Name                                                                        Size  
 Parent Directory                                                              -   
 1. Section Overview.mp4                                                      13M  
 1. Section Overview.srt                                                     4.7K  
 2. Introducing Our Framework.mp4                                             11M  
 2. Introducing Our Framework.srt                                            3.7K  
 3.1 A 6 Step Field Guide for Machine Learning Modelling (blog post).html    147   
 3. 6 Step Machine Learning Framework.mp4                                     23M  
 3. 6 Step Machine Learning Framework.srt                                    6.6K  
 4. Types of Machine Learning Problems.mp4                                    60M  
 4. Types of Machine Learning Problems.srt                                    14K  
 5. Types of Data.mp4                                                         29M  
 5. Types of Data.srt                                                        6.5K  
 6. Types of Evaluation.mp4                                                   18M  
 6. Types of Evaluation.srt                                                  4.3K  
 7. Features In Data.mp4                                                      37M  
 7. Features In Data.srt                                                     6.8K  
 8. Modelling - Splitting Data.mp4                                            28M  
 8. Modelling - Splitting Data.srt                                           7.7K  
 9. Modelling - Picking the Model.mp4                                         23M  
 9. Modelling - Picking the Model.srt                                        6.2K  
 10. Modelling - Tuning.mp4                                                   16M  
 10. Modelling - Tuning.srt                                                  4.9K  
 11. Modelling - Comparison.mp4                                               45M  
 11. Modelling - Comparison.srt                                               13K  
 12. Overfitting and Underfitting Definitions.html                           1.7K  
 13. Experimentation.mp4                                                      21M  
 13. Experimentation.srt                                                     5.0K  
 14. Tools We Will Use.mp4                                                    27M  
 14. Tools We Will Use.srt                                                   6.0K  
 15. Optional Elements of AI.html                                            1.0K  

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