Name                                                                                          Size  
 Parent Directory                                                                                -   
 1. Kmeans Clustering - Theory.mp4                                                              25M  
 1. Kmeans Clustering - Theory.vtt                                                             5.8K  
 2. Kmeans Clustering - Practice.mp4                                                            56M  
 2. Kmeans Clustering - Practice.vtt                                                            11K  
 3. XGBoost - Theory.mp4                                                                        12M  
 3. XGBoost - Theory.vtt                                                                       2.4K  
 4. XGBoost - Practice.mp4                                                                      35M  
 4. XGBoost - Practice.vtt                                                                     6.5K  
 5. Cross Validation.mp4                                                                        17M  
 5. Cross Validation.vtt                                                                       3.2K  
 6. Making Pipelines.mp4                                                                        53M  
 6. Making Pipelines.vtt                                                                        12K  
 7. Hyperparameter Tuning - Gridsearch.mp4                                                      32M  
 7. Hyperparameter Tuning - Gridsearch.vtt                                                     4.8K  
 8. Hyperparameter Tuning - Randomized Search.mp4                                               11M  
 8. Hyperparameter Tuning - Randomized Search.vtt                                              2.0K  
 9. Hyperparameter Tuning - tunesearchCV.mp4                                                    15M  
 9. Hyperparameter Tuning - tunesearchCV.vtt                                                   2.3K  
 10. LightGBM - Theory.mp4                                                                     8.6M  
 10. LightGBM - Theory.vtt                                                                     1.6K  
 11. LightGBM - Practice.mp4                                                                    36M  
 11. LightGBM - Practice.vtt                                                                   6.5K