Machine Learning Concepts
The predictive modeling pipeline
Selecting the best model
Hyperparameter tuning
Linear models
Decision tree models
Ensemble of models
Evaluating model performance
Concluding remarks
Appendix
π§ Feature selection
π§ Interpretation
The diagram presenting the API design in the module βThe predictive modeling pipelineβ used the following figures:
The βParameters Free Iconβ is licensed under CC-BY 3.0 - source
The βSettings Gears SVG Vectorβ is licensed under CC0 - source
The βClose iconβ is licensed under MIT - source