Lynda Building and Deploying Deep Learning Applications with TensorFlow

Lynda Building and Deploying Deep Learning Applications with TensorFlow

Name	Lynda Building and Deploying Deep Learning Applications with TensorFlow	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	287.7 MB
Total Files	87
Hash	49672DD3345121CA7F7E2A2BA7598D495FA413FB

/4. 3. Creating a TensorFlow Model/
13. Define the model structure.mp4	28.5 MB
11. Options for loading data.en.srt	9.5 KB
11. Options for loading data.mp4	7.4 MB
12. Load the data set.en.srt	13.9 KB
12. Load the data set.mp4	24.4 MB
13. Define the model structure.en.srt	21.3 KB
14. Set up the model training loop.en.srt	5.6 KB
14. Set up the model training loop.mp4	9.9 MB
/1. Introduction/
01. Welcome.mp4	5.0 MB
02. What you should know.en.srt	0.9 KB
02. What you should know.mp4	668.9 KB
03. Using the exercise files.en.srt	1.0 KB
03. Using the exercise files.mp4	986.1 KB
01. Welcome.en.srt	1.7 KB
/2. 1. Setting Up TensorFlow/
04. Install TensorFlow on macOS.en.srt	6.2 KB
04. Install TensorFlow on macOS.mp4	11.5 MB
05. Install TensorFlow on Windows.en.srt	11.2 KB
05. Install TensorFlow on Windows.mp4	20.5 MB
/3. 2. TensorFlow Overview/
06. What is TensorFlow.en.srt	6.7 KB
06. What is TensorFlow.mp4	4.8 MB
07. Why is it called TensorFlow.en.srt	2.7 KB
07. Why is it called TensorFlow.mp4	2.3 MB
08. Hardware, software, and language requirements.en.srt	5.7 KB
08. Hardware, software, and language requirements.mp4	5.0 MB
09. The train_test_evaluation flow in TensorFlow.en.srt	12.1 KB
09. The train_test_evaluation flow in TensorFlow.mp4	9.8 MB
10. Build a simple model in TensorFlow.en.srt	10.5 KB
10. Build a simple model in TensorFlow.mp4	11.1 MB
/5. 4. Training a Model in TensorFlow/
15. Train.en.srt	6.6 KB
15. Train.mp4	13.3 MB
16. Log.en.srt	14.3 KB
16. Log.mp4	26.2 MB
17. Save and load trained models.en.srt	4.3 KB
17. Save and load trained models.mp4	9.7 MB
/6. 5. TensorBoard/
18. Visualize the computational graph.en.srt	8.7 KB
18. Visualize the computational graph.mp4	14.8 MB
19. Visualize training runs.en.srt	8.8 KB
19. Visualize training runs.mp4	16.5 MB
20. Add custom visualizations to TensorBoard.en.srt	8.5 KB
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
21. Export models for use in production.mp4	17.0 MB
22. Configure a new Google Cloud account.en.srt	6.2 KB
22. Configure a new Google Cloud account.mp4	9.6 MB
23. Host your model in the cloud with Google Cloud.en.srt	10.3 KB
23. Host your model in the cloud with Google Cloud.mp4	13.9 MB
24. Use a model in the cloud.en.srt	7.7 KB
24. Use a model in the cloud.mp4	12.3 MB
/8. Conclusion/
25. Next steps.en.srt	0.6 KB
25. Next steps.mp4	982.6 KB
/Exercise Files/
requirements.txt	0.1 KB
sales_data_test.numbers	240.0 KB
sales_data_training.numbers	323.5 KB
/Exercise Files/02/
addition final.py	0.4 KB
addition.py	0.3 KB
/Exercise Files/03/
load_data final.py	1.5 KB
load_data.py	1.0 KB
model final.py	3.7 KB
model.py	2.3 KB
sales_data_test.csv	12.3 KB
sales_data_training.csv	30.7 KB
training_loop final.py	4.5 KB
training_loop.py	4.4 KB
/Exercise Files/04/
load_checkpoint final.py	5.4 KB
load_checkpoint.py	5.3 KB
model_checkpoints final.py	6.9 KB
model_checkpoints.py	6.8 KB
model_logging final.py	6.7 KB
model_logging.py	6.4 KB
sales_data_test.csv	12.3 KB
sales_data_training.csv	30.7 KB
training final.py	5.1 KB
training.py	4.4 KB
/Exercise Files/05/
custom_visualization final.py	6.2 KB
custom_visualization.py	6.2 KB
sales_data_test.csv	12.3 KB
sales_data_training.csv	30.7 KB
train_model.py	6.7 KB
visualize_training final.py	6.2 KB
visualize_training.py	6.1 KB
/Exercise Files/06/
call_cloud_service final.py	1.0 KB
call_cloud_service.py	1.0 KB
export_model_for_cloud final.py	7.5 KB
export_model_for_cloud.py	7.3 KB
sales_data_test.csv	12.3 KB
sales_data_training.csv	30.7 KB
sample_input_prescaled.json	0.1 KB
Total files 87