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

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