Actuartech

0.2 - Introducing R

0.3 - How to get set up

0.4 - A User Guide for Jupyter Notebooks

0.5 - Other ways to code in R: R Studio

1.3 - Overview of Mortality Modelling Approaches

1.4 - Problem Specification

1.5 - Conclusion

2.1 - Introduction

2.2 - Overview and Data Validation

2.3 - R Packages Used

2.4 - Exploratory Analysis

2.5 - Feature Engineering

2.6 - Conclusion

Live Lesson: Week 1

3.1 - Introduction

3.2 - Splitting Data into Training and Testing

3.3 - Poisson Regression

3.4 - Generalised Additive Models

3.5 - Gradient Boosting Machine

3.6 - Conclusion

4.1 - Introduction

4.2 - Visualisation and Reporting on Model Performance

4.3 - Merits of the Models

4.4 - Recommendations

Live Lesson: Week 2

5 - Conclusion