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

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