Name Lynda Building and Deploying Deep Learning Applications with TensorFlow

File Type video

Size 274.33MB

UpdateDate 2024-11-1

hash *****DD3345121CA7F7E2A2BA7598D495FA413F

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Files 4. 3. Creating a TensorFlow Model/13. Define the model structure.mp4 | 27.14MB 1. Introduction/01. Welcome.mp4 | 4.81MB 1. Introduction/02. What you should know.en.srt | 940B 1. Introduction/02. What you should know.mp4 | 653.18KB 1. Introduction/03. Using the exercise files.en.srt | 1.01KB 1. Introduction/03. Using the exercise files.mp4 | 963.02KB 2. 1. Setting Up TensorFlow/04. Install TensorFlow on macOS.en.srt | 6.10KB 2. 1. Setting Up TensorFlow/04. Install TensorFlow on macOS.mp4 | 10.95MB 2. 1. Setting Up TensorFlow/05. Install TensorFlow on Windows.en.srt | 10.92KB 2. 1. Setting Up TensorFlow/05. Install TensorFlow on Windows.mp4 | 19.54MB 3. 2. TensorFlow Overview/06. What is TensorFlow.en.srt | 6.58KB 3. 2. TensorFlow Overview/06. What is TensorFlow.mp4 | 4.57MB 3. 2. TensorFlow Overview/07. Why is it called TensorFlow.en.srt | 2.65KB 3. 2. TensorFlow Overview/07. Why is it called TensorFlow.mp4 | 2.23MB 3. 2. TensorFlow Overview/08. Hardware, software, and language requirements.en.srt | 5.58KB 3. 2. TensorFlow Overview/08. Hardware, software, and language requirements.mp4 | 4.80MB 3. 2. TensorFlow Overview/09. The train_test_evaluation flow in TensorFlow.en.srt | 11.82KB 3. 2. TensorFlow Overview/09. The train_test_evaluation flow in TensorFlow.mp4 | 9.36MB 3. 2. TensorFlow Overview/10. Build a simple model in TensorFlow.en.srt | 10.27KB 3. 2. TensorFlow Overview/10. Build a simple model in TensorFlow.mp4 | 10.54MB 4. 3. Creating a TensorFlow Model/11. Options for loading data.en.srt | 9.23KB 4. 3. Creating a TensorFlow Model/11. Options for loading data.mp4 | 7.02MB 4. 3. Creating a TensorFlow Model/12. Load the data set.en.srt | 13.61KB 4. 3. Creating a TensorFlow Model/12. Load the data set.mp4 | 23.29MB 4. 3. Creating a TensorFlow Model/13. Define the model structure.en.srt | 20.79KB 1. Introduction/01. Welcome.en.srt | 1.65KB 4. 3. Creating a TensorFlow Model/14. Set up the model training loop.en.srt | 5.45KB 4. 3. Creating a TensorFlow Model/14. Set up the model training loop.mp4 | 9.45MB 5. 4. Training a Model in TensorFlow/15. Train.en.srt | 6.46KB 5. 4. Training a Model in TensorFlow/15. Train.mp4 | 12.69MB 5. 4. Training a Model in TensorFlow/16. Log.en.srt | 13.95KB 5. 4. Training a Model in TensorFlow/16. Log.mp4 | 25.00MB 5. 4. Training a Model in TensorFlow/17. Save and load trained models.en.srt | 4.15KB 5. 4. Training a Model in TensorFlow/17. Save and load trained models.mp4 | 9.22MB 6. 5. TensorBoard/18. Visualize the computational graph.en.srt | 8.49KB 6. 5. TensorBoard/18. Visualize the computational graph.mp4 | 14.12MB 6. 5. TensorBoard/19. Visualize training runs.en.srt | 8.62KB 6. 5. TensorBoard/19. Visualize training runs.mp4 | 15.78MB 6. 5. TensorBoard/20. Add custom visualizations to TensorBoard.en.srt | 8.35KB 6. 5. TensorBoard/20. Add custom visualizations to TensorBoard.mp4 | 9.94MB 7. 6. Using a Trained TensorFlow/21. Export models for use in production.en.srt | 9.17KB 7. 6. Using a Trained TensorFlow/21. Export models for use in production.mp4 | 16.17MB 7. 6. Using a Trained TensorFlow/22. Configure a new Google Cloud account.en.srt | 6.07KB 7. 6. Using a Trained TensorFlow/22. Configure a new Google Cloud account.mp4 | 9.16MB 7. 6. Using a Trained TensorFlow/23. Host your model in the cloud with Google Cloud.en.srt | 10.09KB 7. 6. Using a Trained TensorFlow/23. Host your model in the cloud with Google Cloud.mp4 | 13.27MB 7. 6. Using a Trained TensorFlow/24. Use a model in the cloud.en.srt | 7.49KB 7. 6. Using a Trained TensorFlow/24. Use a model in the cloud.mp4 | 11.78MB 8. Conclusion/25. Next steps.en.srt | 584B 8. Conclusion/25. Next steps.mp4 | 959.61KB Exercise Files/requirements.txt | 85B Exercise Files/sales_data_test.numbers | 234.34KB Exercise Files/sales_data_training.numbers | 315.89KB Exercise Files/02/addition final.py | 437B Exercise Files/02/addition.py | 269B Exercise Files/03/load_data final.py | 1.42KB Exercise Files/03/load_data.py | 961B Exercise Files/03/model final.py | 3.59KB Exercise Files/03/model.py | 2.20KB Exercise Files/03/sales_data_test.csv | 12.06KB Exercise Files/03/sales_data_training.csv | 29.95KB Exercise Files/03/training_loop final.py | 4.40KB Exercise Files/03/training_loop.py | 4.26KB Exercise Files/04/load_checkpoint final.py | 5.23KB Exercise Files/04/load_checkpoint.py | 5.18KB Exercise Files/04/model_checkpoints final.py | 6.72KB Exercise Files/04/model_checkpoints.py | 6.65KB Exercise Files/04/model_logging final.py | 6.59KB Exercise Files/04/model_logging.py | 6.22KB Exercise Files/04/sales_data_test.csv | 12.06KB Exercise Files/04/sales_data_training.csv | 29.95KB Exercise Files/04/training final.py | 4.94KB Exercise Files/04/training.py | 4.34KB Exercise Files/05/custom_visualization final.py | 6.09KB Exercise Files/05/custom_visualization.py | 6.04KB Exercise Files/05/sales_data_test.csv | 12.06KB Exercise Files/05/sales_data_training.csv | 29.95KB Exercise Files/05/train_model.py | 6.58KB Exercise Files/05/visualize_training final.py | 6.03KB Exercise Files/05/visualize_training.py | 5.97KB Exercise Files/06/call_cloud_service final.py | 964B Exercise Files/06/call_cloud_service.py | 951B Exercise Files/06/export_model_for_cloud final.py | 7.33KB Exercise Files/06/export_model_for_cloud.py | 7.17KB Exercise Files/06/sales_data_test.csv | 12.06KB Exercise Files/06/sales_data_training.csv | 29.95KB Exercise Files/06/sample_input_prescaled.json | 62B