Section 2
Training a CNN
2. Training a convolutional neural network
29:41
3. Classifying an image
20:06
4. Visualising a model
17:25
5. Continuing training
12:46
Section 3
Cloud Ops
6. Adding a React user interface
15:39
7. Serving our application
13:13
8. Calling the backend from the frontend
25:31
Section 4
Web App
9. Accepting an image
08:28
10. Uploading an image with the UI
16:08
11. Deploying as a serverless image
08:47
12. Returning the class predictions
13:21
13. Returning internal model activations
08:42
14. Displaying the model’s activation activity
25:53
15. Code refactor
10:27
16. Code optimisation
09:24
17. Conclusion, Certificate, and What Next?
15. Code refactor
Web App
Next Lesson
16. Code optimisation