| Parent directory/ | - | - |
| 1.1 Course Resources.html | 122 B | 2024-Jul-11 09:23 |
| 13. Download the Complete Notebook Here.html | 242 B | 2024-Jul-11 09:23 |
| 14. Any Feedback on this Section.html | 521 B | 2024-Jul-11 09:23 |
| 1. Solving a Business Problem with Image Classification.srt | 5.0 KiB | 2024-Jul-11 09:23 |
| 3. Gathering the CIFAR 10 Dataset.srt | 6.1 KiB | 2024-Jul-11 09:23 |
| 2. Installing Tensorflow and Keras for Jupyter.srt | 6.4 KiB | 2024-Jul-11 09:23 |
| 11. Model Evaluation and the Confusion Matrix.srt | 10.8 KiB | 2024-Jul-11 09:23 |
| 8. Fit a Keras Model and Use Tensorboard to Visualise Learning and Spot Problems.srt | 14.1 KiB | 2024-Jul-11 09:23 |
| 4. Exploring the CIFAR Data.srt | 18.2 KiB | 2024-Jul-11 09:23 |
| 6. Compiling a Keras Model and Understanding the Cross Entropy Loss Function.srt | 18.6 KiB | 2024-Jul-11 09:23 |
| 5. Pre-processing Scaling Inputs and Creating a Validation Dataset.srt | 19.9 KiB | 2024-Jul-11 09:23 |
| 7. Interacting with the Operating System and the Python Try-Catch Block.srt | 23.7 KiB | 2024-Jul-11 09:23 |
| 9. Use Regularisation to Prevent Overfitting Early Stopping & Dropout Techniques.srt | 28.3 KiB | 2024-Jul-11 09:23 |
| 10. Use the Model to Make Predictions.srt | 33.0 KiB | 2024-Jul-11 09:23 |
| 12. Model Evaluation and the Confusion Matrix.srt | 40.5 KiB | 2024-Jul-11 09:23 |
| 13.1 10 Neural Nets - Keras CIFAR10 Classification.ipynb.zip | 120.1 KiB | 2024-Jul-11 09:23 |
| 1. Solving a Business Problem with Image Classification.mp4 | 30.5 MiB | 2024-Jul-11 09:23 |
| 3. Gathering the CIFAR 10 Dataset.mp4 | 31.4 MiB | 2024-Jul-11 09:23 |
| 2. Installing Tensorflow and Keras for Jupyter.mp4 | 42.1 MiB | 2024-Jul-11 09:23 |
| 11. Model Evaluation and the Confusion Matrix.mp4 | 62.8 MiB | 2024-Jul-11 09:23 |
| 5. Pre-processing Scaling Inputs and Creating a Validation Dataset.mp4 | 93.2 MiB | 2024-Jul-11 09:23 |
| 8. Fit a Keras Model and Use Tensorboard to Visualise Learning and Spot Problems.mp4 | 100.4 MiB | 2024-Jul-11 09:23 |
| 6. Compiling a Keras Model and Understanding the Cross Entropy Loss Function.mp4 | 103.6 MiB | 2024-Jul-11 09:23 |
| 4. Exploring the CIFAR Data.mp4 | 110.3 MiB | 2024-Jul-11 09:23 |
| 7. Interacting with the Operating System and the Python Try-Catch Block.mp4 | 133.4 MiB | 2024-Jul-11 09:23 |
| 9. Use Regularisation to Prevent Overfitting Early Stopping & Dropout Techniques.mp4 | 191.5 MiB | 2024-Jul-11 09:23 |
| 10. Use the Model to Make Predictions.mp4 | 218.3 MiB | 2024-Jul-11 09:23 |
| 12. Model Evaluation and the Confusion Matrix.mp4 | 251.8 MiB | 2024-Jul-11 09:23 |