Name                                                                                 Last modified      Size  
 Parent Directory                                                                                          -   
 1.1 Course Resources.html                                                            2024-07-11 10:23  122   
 1. Solving a Business Problem with Image Classification.mp4                          2024-07-11 10:23   31M  
 1. Solving a Business Problem with Image Classification.srt                          2024-07-11 10:23  5.0K  
 2. Installing Tensorflow and Keras for Jupyter.mp4                                   2024-07-11 10:23   42M  
 2. Installing Tensorflow and Keras for Jupyter.srt                                   2024-07-11 10:23  6.4K  
 3. Gathering the CIFAR 10 Dataset.mp4                                                2024-07-11 10:23   31M  
 3. Gathering the CIFAR 10 Dataset.srt                                                2024-07-11 10:23  6.1K  
 4. Exploring the CIFAR Data.mp4                                                      2024-07-11 10:23  110M  
 4. Exploring the CIFAR Data.srt                                                      2024-07-11 10:23   18K  
 5. Pre-processing Scaling Inputs and Creating a Validation Dataset.mp4               2024-07-11 10:23   93M  
 5. Pre-processing Scaling Inputs and Creating a Validation Dataset.srt               2024-07-11 10:23   20K  
 6. Compiling a Keras Model and Understanding the Cross Entropy Loss Function.mp4     2024-07-11 10:23  104M  
 6. Compiling a Keras Model and Understanding the Cross Entropy Loss Function.srt     2024-07-11 10:23   19K  
 7. Interacting with the Operating System and the Python Try-Catch Block.mp4          2024-07-11 10:23  133M  
 7. Interacting with the Operating System and the Python Try-Catch Block.srt          2024-07-11 10:23   24K  
 8. Fit a Keras Model and Use Tensorboard to Visualise Learning and Spot Problems.mp4 2024-07-11 10:23  100M  
 8. Fit a Keras Model and Use Tensorboard to Visualise Learning and Spot Problems.srt 2024-07-11 10:23   14K  
 9. Use Regularisation to Prevent Overfitting Early Stopping & Dropout Techniques.mp4 2024-07-11 10:23  192M  
 9. Use Regularisation to Prevent Overfitting Early Stopping & Dropout Techniques.srt 2024-07-11 10:23   28K  
 10. Use the Model to Make Predictions.mp4                                            2024-07-11 10:23  218M  
 10. Use the Model to Make Predictions.srt                                            2024-07-11 10:23   33K  
 11. Model Evaluation and the Confusion Matrix.mp4                                    2024-07-11 10:23   63M  
 11. Model Evaluation and the Confusion Matrix.srt                                    2024-07-11 10:23   11K  
 12. Model Evaluation and the Confusion Matrix.mp4                                    2024-07-11 10:23  252M  
 12. Model Evaluation and the Confusion Matrix.srt                                    2024-07-11 10:23   40K  
 13.1 10 Neural Nets - Keras CIFAR10 Classification.ipynb.zip                         2024-07-11 10:23  120K  
 13. Download the Complete Notebook Here.html                                         2024-07-11 10:23  242   
 14. Any Feedback on this Section.html                                                2024-07-11 10:23  521   

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