0.1 Welcome Screen
FREE PREVIEW0.2 - How to use the Actuartech platform
FREE PREVIEW0.3 How to get set up
0.4 - A User Guide for Jupyter Notebooks
0.5 - Other ways to code in Python
0.6 - Software and package requirements
FREE PREVIEW1.1 - Introduction
FREE PREVIEW1.2 - Business Context
FREE PREVIEW1.3 - Further Reading and References
2.1 - Python Libraries
2.2 - Overview of the Data
3.1 - Setting up Train and Test Splits (Old)
FREE PREVIEW3.1 - Setting up Train and Test Splits
3.2 - The 'Dummy' Estimator
3.3 - The 'Dummy' Estimator with Scikit-learn
3.4 - Automating the Process
3.5 - The Generalised Linear Model
3.6 - Random Forest Model
4.1 - Visualisations
4.2 - Conclusion
4.3 - Next Steps
Downloadable notebooks and data (zipped)
