Lynda Building and Deploying Deep Learning Applications with TensorFlow

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文档列表

4. 3. Creating a TensorFlow Model/13. Define the model structure.mp4 28.5 MB
1. Introduction/01. Welcome.mp4 5.0 MB
1. Introduction/02. What you should know.en.srt 940 Bytes
1. Introduction/02. What you should know.mp4 668.9 kB
1. Introduction/03. Using the exercise files.en.srt 1.0 kB
1. Introduction/03. Using the exercise files.mp4 986.1 kB
2. 1. Setting Up TensorFlow/04. Install TensorFlow on macOS.en.srt 6.2 kB
2. 1. Setting Up TensorFlow/04. Install TensorFlow on macOS.mp4 11.5 MB
2. 1. Setting Up TensorFlow/05. Install TensorFlow on Windows.en.srt 11.2 kB
2. 1. Setting Up TensorFlow/05. Install TensorFlow on Windows.mp4 20.5 MB
3. 2. TensorFlow Overview/06. What is TensorFlow.en.srt 6.7 kB
3. 2. TensorFlow Overview/06. What is TensorFlow.mp4 4.8 MB
3. 2. TensorFlow Overview/07. Why is it called TensorFlow.en.srt 2.7 kB
3. 2. TensorFlow Overview/07. Why is it called TensorFlow.mp4 2.3 MB
3. 2. TensorFlow Overview/08. Hardware, software, and language requirements.en.srt 5.7 kB
3. 2. TensorFlow Overview/08. Hardware, software, and language requirements.mp4 5.0 MB
3. 2. TensorFlow Overview/09. The train_test_evaluation flow in TensorFlow.en.srt 12.1 kB
3. 2. TensorFlow Overview/09. The train_test_evaluation flow in TensorFlow.mp4 9.8 MB
3. 2. TensorFlow Overview/10. Build a simple model in TensorFlow.en.srt 10.5 kB
3. 2. TensorFlow Overview/10. Build a simple model in TensorFlow.mp4 11.1 MB
4. 3. Creating a TensorFlow Model/11. Options for loading data.en.srt 9.5 kB
4. 3. Creating a TensorFlow Model/11. Options for loading data.mp4 7.4 MB
4. 3. Creating a TensorFlow Model/12. Load the data set.en.srt 13.9 kB
4. 3. Creating a TensorFlow Model/12. Load the data set.mp4 24.4 MB
4. 3. Creating a TensorFlow Model/13. Define the model structure.en.srt 21.3 kB
1. Introduction/01. Welcome.en.srt 1.7 kB
4. 3. Creating a TensorFlow Model/14. Set up the model training loop.en.srt 5.6 kB
4. 3. Creating a TensorFlow Model/14. Set up the model training loop.mp4 9.9 MB
5. 4. Training a Model in TensorFlow/15. Train.en.srt 6.6 kB
5. 4. Training a Model in TensorFlow/15. Train.mp4 13.3 MB
5. 4. Training a Model in TensorFlow/16. Log.en.srt 14.3 kB
5. 4. Training a Model in TensorFlow/16. Log.mp4 26.2 MB
5. 4. Training a Model in TensorFlow/17. Save and load trained models.en.srt 4.2 kB
5. 4. Training a Model in TensorFlow/17. Save and load trained models.mp4 9.7 MB
6. 5. TensorBoard/18. Visualize the computational graph.en.srt 8.7 kB
6. 5. TensorBoard/18. Visualize the computational graph.mp4 14.8 MB
6. 5. TensorBoard/19. Visualize training runs.en.srt 8.8 kB
6. 5. TensorBoard/19. Visualize training runs.mp4 16.5 MB
6. 5. TensorBoard/20. Add custom visualizations to TensorBoard.en.srt 8.5 kB
6. 5. TensorBoard/20. Add custom visualizations to TensorBoard.mp4 10.4 MB
7. 6. Using a Trained TensorFlow/21. Export models for use in production.en.srt 9.4 kB
7. 6. Using a Trained TensorFlow/21. Export models for use in production.mp4 17.0 MB
7. 6. Using a Trained TensorFlow/22. Configure a new Google Cloud account.en.srt 6.2 kB
7. 6. Using a Trained TensorFlow/22. Configure a new Google Cloud account.mp4 9.6 MB
7. 6. Using a Trained TensorFlow/23. Host your model in the cloud with Google Cloud.en.srt 10.3 kB
7. 6. Using a Trained TensorFlow/23. Host your model in the cloud with Google Cloud.mp4 13.9 MB
7. 6. Using a Trained TensorFlow/24. Use a model in the cloud.en.srt 7.7 kB
7. 6. Using a Trained TensorFlow/24. Use a model in the cloud.mp4 12.3 MB
8. Conclusion/25. Next steps.en.srt 584 Bytes
8. Conclusion/25. Next steps.mp4 982.6 kB
Exercise Files/requirements.txt 85 Bytes
Exercise Files/sales_data_test.numbers 240.0 kB
Exercise Files/sales_data_training.numbers 323.5 kB
Exercise Files/02/addition final.py 437 Bytes
Exercise Files/02/addition.py 269 Bytes
Exercise Files/03/load_data final.py 1.5 kB
Exercise Files/03/load_data.py 961 Bytes
Exercise Files/03/model final.py 3.7 kB
Exercise Files/03/model.py 2.3 kB
Exercise Files/03/sales_data_test.csv 12.3 kB
Exercise Files/03/sales_data_training.csv 30.7 kB
Exercise Files/03/training_loop final.py 4.5 kB
Exercise Files/03/training_loop.py 4.4 kB
Exercise Files/04/load_checkpoint final.py 5.4 kB
Exercise Files/04/load_checkpoint.py 5.3 kB
Exercise Files/04/model_checkpoints final.py 6.9 kB
Exercise Files/04/model_checkpoints.py 6.8 kB
Exercise Files/04/model_logging final.py 6.7 kB
Exercise Files/04/model_logging.py 6.4 kB
Exercise Files/04/sales_data_test.csv 12.3 kB
Exercise Files/04/sales_data_training.csv 30.7 kB
Exercise Files/04/training final.py 5.1 kB
Exercise Files/04/training.py 4.4 kB
Exercise Files/05/custom_visualization final.py 6.2 kB
Exercise Files/05/custom_visualization.py 6.2 kB
Exercise Files/05/sales_data_test.csv 12.3 kB
Exercise Files/05/sales_data_training.csv 30.7 kB
Exercise Files/05/train_model.py 6.7 kB
Exercise Files/05/visualize_training final.py 6.2 kB
Exercise Files/05/visualize_training.py 6.1 kB
Exercise Files/06/call_cloud_service final.py 964 Bytes
Exercise Files/06/call_cloud_service.py 951 Bytes
Exercise Files/06/export_model_for_cloud final.py 7.5 kB
Exercise Files/06/export_model_for_cloud.py 7.3 kB
Exercise Files/06/sales_data_test.csv 12.3 kB
Exercise Files/06/sales_data_training.csv 30.7 kB
Exercise Files/06/sample_input_prescaled.json 62 Bytes

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