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