Machine Learning Concepts
The predictive modeling pipeline
Selecting the best model
Hyperparameter tuning
Linear models
Decision tree models
Ensemble of models
Evaluating model performance
🚧 Feature selection
🚧 Interpretation
Appendix
The diagram presenting the API design in the module “The predictive modeling pipeline” used the following figures:
The “Parameters Free Icon” is licensed under CC-BY 3.0 - source
The “Settings Gears SVG Vector” is licensed under CC0 - source
The “Close icon” is licensed under MIT - source
