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[ ] Udemy - Hands-On Keras for Machine Learning Engineers

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文件列表

  1. ~Get Your Files Here !/4. Convolutional Neural Networks/6. Image Augmentation.mp4 48MB
  2. ~Get Your Files Here !/3. Going Deeper with Keras/11. Learning Rate Defined.mp4 38MB
  3. ~Get Your Files Here !/4. Convolutional Neural Networks/1. Convolutional Neural Networks.mp4 36MB
  4. ~Get Your Files Here !/3. Going Deeper with Keras/8. Demo Case Study on Dropping Out.mp4 30MB
  5. ~Get Your Files Here !/4. Convolutional Neural Networks/10. Object Recognition.mp4 28MB
  6. ~Get Your Files Here !/3. Going Deeper with Keras/13. Demo Case Study Learning Rates.mp4 28MB
  7. ~Get Your Files Here !/2. Foundations/10. Performance Evaluation on Neural Networks.mp4 28MB
  8. ~Get Your Files Here !/2. Foundations/16. Demo Case Study on Multiclass Classification Part 2.mp4 27MB
  9. ~Get Your Files Here !/5. Recurrent Neural Networks/5. Demo Case Study Time Series Prediction with LSTM.mp4 26MB
  10. ~Get Your Files Here !/5. Recurrent Neural Networks/1. Recurrent Neural Networks.mp4 26MB
  11. ~Get Your Files Here !/2. Foundations/17. Demo Case Study on Binary Classification.mp4 25MB
  12. ~Get Your Files Here !/5. Recurrent Neural Networks/8. Demo Case Study Sequence Classification.mp4 25MB
  13. ~Get Your Files Here !/1. Introduction/1. Introduction.mp4 25MB
  14. ~Get Your Files Here !/2. Foundations/1. Theano.mp4 25MB
  15. ~Get Your Files Here !/3. Going Deeper with Keras/12. Configure Learning Rate.mp4 25MB
  16. ~Get Your Files Here !/2. Foundations/15. Demo Case Study on Multiclass Classification.mp4 24MB
  17. ~Get Your Files Here !/4. Convolutional Neural Networks/13. Sentiment Analysis in Keras.mp4 24MB
  18. ~Get Your Files Here !/1. Introduction/2. What You'll Learn in this Course.mp4 24MB
  19. ~Get Your Files Here !/2. Foundations/11. Demo Case Study on Data Segmentation.mp4 23MB
  20. ~Get Your Files Here !/4. Convolutional Neural Networks/2. Demo Case Study Hand Written Digit Recognition.mp4 23MB
  21. ~Get Your Files Here !/5. Recurrent Neural Networks/6. Demo Case Study Time Series Prediction with LSTM Part 2.mp4 22MB
  22. ~Get Your Files Here !/5. Recurrent Neural Networks/3. Demo Case Study Time Series Prediction Part 2.mp4 21MB
  23. ~Get Your Files Here !/2. Foundations/21. Demo Case Study on Regression.mp4 21MB
  24. ~Get Your Files Here !/3. Going Deeper with Keras/4. Demo Case Study on Checkpointing.mp4 20MB
  25. ~Get Your Files Here !/2. Foundations/14. Grid Search Deep Learning Model Parameters.mp4 20MB
  26. ~Get Your Files Here !/4. Convolutional Neural Networks/3. Demo Case Study Hand Written Digit Recognition Part 2.mp4 20MB
  27. ~Get Your Files Here !/4. Convolutional Neural Networks/8. Demo Case Study Image Augmentation Part 2.mp4 19MB
  28. ~Get Your Files Here !/3. Going Deeper with Keras/9. Demo Case Study on Dropping Out Part 2.mp4 19MB
  29. ~Get Your Files Here !/2. Foundations/20. Demo Case Study on Binary Classification Part 4.mp4 19MB
  30. ~Get Your Files Here !/2. Foundations/7. Demo Case Study on Pima Indian Diabetes Dataset Load Data.mp4 19MB
  31. ~Get Your Files Here !/5. Recurrent Neural Networks/7. Demo Case Study Time Series Prediction with LSTM Part 3.mp4 18MB
  32. ~Get Your Files Here !/3. Going Deeper with Keras/6. Plotting History.mp4 18MB
  33. ~Get Your Files Here !/3. Going Deeper with Keras/1. Model Serialization.mp4 18MB
  34. ~Get Your Files Here !/2. Foundations/3. Artificial Neural Network Anatomy.mp4 18MB
  35. ~Get Your Files Here !/2. Foundations/18. Demo Case Study on Binary Classification Part 2.mp4 17MB
  36. ~Get Your Files Here !/2. Foundations/12. Scikit-Learn For General Machine Learning.mp4 17MB
  37. ~Get Your Files Here !/5. Recurrent Neural Networks/2. Demo Case Study Time Series Prediction.mp4 17MB
  38. ~Get Your Files Here !/4. Convolutional Neural Networks/4. Demo Case Study Hand Written Digit Recognition Part 3.mp4 17MB
  39. ~Get Your Files Here !/2. Foundations/23. Demo Case Study on Regression Part 3.mp4 17MB
  40. ~Get Your Files Here !/2. Foundations/22. Demo Case Study on Regression Part 2.mp4 17MB
  41. ~Get Your Files Here !/4. Convolutional Neural Networks/11. Demo Case Study Object Recognition.mp4 15MB
  42. ~Get Your Files Here !/1. Introduction/3. Is this Course Right for You.mp4 15MB
  43. ~Get Your Files Here !/2. Foundations/8. Demo Case Study on Pima Indian Diabetes Dataset Define and Compile.mp4 14MB
  44. ~Get Your Files Here !/4. Convolutional Neural Networks/16. Demo Case Study Word Embedding.mp4 14MB
  45. ~Get Your Files Here !/4. Convolutional Neural Networks/17. Demo Case Study Word Embedding Part 2.mp4 13MB
  46. ~Get Your Files Here !/3. Going Deeper with Keras/2. Save Neural Network to JSON.mp4 13MB
  47. ~Get Your Files Here !/2. Foundations/19. Demo Case Study on Binary Classification Part 3.mp4 11MB
  48. ~Get Your Files Here !/2. Foundations/9. Demo Case Study on Pima Indian Diabetes Dataset Fit and Evaluate.mp4 10MB
  49. ~Get Your Files Here !/5. Recurrent Neural Networks/4. Demo Case Study Time Series Prediction Part 3.mp4 10MB
  50. ~Get Your Files Here !/5. Recurrent Neural Networks/9. Demo Case Study Sequence Classification Part 2.mp4 10MB
  51. ~Get Your Files Here !/2. Foundations/13. Evaluate Models with Cross-Validation.mp4 9MB
  52. ~Get Your Files Here !/4. Convolutional Neural Networks/5. Demo Case Study Hand Written Digit Recognition Part 4.mp4 9MB
  53. ~Get Your Files Here !/4. Convolutional Neural Networks/7. Demo Case Study Image Augmentation.mp4 8MB
  54. ~Get Your Files Here !/2. Foundations/6. Keras Code Anatomy.mp4 8MB
  55. ~Get Your Files Here !/2. Foundations/2. TensorFlow.mp4 8MB
  56. ~Get Your Files Here !/2. Foundations/5. Keras Life Cycle.mp4 7MB
  57. ~Get Your Files Here !/3. Going Deeper with Keras/15. Demo Case Study Learning Rates Part 3.mp4 7MB
  58. ~Get Your Files Here !/3. Going Deeper with Keras/5. Demo Case Study on Checkpointing Part 2.mp4 7MB
  59. ~Get Your Files Here !/3. Going Deeper with Keras/3. Save Neural Network to YAML.mp4 7MB
  60. ~Get Your Files Here !/3. Going Deeper with Keras/7. Visualize Model Training History in Keras.mp4 5MB
  61. ~Get Your Files Here !/3. Going Deeper with Keras/14. Demo Case Study Learning Rates Part 2.mp4 5MB
  62. ~Get Your Files Here !/3. Going Deeper with Keras/10. Dropout Tips.mp4 5MB
  63. ~Get Your Files Here !/1. Introduction/4. What is Keras.mp4 5MB
  64. ~Get Your Files Here !/4. Convolutional Neural Networks/15. Word Embedding Defined.mp4 4MB
  65. ~Get Your Files Here !/4. Convolutional Neural Networks/14. IMDB Dataset Properties.mp4 4MB
  66. ~Get Your Files Here !/2. Foundations/4. Deep Learning.mp4 2MB
  67. ~Get Your Files Here !/4. Convolutional Neural Networks/12. Improving Model Performance.mp4 2MB
  68. ~Get Your Files Here !/4. Convolutional Neural Networks/9. Image Augmentation Tips.mp4 2MB
  69. ~Get Your Files Here !/5. Recurrent Neural Networks/Hands-On Keras - Case Study LSTM.ipynb 197KB
  70. ~Get Your Files Here !/2. Foundations/Hand-On Keras - Case Study on Data Segmentation.ipynb 57KB
  71. ~Get Your Files Here !/2. Foundations/housing.csv 48KB
  72. ~Get Your Files Here !/2. Foundations/pima.csv 23KB
  73. ~Get Your Files Here !/4. Convolutional Neural Networks/Hands-On Keras - Sentiment Analysis.ipynb 22KB
  74. ~Get Your Files Here !/3. Going Deeper with Keras/Hand-On Keras - Case Study Check Points.ipynb 17KB
  75. ~Get Your Files Here !/5. Recurrent Neural Networks/Hands-On Keras - Case Study LSTM Sequence Classification.ipynb 14KB
  76. ~Get Your Files Here !/2. Foundations/5. Keras Life Cycle.srt 10KB
  77. ~Get Your Files Here !/2. Foundations/Hand-On Keras - Grid Search.ipynb 9KB
  78. ~Get Your Files Here !/2. Foundations/Hand-On Keras - Case Study Binary Classification.ipynb 8KB
  79. ~Get Your Files Here !/2. Foundations/16. Demo Case Study on Multiclass Classification Part 2.srt 7KB
  80. ~Get Your Files Here !/4. Convolutional Neural Networks/Hands-On Keras - Case Study Hand Written Digit Recognition.ipynb 7KB
  81. ~Get Your Files Here !/4. Convolutional Neural Networks/1. Convolutional Neural Networks.srt 7KB
  82. ~Get Your Files Here !/4. Convolutional Neural Networks/Hands-On Keras - Case Study Image Augmentation.ipynb 6KB
  83. ~Get Your Files Here !/2. Foundations/Hand-On Keras - Case Study Regression.ipynb 6KB
  84. ~Get Your Files Here !/5. Recurrent Neural Networks/3. Demo Case Study Time Series Prediction Part 2.srt 6KB
  85. ~Get Your Files Here !/5. Recurrent Neural Networks/Hands-On Keras - Case Study Time Series Prediction.ipynb 6KB
  86. ~Get Your Files Here !/2. Foundations/11. Demo Case Study on Data Segmentation.srt 5KB
  87. ~Get Your Files Here !/2. Foundations/8. Demo Case Study on Pima Indian Diabetes Dataset Define and Compile.srt 5KB
  88. ~Get Your Files Here !/4. Convolutional Neural Networks/3. Demo Case Study Hand Written Digit Recognition Part 2.srt 5KB
  89. ~Get Your Files Here !/2. Foundations/2. TensorFlow.srt 5KB
  90. ~Get Your Files Here !/2. Foundations/7. Demo Case Study on Pima Indian Diabetes Dataset Load Data.srt 5KB
  91. ~Get Your Files Here !/3. Going Deeper with Keras/11. Learning Rate Defined.srt 5KB
  92. ~Get Your Files Here !/2. Foundations/3. Artificial Neural Network Anatomy.srt 5KB
  93. ~Get Your Files Here !/3. Going Deeper with Keras/Hands-On Keras - Dropout Case Study.ipynb 5KB
  94. ~Get Your Files Here !/2. Foundations/23. Demo Case Study on Regression Part 3.srt 5KB
  95. ~Get Your Files Here !/2. Foundations/20. Demo Case Study on Binary Classification Part 4.srt 5KB
  96. ~Get Your Files Here !/2. Foundations/18. Demo Case Study on Binary Classification Part 2.srt 4KB
  97. ~Get Your Files Here !/3. Going Deeper with Keras/9. Demo Case Study on Dropping Out Part 2.srt 4KB
  98. ~Get Your Files Here !/3. Going Deeper with Keras/4. Demo Case Study on Checkpointing.srt 4KB
  99. ~Get Your Files Here !/2. Foundations/22. Demo Case Study on Regression Part 2.srt 4KB
  100. ~Get Your Files Here !/5. Recurrent Neural Networks/8. Demo Case Study Sequence Classification.srt 4KB
  101. ~Get Your Files Here !/4. Convolutional Neural Networks/4. Demo Case Study Hand Written Digit Recognition Part 3.srt 4KB
  102. ~Get Your Files Here !/4. Convolutional Neural Networks/8. Demo Case Study Image Augmentation Part 2.srt 4KB
  103. ~Get Your Files Here !/5. Recurrent Neural Networks/5. Demo Case Study Time Series Prediction with LSTM.srt 4KB
  104. ~Get Your Files Here !/2. Foundations/Hand-On Keras - Cross Validation .ipynb 4KB
  105. ~Get Your Files Here !/2. Foundations/14. Grid Search Deep Learning Model Parameters.srt 4KB
  106. ~Get Your Files Here !/3. Going Deeper with Keras/Hand-On Keras - Serialization to JSON.ipynb 4KB
  107. ~Get Your Files Here !/3. Going Deeper with Keras/Hand-On Keras - Serialization to YAML.ipynb 4KB
  108. ~Get Your Files Here !/3. Going Deeper with Keras/10. Dropout Tips.srt 4KB
  109. ~Get Your Files Here !/4. Convolutional Neural Networks/11. Demo Case Study Object Recognition.srt 4KB
  110. ~Get Your Files Here !/4. Convolutional Neural Networks/2. Demo Case Study Hand Written Digit Recognition.srt 4KB
  111. ~Get Your Files Here !/2. Foundations/6. Keras Code Anatomy.srt 4KB
  112. ~Get Your Files Here !/3. Going Deeper with Keras/12. Configure Learning Rate.srt 4KB
  113. ~Get Your Files Here !/5. Recurrent Neural Networks/6. Demo Case Study Time Series Prediction with LSTM Part 2.srt 3KB
  114. ~Get Your Files Here !/3. Going Deeper with Keras/Hands-On Keras - Case Study on Learning Rates.ipynb 3KB
  115. ~Get Your Files Here !/4. Convolutional Neural Networks/16. Demo Case Study Word Embedding.srt 3KB
  116. ~Get Your Files Here !/2. Foundations/1. Theano.srt 3KB
  117. ~Get Your Files Here !/4. Convolutional Neural Networks/17. Demo Case Study Word Embedding Part 2.srt 3KB
  118. ~Get Your Files Here !/5. Recurrent Neural Networks/1. Recurrent Neural Networks.srt 3KB
  119. ~Get Your Files Here !/5. Recurrent Neural Networks/7. Demo Case Study Time Series Prediction with LSTM Part 3.srt 3KB
  120. ~Get Your Files Here !/3. Going Deeper with Keras/8. Demo Case Study on Dropping Out.srt 3KB
  121. ~Get Your Files Here !/1. Introduction/1. Introduction.srt 3KB
  122. ~Get Your Files Here !/4. Convolutional Neural Networks/15. Word Embedding Defined.srt 3KB
  123. ~Get Your Files Here !/2. Foundations/9. Demo Case Study on Pima Indian Diabetes Dataset Fit and Evaluate.srt 3KB
  124. ~Get Your Files Here !/3. Going Deeper with Keras/13. Demo Case Study Learning Rates.srt 3KB
  125. ~Get Your Files Here !/4. Convolutional Neural Networks/6. Image Augmentation.srt 3KB
  126. ~Get Your Files Here !/1. Introduction/2. What You'll Learn in this Course.srt 3KB
  127. ~Get Your Files Here !/2. Foundations/Hand-On Keras - Case Study on Multiclass Classification.ipynb 3KB
  128. ~Get Your Files Here !/3. Going Deeper with Keras/2. Save Neural Network to JSON.srt 3KB
  129. ~Get Your Files Here !/4. Convolutional Neural Networks/13. Sentiment Analysis in Keras.srt 3KB
  130. ~Get Your Files Here !/2. Foundations/19. Demo Case Study on Binary Classification Part 3.srt 2KB
  131. ~Get Your Files Here !/4. Convolutional Neural Networks/10. Object Recognition.srt 2KB
  132. ~Get Your Files Here !/2. Foundations/15. Demo Case Study on Multiclass Classification.srt 2KB
  133. ~Get Your Files Here !/2. Foundations/10. Performance Evaluation on Neural Networks.srt 2KB
  134. ~Get Your Files Here !/5. Recurrent Neural Networks/2. Demo Case Study Time Series Prediction.srt 2KB
  135. ~Get Your Files Here !/5. Recurrent Neural Networks/9. Demo Case Study Sequence Classification Part 2.srt 2KB
  136. ~Get Your Files Here !/1. Introduction/4. What is Keras.srt 2KB
  137. ~Get Your Files Here !/5. Recurrent Neural Networks/international-airline-passengers.csv 2KB
  138. ~Get Your Files Here !/2. Foundations/17. Demo Case Study on Binary Classification.srt 2KB
  139. ~Get Your Files Here !/3. Going Deeper with Keras/15. Demo Case Study Learning Rates Part 3.srt 2KB
  140. ~Get Your Files Here !/5. Recurrent Neural Networks/4. Demo Case Study Time Series Prediction Part 3.srt 2KB
  141. ~Get Your Files Here !/2. Foundations/13. Evaluate Models with Cross-Validation.srt 2KB
  142. ~Get Your Files Here !/4. Convolutional Neural Networks/5. Demo Case Study Hand Written Digit Recognition Part 4.srt 2KB
  143. ~Get Your Files Here !/3. Going Deeper with Keras/6. Plotting History.srt 2KB
  144. ~Get Your Files Here !/4. Convolutional Neural Networks/9. Image Augmentation Tips.srt 2KB
  145. ~Get Your Files Here !/4. Convolutional Neural Networks/7. Demo Case Study Image Augmentation.srt 2KB
  146. ~Get Your Files Here !/2. Foundations/12. Scikit-Learn For General Machine Learning.srt 2KB
  147. ~Get Your Files Here !/3. Going Deeper with Keras/5. Demo Case Study on Checkpointing Part 2.srt 2KB
  148. ~Get Your Files Here !/2. Foundations/21. Demo Case Study on Regression.srt 2KB
  149. ~Get Your Files Here !/3. Going Deeper with Keras/7. Visualize Model Training History in Keras.srt 2KB
  150. ~Get Your Files Here !/4. Convolutional Neural Networks/12. Improving Model Performance.srt 2KB
  151. ~Get Your Files Here !/5. Recurrent Neural Networks/11. Bonus Lecture Tons of Free Machine Learning Content.html 2KB
  152. ~Get Your Files Here !/4. Convolutional Neural Networks/14. IMDB Dataset Properties.srt 2KB
  153. ~Get Your Files Here !/1. Introduction/3. Is this Course Right for You.srt 2KB
  154. ~Get Your Files Here !/3. Going Deeper with Keras/14. Demo Case Study Learning Rates Part 2.srt 2KB
  155. ~Get Your Files Here !/2. Foundations/Hand-On Keras - Case Study Pima Indians dataset.ipynb 1KB
  156. ~Get Your Files Here !/3. Going Deeper with Keras/1. Model Serialization.srt 1KB
  157. ~Get Your Files Here !/2. Foundations/4. Deep Learning.srt 1KB
  158. ~Get Your Files Here !/3. Going Deeper with Keras/3. Save Neural Network to YAML.srt 1KB
  159. ~Get Your Files Here !/2. Foundations/Hand-On Keras - Basic Theano.ipynb 1KB
  160. ~Get Your Files Here !/2. Foundations/Hand-On Keras - Basic TensorFlow.ipynb 958B
  161. ~Get Your Files Here !/5. Recurrent Neural Networks/10. Congratulations.html 452B
  162. ~Get Your Files Here !/Bonus Resources.txt 357B
  163. Get Bonus Downloads Here.url 182B