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