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Building Deep Learning Applications with Keras DevCourseWeb

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Language: English
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Files:
  1. Get Bonus Downloads Here.url 182 bytes
  2. 01 - Reshaping the world with deep learning.mp4 4.1 MB
  3. 01 - Reshaping the world with deep learning.srt 1.4 KB
  4. 02 - Essential background and knowledge.mp4 2.8 MB
  5. 02 - Essential background and knowledge.srt 1.9 KB
  6. 03 - How to use Codespaces and the exercise files.mp4 8.6 MB
  7. 03 - How to use Codespaces and the exercise files.srt 5.1 KB
  8. 01 - Understanding deep learning and Keras.mp4 10.7 MB
  9. 01 - Understanding deep learning and Keras.srt 9.0 KB
  10. 02 - Neuron as we know it.mp4 12.0 MB
  11. 02 - Neuron as we know it.srt 9.8 KB
  12. 03 - Exploring the TensorFlow and Theano backends.mp4 8.0 MB
  13. 03 - Exploring the TensorFlow and Theano backends.srt 3.7 KB
  14. 04 - Distinction between Keras and TensorFlow.mp4 8.0 MB
  15. 04 - Distinction between Keras and TensorFlow.srt 5.0 KB
  16. 01 - Keras installation with a TensorFlow backend on Windows.mp4 12.0 MB
  17. 01 - Keras installation with a TensorFlow backend on Windows.srt 5.5 KB
  18. 01 - The Train-Test-Evaluate cycle.mp4 6.6 MB
  19. 01 - The Train-Test-Evaluate cycle.srt 5.3 KB
  20. 02 - Introduction to the Keras Sequential API.mp4 5.1 MB
  21. 02 - Introduction to the Keras Sequential API.srt 4.5 KB
  22. 03 - Data pre-processing for training.mp4 31.9 MB
  23. 03 - Data pre-processing for training.srt 13.3 KB
  24. 04 - Building a model using the Sequential API.mp4 21.4 MB
  25. 04 - Building a model using the Sequential API.srt 8.5 KB
  26. 01 - Training models.mp4 7.6 MB
  27. 01 - Training models.srt 3.7 KB
  28. 02 - Model predictions and evaluation.mp4 30.6 MB
  29. 02 - Model predictions and evaluation.srt 13.6 KB
  30. 03 - Visualize results and save the model.mp4 27.6 MB
  31. 03 - Visualize results and save the model.srt 14.0 KB
  32. 01 - Exploring pre-trained models.mp4 6.4 MB
  33. 01 - Exploring pre-trained models.srt 5.3 KB
  34. 02 - Image recognition with the ResNet50 model.mp4 14.9 MB
  35. 02 - Image recognition with the ResNet50 model.srt 5.7 KB
  36. 01 - Exporting logs for Keras to TensorFlow.mp4 18.7 MB
  37. 01 - Exporting logs for Keras to TensorFlow.srt 9.1 KB
  38. 02 - Monitoring training performance with TensorBoard.mp4 16.0 MB
  39. 02 - Monitoring training performance with TensorBoard.srt 9.0 KB
  40. 03 - Visualizing computation graphs with TensorBoard.mp4 24.2 MB
  41. 03 - Visualizing computation graphs with TensorBoard.srt 14.0 KB
  42. 01 - Next steps.mp4 5.9 MB
  43. 01 - Next steps.srt 3.0 KB
  44. Bonus Resources.txt 386 bytes

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