section 4 - improving algorithm performance

[stevehadd]

Outstanding items after workshop

• add information in tutorial about cross validation
• add example just using cross validation before the example on hyperparameter tuning
• write text explaining feature importance
• write text explaining resample
• create imbalanced learn example in this notebook.
• create example of running just cross-validation