Lynda Building and Deploying Deep Learning Applications with TensorFlow

Creation Time	July 24, 2024, 4:42 p.m.
Last Access Time	Nov. 25, 2024, 7:11 a.m.
File Size	274.3 MB
Keywords	Building and Lynda Deep Applications Learning TensorFlow with Deploying
Total Requests	64
Total Files	87
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4. 3. Creating a TensorFlow Model/13. Define the model structure.mp4 27.1 MB
5. 4. Training a Model in TensorFlow/16. Log.mp4 25.0 MB
4. 3. Creating a TensorFlow Model/12. Load the data set.mp4 23.3 MB
2. 1. Setting Up TensorFlow/05. Install TensorFlow on Windows.mp4 19.5 MB
7. 6. Using a Trained TensorFlow/21. Export models for use in production.mp4 16.2 MB
6. 5. TensorBoard/19. Visualize training runs.mp4 15.8 MB
6. 5. TensorBoard/18. Visualize the computational graph.mp4 14.1 MB
7. 6. Using a Trained TensorFlow/23. Host your model in the cloud with Google Cloud.mp4 13.3 MB
5. 4. Training a Model in TensorFlow/15. Train.mp4 12.7 MB
7. 6. Using a Trained TensorFlow/24. Use a model in the cloud.mp4 11.8 MB
2. 1. Setting Up TensorFlow/04. Install TensorFlow on macOS.mp4 11.0 MB
3. 2. TensorFlow Overview/10. Build a simple model in TensorFlow.mp4 10.5 MB
6. 5. TensorBoard/20. Add custom visualizations to TensorBoard.mp4 9.9 MB
4. 3. Creating a TensorFlow Model/14. Set up the model training loop.mp4 9.4 MB
3. 2. TensorFlow Overview/09. The train_test_evaluation flow in TensorFlow.mp4 9.4 MB
5. 4. Training a Model in TensorFlow/17. Save and load trained models.mp4 9.2 MB
7. 6. Using a Trained TensorFlow/22. Configure a new Google Cloud account.mp4 9.2 MB
4. 3. Creating a TensorFlow Model/11. Options for loading data.mp4 7.0 MB
1. Introduction/01. Welcome.mp4 4.8 MB
3. 2. TensorFlow Overview/08. Hardware, software, and language requirements.mp4 4.8 MB
3. 2. TensorFlow Overview/06. What is TensorFlow.mp4 4.6 MB
3. 2. TensorFlow Overview/07. Why is it called TensorFlow.mp4 2.2 MB
1. Introduction/03. Using the exercise files.mp4 963.0 KB
8. Conclusion/25. Next steps.mp4 959.6 KB
1. Introduction/02. What you should know.mp4 653.2 KB
Exercise Files/sales_data_training.numbers 315.9 KB
Exercise Files/sales_data_test.numbers 234.3 KB
Exercise Files/03/sales_data_training.csv 29.9 KB
Exercise Files/04/sales_data_training.csv 29.9 KB
Exercise Files/05/sales_data_training.csv 29.9 KB
Exercise Files/06/sales_data_training.csv 29.9 KB
4. 3. Creating a TensorFlow Model/13. Define the model structure.en.srt 20.8 KB
5. 4. Training a Model in TensorFlow/16. Log.en.srt 13.9 KB
4. 3. Creating a TensorFlow Model/12. Load the data set.en.srt 13.6 KB
Exercise Files/03/sales_data_test.csv 12.1 KB
Exercise Files/04/sales_data_test.csv 12.1 KB
Exercise Files/05/sales_data_test.csv 12.1 KB
Exercise Files/06/sales_data_test.csv 12.1 KB
3. 2. TensorFlow Overview/09. The train_test_evaluation flow in TensorFlow.en.srt 11.8 KB
2. 1. Setting Up TensorFlow/05. Install TensorFlow on Windows.en.srt 10.9 KB
3. 2. TensorFlow Overview/10. Build a simple model in TensorFlow.en.srt 10.3 KB
7. 6. Using a Trained TensorFlow/23. Host your model in the cloud with Google Cloud.en.srt 10.1 KB
4. 3. Creating a TensorFlow Model/11. Options for loading data.en.srt 9.2 KB
7. 6. Using a Trained TensorFlow/21. Export models for use in production.en.srt 9.2 KB
6. 5. TensorBoard/19. Visualize training runs.en.srt 8.6 KB
6. 5. TensorBoard/18. Visualize the computational graph.en.srt 8.5 KB
6. 5. TensorBoard/20. Add custom visualizations to TensorBoard.en.srt 8.3 KB
7. 6. Using a Trained TensorFlow/24. Use a model in the cloud.en.srt 7.5 KB
Exercise Files/06/export_model_for_cloud final.py 7.3 KB
Exercise Files/06/export_model_for_cloud.py 7.2 KB
Exercise Files/04/model_checkpoints final.py 6.7 KB
Exercise Files/04/model_checkpoints.py 6.7 KB
Exercise Files/04/model_logging final.py 6.6 KB
Exercise Files/05/train_model.py 6.6 KB
3. 2. TensorFlow Overview/06. What is TensorFlow.en.srt 6.6 KB
5. 4. Training a Model in TensorFlow/15. Train.en.srt 6.5 KB
Exercise Files/04/model_logging.py 6.2 KB
2. 1. Setting Up TensorFlow/04. Install TensorFlow on macOS.en.srt 6.1 KB
Exercise Files/05/custom_visualization final.py 6.1 KB
7. 6. Using a Trained TensorFlow/22. Configure a new Google Cloud account.en.srt 6.1 KB
Exercise Files/05/custom_visualization.py 6.0 KB
Exercise Files/05/visualize_training final.py 6.0 KB
Exercise Files/05/visualize_training.py 6.0 KB
3. 2. TensorFlow Overview/08. Hardware, software, and language requirements.en.srt 5.6 KB
4. 3. Creating a TensorFlow Model/14. Set up the model training loop.en.srt 5.4 KB
Exercise Files/04/load_checkpoint final.py 5.2 KB
Exercise Files/04/load_checkpoint.py 5.2 KB
Exercise Files/04/training final.py 4.9 KB
Exercise Files/03/training_loop final.py 4.4 KB
Exercise Files/04/training.py 4.3 KB
Exercise Files/03/training_loop.py 4.3 KB
5. 4. Training a Model in TensorFlow/17. Save and load trained models.en.srt 4.2 KB
Exercise Files/03/model final.py 3.6 KB
3. 2. TensorFlow Overview/07. Why is it called TensorFlow.en.srt 2.7 KB
Exercise Files/03/model.py 2.2 KB
1. Introduction/01. Welcome.en.srt 1.6 KB
Exercise Files/03/load_data final.py 1.4 KB
1. Introduction/03. Using the exercise files.en.srt 1.0 KB
Exercise Files/06/call_cloud_service final.py 964 bytes
Exercise Files/03/load_data.py 961 bytes
Exercise Files/06/call_cloud_service.py 951 bytes
1. Introduction/02. What you should know.en.srt 940 bytes
8. Conclusion/25. Next steps.en.srt 584 bytes
Exercise Files/02/addition final.py 437 bytes
Exercise Files/02/addition.py 269 bytes
Exercise Files/requirements.txt 85 bytes
Exercise Files/06/sample_input_prescaled.json 62 bytes

Lynda Building and Deploying Deep Learning Applications with TensorFlow

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