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 the Lapse Study

Lapse Dataset

2.1 - Introduction

2.2 - Overview of Business Tasks and Models

2.3 - Overview of the Data

2.4 - Relevant R Packages

2.5 - Conclusion

3.1 - Introduction

3.2 - Preliminary Analysis

3.3 - Feature Engineering

3.4 - Conclusion

Week 1 Live Lesson Recording

4.1 - Introduction

4.2 - Standard Multiple Linear Regression Model

4.3 - CART Models

4.4 - Advanced Regression Tree Models

4.5 - Conclusion

Additional Material: Using Classification Models to Understand Lapses

5.1 - Introduction

5.2 - Visualisation

5.3 - Merits of the Models

5.4 - Recommendations

5.5 - Conclusion

Week 2 Live Lesson Recording