Name                                                                                 Size  
 Parent Directory                                                                       -   
 1.1 Course Resources.html                                                            122   
 1. What's coming up.mp4                                                              7.1M  
 1. What's coming up.srt                                                              2.5K  
 2.1 MNIST.zip                                                                         15M  
 2. Getting the Data and Loading it into Numpy Arrays.mp4                              53M  
 2. Getting the Data and Loading it into Numpy Arrays.srt                             9.0K  
 3. Data Exploration and Understanding the Structure of the Input Data.mp4             32M  
 3. Data Exploration and Understanding the Structure of the Input Data.srt            6.5K  
 4. Data Preprocessing One-Hot Encoding and Creating the Validation Dataset.mp4        70M  
 4. Data Preprocessing One-Hot Encoding and Creating the Validation Dataset.srt        13K  
 5. What is a Tensor.mp4                                                               45M  
 5. What is a Tensor.srt                                                              9.0K  
 6. Creating Tensors and Setting up the Neural Network Architecture.mp4               151M  
 6. Creating Tensors and Setting up the Neural Network Architecture.srt                29K  
 7. Defining the Cross Entropy Loss Function, the Optimizer and the Metrics.mp4        75M  
 7. Defining the Cross Entropy Loss Function, the Optimizer and the Metrics.srt        14K  
 8. TensorFlow Sessions and Batching Data.mp4                                         100M  
 8. TensorFlow Sessions and Batching Data.srt                                          20K  
 9. Tensorboard Summaries and the Filewriter.mp4                                      128M  
 9. Tensorboard Summaries and the Filewriter.srt                                       23K  
 10. Understanding the Tensorflow Graph Nodes and Edges.mp4                           116M  
 10. Understanding the Tensorflow Graph Nodes and Edges.srt                            21K  
 11. Name Scoping and Image Visualisation in Tensorboard.mp4                          155M  
 11. Name Scoping and Image Visualisation in Tensorboard.srt                           26K  
 12. Different Model Architectures Experimenting with Dropout.mp4                     214M  
 12. Different Model Architectures Experimenting with Dropout.srt                      30K  
 13. Prediction and Model Evaluation.mp4                                              111M  
 13. Prediction and Model Evaluation.srt                                               19K  
 14.1 11 Neural Networks - TF Handwriting Recognition.ipynb.zip                       6.6K  
 14. Download the Complete Notebook Here.html                                         242   
 15. Any Feedback on this Section.html                                                499   

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