Name                                                                                 Size  
 Parent Directory                                                                       -   
 13. Any Feedback on this Section.html                                                509   
 12. Download the Complete Notebook Here.html                                         242   
 12.2 07 Bayes Classifier - Testing, Inference & Evaluation.ipynb.zip                 243K  
 12.1 08 Naive Bayes with scikit-learn.ipynb.zip                                       13K  
 11. A Naive Bayes Implementation using SciKit Learn.srt                               34K  
 11. A Naive Bayes Implementation using SciKit Learn.mp4                              195M  
 10. The F-score or F1 Metric.srt                                                     4.5K  
 10. The F-score or F1 Metric.mp4                                                      25M  
 9. The Precision Metric.srt                                                          9.5K  
 9. The Precision Metric.mp4                                                           53M  
 8. The Recall Metric.srt                                                             6.5K  
 8. The Recall Metric.mp4                                                              28M  
 7. False Positive vs False Negatives.srt                                              13K  
 7. False Positive vs False Negatives.mp4                                              63M  
 6. Visualising the Decision Boundary.srt                                              33K  
 6. Visualising the Decision Boundary.mp4                                             205M  
 5. The Accuracy Metric.srt                                                           7.7K  
 5. The Accuracy Metric.mp4                                                            41M  
 4. Making Predictions Comparing Joint Probabilities.srt                              9.7K  
 4. Making Predictions Comparing Joint Probabilities.mp4                               52M  
 3. Joint Conditional Probablity (Part 2) Priors.srt                                   11K  
 3. Joint Conditional Probablity (Part 2) Priors.mp4                                   64M  
 2. Joint Conditional Probability (Part 1) Dot Product.srt                             13K  
 2. Joint Conditional Probability (Part 1) Dot Product.mp4                             66M  
 1. Set up the Testing Notebook.srt                                                   3.8K  
 1. Set up the Testing Notebook.mp4                                                    26M  
 1.2 Course Resources.html                                                            122   
 1.1 SpamData.zip                                                                      23M