[ DevCourseWeb.com ] Udemy - Deep Learning with Google Colab

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Files
  1. Get Bonus Downloads Here.url 182B
  2. ~Get Your Files Here !/1. Getting started in Google Colab/1. Introduction.mp4 41.99MB
  3. ~Get Your Files Here !/1. Getting started in Google Colab/1. Introduction.srt 3.66KB
  4. ~Get Your Files Here !/1. Getting started in Google Colab/10. Section conclusion.mp4 14.15MB
  5. ~Get Your Files Here !/1. Getting started in Google Colab/10. Section conclusion.srt 1.32KB
  6. ~Get Your Files Here !/1. Getting started in Google Colab/2. Registering for a Google account.mp4 7.71MB
  7. ~Get Your Files Here !/1. Getting started in Google Colab/2. Registering for a Google account.srt 1.72KB
  8. ~Get Your Files Here !/1. Getting started in Google Colab/3. Navigating to Google Colab.mp4 16.35MB
  9. ~Get Your Files Here !/1. Getting started in Google Colab/3. Navigating to Google Colab.srt 2.33KB
  10. ~Get Your Files Here !/1. Getting started in Google Colab/4. Exploring your Google Colab Notebook.mp4 15.41MB
  11. ~Get Your Files Here !/1. Getting started in Google Colab/4. Exploring your Google Colab Notebook.srt 2.55KB
  12. ~Get Your Files Here !/1. Getting started in Google Colab/5. The definition of notebooks.mp4 11.86MB
  13. ~Get Your Files Here !/1. Getting started in Google Colab/5. The definition of notebooks.srt 1.47KB
  14. ~Get Your Files Here !/1. Getting started in Google Colab/6. Running your first Google Colab code cell.mp4 19.81MB
  15. ~Get Your Files Here !/1. Getting started in Google Colab/6. Running your first Google Colab code cell.srt 5.11KB
  16. ~Get Your Files Here !/1. Getting started in Google Colab/7. The markup language Markdown.mp4 15.76MB
  17. ~Get Your Files Here !/1. Getting started in Google Colab/7. The markup language Markdown.srt 2.44KB
  18. ~Get Your Files Here !/1. Getting started in Google Colab/8. Writing Markdown in Google Colab.mp4 12.45MB
  19. ~Get Your Files Here !/1. Getting started in Google Colab/8. Writing Markdown in Google Colab.srt 3.07KB
  20. ~Get Your Files Here !/1. Getting started in Google Colab/9. Writing LaTeX in Google Colab.mp4 17.56MB
  21. ~Get Your Files Here !/1. Getting started in Google Colab/9. Writing LaTeX in Google Colab.srt 1.79KB
  22. ~Get Your Files Here !/2. The ecosystem of Google Colab/1. Installing packages in Google Colab.mp4 37.12MB
  23. ~Get Your Files Here !/2. The ecosystem of Google Colab/1. Installing packages in Google Colab.srt 5.15KB
  24. ~Get Your Files Here !/2. The ecosystem of Google Colab/2. Working with files using Google Drive.mp4 35.11MB
  25. ~Get Your Files Here !/2. The ecosystem of Google Colab/2. Working with files using Google Drive.srt 5.63KB
  26. ~Get Your Files Here !/2. The ecosystem of Google Colab/3. Working with files directly in Google Colab.mp4 40.76MB
  27. ~Get Your Files Here !/2. The ecosystem of Google Colab/3. Working with files directly in Google Colab.srt 6.51KB
  28. ~Get Your Files Here !/2. The ecosystem of Google Colab/4. Sharing files via Google Drive.mp4 32.54MB
  29. ~Get Your Files Here !/2. The ecosystem of Google Colab/4. Sharing files via Google Drive.srt 5.66KB
  30. ~Get Your Files Here !/2. The ecosystem of Google Colab/5. Introduction to version control with Git and GitHub.mp4 58.18MB
  31. ~Get Your Files Here !/2. The ecosystem of Google Colab/5. Introduction to version control with Git and GitHub.srt 5.85KB
  32. ~Get Your Files Here !/2. The ecosystem of Google Colab/6. Sending Google Colab notebooks to GitHub.mp4 59.87MB
  33. ~Get Your Files Here !/2. The ecosystem of Google Colab/6. Sending Google Colab notebooks to GitHub.srt 9.40KB
  34. ~Get Your Files Here !/3. Introduction to PyTorch/1. Creating a tensor.mp4 61.09MB
  35. ~Get Your Files Here !/3. Introduction to PyTorch/1. Creating a tensor.srt 9.58KB
  36. ~Get Your Files Here !/3. Introduction to PyTorch/10. Saving and loading models.mp4 58.43MB
  37. ~Get Your Files Here !/3. Introduction to PyTorch/10. Saving and loading models.srt 10.60KB
  38. ~Get Your Files Here !/3. Introduction to PyTorch/11. Problem statement and setup.mp4 20.15MB
  39. ~Get Your Files Here !/3. Introduction to PyTorch/11. Problem statement and setup.srt 4.91KB
  40. ~Get Your Files Here !/3. Introduction to PyTorch/12. Approaches and solutions.mp4 52.77MB
  41. ~Get Your Files Here !/3. Introduction to PyTorch/12. Approaches and solutions.srt 9.70KB
  42. ~Get Your Files Here !/3. Introduction to PyTorch/2. Tensor operations.mp4 40.54MB
  43. ~Get Your Files Here !/3. Introduction to PyTorch/2. Tensor operations.srt 8.21KB
  44. ~Get Your Files Here !/3. Introduction to PyTorch/3. GPUs in the context of deep learning.mp4 70.62MB
  45. ~Get Your Files Here !/3. Introduction to PyTorch/3. GPUs in the context of deep learning.srt 6.84KB
  46. ~Get Your Files Here !/3. Introduction to PyTorch/4. Turning on your Colab GPU.mp4 18.95MB
  47. ~Get Your Files Here !/3. Introduction to PyTorch/4. Turning on your Colab GPU.srt 6.00KB
  48. ~Get Your Files Here !/3. Introduction to PyTorch/5. Limits of the Colab GPU.mp4 29.88MB
  49. ~Get Your Files Here !/3. Introduction to PyTorch/5. Limits of the Colab GPU.srt 4.56KB
  50. ~Get Your Files Here !/3. Introduction to PyTorch/6. Neural network basics.mp4 37.37MB
  51. ~Get Your Files Here !/3. Introduction to PyTorch/6. Neural network basics.srt 4.82KB
  52. ~Get Your Files Here !/3. Introduction to PyTorch/7. Gradients and backpropagation.mp4 76.58MB
  53. ~Get Your Files Here !/3. Introduction to PyTorch/7. Gradients and backpropagation.srt 10.29KB
  54. ~Get Your Files Here !/3. Introduction to PyTorch/8. Automatic differentiation in PyTorch.mp4 43.07MB
  55. ~Get Your Files Here !/3. Introduction to PyTorch/8. Automatic differentiation in PyTorch.srt 9.49KB
  56. ~Get Your Files Here !/3. Introduction to PyTorch/9. Training a model.mp4 45.14MB
  57. ~Get Your Files Here !/3. Introduction to PyTorch/9. Training a model.srt 11.21KB
  58. ~Get Your Files Here !/4. Working with datasets/1. Downloading a built-in dataset.mp4 39.50MB
  59. ~Get Your Files Here !/4. Working with datasets/1. Downloading a built-in dataset.srt 7.71KB
  60. ~Get Your Files Here !/4. Working with datasets/2. Working with PyTorch datasets.mp4 69.68MB
  61. ~Get Your Files Here !/4. Working with datasets/2. Working with PyTorch datasets.srt 9.15KB
  62. ~Get Your Files Here !/4. Working with datasets/3. Loading a dataset into Colab.mp4 32.95MB
  63. ~Get Your Files Here !/4. Working with datasets/3. Loading a dataset into Colab.srt 6.20KB
  64. ~Get Your Files Here !/4. Working with datasets/4. Building a PyTorch dataset.mp4 65.94MB
  65. ~Get Your Files Here !/4. Working with datasets/4. Building a PyTorch dataset.srt 11.62KB
  66. ~Get Your Files Here !/4. Working with datasets/5. Image augmentation fundamentals.mp4 69.01MB
  67. ~Get Your Files Here !/4. Working with datasets/5. Image augmentation fundamentals.srt 9.57KB
  68. ~Get Your Files Here !/4. Working with datasets/6. Image augmentation in PyTorch.mp4 81.86MB
  69. ~Get Your Files Here !/4. Working with datasets/6. Image augmentation in PyTorch.srt 12.89KB
  70. ~Get Your Files Here !/5. Recognizing handwritten digits/1. Downloading the dataset.mp4 32.29MB
  71. ~Get Your Files Here !/5. Recognizing handwritten digits/1. Downloading the dataset.srt 5.53KB
  72. ~Get Your Files Here !/5. Recognizing handwritten digits/2. Understanding the dataset.mp4 33.20MB
  73. ~Get Your Files Here !/5. Recognizing handwritten digits/2. Understanding the dataset.srt 7.50KB
  74. ~Get Your Files Here !/5. Recognizing handwritten digits/3. Implementing a starting solution.mp4 60.37MB
  75. ~Get Your Files Here !/5. Recognizing handwritten digits/3. Implementing a starting solution.srt 10.66KB
  76. ~Get Your Files Here !/5. Recognizing handwritten digits/4. Training and evaluating.mp4 29.64MB
  77. ~Get Your Files Here !/5. Recognizing handwritten digits/4. Training and evaluating.srt 6.58KB
  78. ~Get Your Files Here !/5. Recognizing handwritten digits/5. Choosing the size of input and output layers.mp4 53.75MB
  79. ~Get Your Files Here !/5. Recognizing handwritten digits/5. Choosing the size of input and output layers.srt 6.50KB
  80. ~Get Your Files Here !/5. Recognizing handwritten digits/6. Choosing the size of hidden layers.mp4 87.90MB
  81. ~Get Your Files Here !/5. Recognizing handwritten digits/6. Choosing the size of hidden layers.srt 12.57KB
  82. ~Get Your Files Here !/5. Recognizing handwritten digits/7. Loss functions.mp4 68.91MB
  83. ~Get Your Files Here !/5. Recognizing handwritten digits/7. Loss functions.srt 8.88KB
  84. ~Get Your Files Here !/5. Recognizing handwritten digits/8. Activation functions and weight initialization.mp4 76.64MB
  85. ~Get Your Files Here !/5. Recognizing handwritten digits/8. Activation functions and weight initialization.srt 10.35KB
  86. ~Get Your Files Here !/5. Recognizing handwritten digits/9. Optimizers.mp4 90.16MB
  87. ~Get Your Files Here !/5. Recognizing handwritten digits/9. Optimizers.srt 10.74KB
  88. ~Get Your Files Here !/6. Transfer learning for object recognition/1. Downloading the dataset.mp4 41.64MB
  89. ~Get Your Files Here !/6. Transfer learning for object recognition/1. Downloading the dataset.srt 8.73KB
  90. ~Get Your Files Here !/6. Transfer learning for object recognition/2. Understanding the dataset.mp4 51.42MB
  91. ~Get Your Files Here !/6. Transfer learning for object recognition/2. Understanding the dataset.srt 8.85KB
  92. ~Get Your Files Here !/6. Transfer learning for object recognition/3. What is transfer learning.mp4 92.18MB
  93. ~Get Your Files Here !/6. Transfer learning for object recognition/3. What is transfer learning.srt 11.18KB
  94. ~Get Your Files Here !/6. Transfer learning for object recognition/4. The transfer learning workflow.mp4 68.16MB
  95. ~Get Your Files Here !/6. Transfer learning for object recognition/4. The transfer learning workflow.srt 9.27KB
  96. ~Get Your Files Here !/6. Transfer learning for object recognition/5. Training and evaluating.mp4 40.99MB
  97. ~Get Your Files Here !/6. Transfer learning for object recognition/5. Training and evaluating.srt 8.93KB
  98. ~Get Your Files Here !/6. Transfer learning for object recognition/6. Pretrained models for transfer learning.mp4 62.83MB
  99. ~Get Your Files Here !/6. Transfer learning for object recognition/6. Pretrained models for transfer learning.srt 8.21KB
  100. ~Get Your Files Here !/7. Recognizing fashion items/1. Downloading the dataset.mp4 49.79MB
  101. ~Get Your Files Here !/7. Recognizing fashion items/1. Downloading the dataset.srt 7.20KB
  102. ~Get Your Files Here !/7. Recognizing fashion items/2. Understanding the dataset.mp4 32.95MB
  103. ~Get Your Files Here !/7. Recognizing fashion items/2. Understanding the dataset.srt 7.23KB
  104. ~Get Your Files Here !/7. Recognizing fashion items/3. Convolutional network fundamentals.mp4 87.75MB
  105. ~Get Your Files Here !/7. Recognizing fashion items/3. Convolutional network fundamentals.srt 11.00KB
  106. ~Get Your Files Here !/7. Recognizing fashion items/4. Implementation in PyTorch.mp4 48.80MB
  107. ~Get Your Files Here !/7. Recognizing fashion items/4. Implementation in PyTorch.srt 9.64KB
  108. ~Get Your Files Here !/7. Recognizing fashion items/5. Residual network fundamentals.mp4 57.14MB
  109. ~Get Your Files Here !/7. Recognizing fashion items/5. Residual network fundamentals.srt 7.55KB
  110. ~Get Your Files Here !/7. Recognizing fashion items/6. Residual blocks in convolutional networks.mp4 39.23MB
  111. ~Get Your Files Here !/7. Recognizing fashion items/6. Residual blocks in convolutional networks.srt 6.58KB
  112. ~Get Your Files Here !/7. Recognizing fashion items/7. Implementation in PyTorch.mp4 42.76MB
  113. ~Get Your Files Here !/7. Recognizing fashion items/7. Implementation in PyTorch.srt 7.05KB
  114. ~Get Your Files Here !/8. Deep learning best practices/1. General ensembling in machine learning.mp4 69.64MB
  115. ~Get Your Files Here !/8. Deep learning best practices/1. General ensembling in machine learning.srt 8.72KB
  116. ~Get Your Files Here !/8. Deep learning best practices/2. Ensembling in deep learning.mp4 65.85MB
  117. ~Get Your Files Here !/8. Deep learning best practices/2. Ensembling in deep learning.srt 10.30KB
  118. ~Get Your Files Here !/8. Deep learning best practices/3. Data versioning.mp4 45.45MB
  119. ~Get Your Files Here !/8. Deep learning best practices/3. Data versioning.srt 6.76KB
  120. ~Get Your Files Here !/8. Deep learning best practices/4. Reproducibility.mp4 28.31MB
  121. ~Get Your Files Here !/8. Deep learning best practices/4. Reproducibility.srt 4.42KB
  122. ~Get Your Files Here !/8. Deep learning best practices/5. When not to use deep learning.mp4 66.34MB
  123. ~Get Your Files Here !/8. Deep learning best practices/5. When not to use deep learning.srt 8.78KB
  124. ~Get Your Files Here !/Bonus Resources.txt 386B