB
  35. ~Get Your Files Here !/06 - [Resources]/002 Sign-network.png 247KB
  36. ~Get Your Files Here !/06 - [Resources]/003 Sign-network.png 247KB
  37. ~Get Your Files Here !/06 - [Resources]/003 2-Sign.ipynb 137KB
  38. ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/002 Addition-network.png 92KB
  39. ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/004 Addition-network.png 92KB
  40. ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/005 Addition-network.png 92KB
  41. ~Get Your Files Here !/06 - [Resources]/002 Addition-network.png 92KB
  42. ~Get Your Files Here !/06 - [Resources]/003 Addition-network.png 92KB
  43. ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/002 3-Number-recognition-template.ipynb 73KB
  44. ~Get Your Files Here !/04 - Same code, different problem Image recognition/001 3-Number-recognition-template.ipynb 73KB
  45. ~Get Your Files Here !/04 - Same code, different problem Image recognition/002 3-Number-recognition-template.ipynb 73KB
  46. ~Get Your Files Here !/06 - [Resources]/002 3-Number-recognition-template.ipynb 73KB
  47. ~Get Your Files Here !/06 - [Resources]/003 0-Interpolation.ipynb 38KB
  48. ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/003 Interpolation (or regression) - The fundamental principle of machine learning_en.vtt 31KB
  49. ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/002 2-Sign-template.ipynb 16KB
  50. ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/001 2-Sign-template.ipynb 16KB
  51. ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/002 2-Sign-template.ipynb 16KB
  52. ~Get Your Files Here !/06 - [Resources]/002 2-Sign-template.ipynb 16KB
  53. ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/002 Modify input, output & weights_en.vtt 15KB
  54. ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/007 Accuracy & Error functions_en.vtt 12KB
  55. ~Get Your Files Here !/04 - Same code, different problem Image recognition/002 Apply our neural network to the new problem Number recognition_en.vtt 12KB
  56. ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/002 0-Interpolation-template.ipynb 12KB
  57. ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/003 0-Interpolation-template.ipynb 12KB
  58. ~Get Your Files Here !/06 - [Resources]/002 0-Interpolation-template.ipynb 12KB
  59. ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/009 Training the neural network via gradient descent_en.vtt 12KB
  60. ~Get Your Files Here !/04 - Same code, different problem Image recognition/004 Analysis of the trained neural network_en.vtt 11KB
  61. ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/005 Modify gradient of the error function_en.vtt 11KB
  62. ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/002 1-Addition-template.ipynb 11KB
  63. ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/004 1-Addition-template.ipynb 11KB
  64. ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/005 1-Addition-template.ipynb 11KB
  65. ~Get Your Files Here !/06 - [Resources]/002 1-Addition-template.ipynb 11KB
  66. ~Get Your Files Here !/06 - [Resources]/003 1-Addition-template.ipynb 11KB
  67. ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/003 Add an activation function to the neural network_en.vtt 11KB
  68. ~Get Your Files Here !/06 - [Resources]/001 [Installation] Python and Jupyter Notebook via Anaconda_en.vtt 10KB
  69. ~Get Your Files Here !/04 - Same code, different problem Image recognition/003 Improve the gradient function_en.vtt 10KB
  70. ~Get Your Files Here !/05 - Outlook & Goodbye/002 Outlook Pretrained neural networks & Machine learning in Wolfram Mathematica_en.vtt 10KB
  71. ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/006 Training & Testing the modified neural network_en.vtt 9KB
  72. ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/004 Modify accuracy and error functions_en.vtt 9KB
  73. ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/006 Initialize the weights & Calculate the output_en.vtt 9KB
  74. ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/003 What are neural networks_en.vtt 9KB
  75. ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/008 Gradient of the error function_en.vtt 8KB
  76. ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/005 Prepare the training and testing data_en.vtt 8KB
  77. ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/010 Using the trained network on the test data_en.vtt 8KB
  78. ~Get Your Files Here !/05 - Outlook & Goodbye/001 How to improve the network_en.vtt 7KB
  79. ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/002 From interpolation to neural networks_en.vtt 5KB
  80. ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/001 [Project 2] Complete neural network Sign of the sum of two numbers_en.vtt 4KB
  81. ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/004 [Project 1] Most simple neural network Sum of two numbers_en.vtt 3KB
  82. ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/001 Overview of the course_en.vtt 3KB
  83. ~Get Your Files Here !/04 - Same code, different problem Image recognition/001 [Project 3] Same neural network Applied to recognize hand-written digits_en.vtt 3KB
  84. ~Get Your Files Here !/05 - Outlook & Goodbye/003 Goodbye!_en.vtt 2KB
  85. ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/002 Template files for this course.html 713B
  86. ~Get Your Files Here !/Bonus Resources.txt 386B
  87. ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/001 Let's get started!.html 280B
  88. ~Get Your Files Here !/06 - [Resources]/003 Finalized jupyter notebooks.html 244B
  89. Get Bonus Downloads Here.url 182B
  90. ~Get Your Files Here !/06 - [Resources]/002 Template files.html 58B