Course curriculum

    1. 1.1 - Introduction

    2. 1.2 - Business Context

    3. 1.3 - Overview of the Lapse Study

    1. 2.1 - Introduction

    2. 2.2 - Overview of Business Tasks and Models

    3. 2.3 - Overview of the Data

    4. 2.4 - Relevant R Packages

    5. 2.5 - Conclusion

    1. 3.1 - Introduction

    2. 3.2 - Preliminary Analysis

    3. 3.3 - Feature Engineering

    4. 3.4 - Conclusion

    5. Project Instructions

    6. Project Template

    1. 4.1 - Introduction

    2. 4.2 - Standard Multiple Linear Regression Models

    3. 4.3 - CART Models

    4. 4.4 - Advanced Regression Tree Models

    5. 4.5 - Conclusion

    1. 5.1 - Introduction

    2. 5.2 - Visualisation

    3. 5.3 - Merits of the Models

    4. 5.4 - Recommendations

    5. 5.5 - Conclusion

    1. Introducing R

    2. Introducing RStudio

    3. Introducing Jupyter Notebooks

    4. RStudio Sandbox (Optional IDE to run code)

    5. RStudio Helpful Guide

    6. Data Importing Helpful Guide

    7. dplyr Helpful Guide

    8. ggplot Helpful Guide

About this course

  • £100.00
  • 32 lessons
  • 0 hours of video content