Course curriculum

    1. Welcome Screen

    2. Why R?

      FREE PREVIEW
    3. How to use the Actuartech platform

    4. Software and package requirements

    1. 1.1 - Overview

      FREE PREVIEW
    2. 1.2 - Basic Concepts

    3. 1.3 - Example: Using R as a Calculator

    4. 1.4 - Example: Linear Regression and Plotting

    5. 1.5 - Summary

    1. 2.1 - Overview

    2. 2.2 - Introducing Vectors

    3. 2.3 - Subsetting Vectors and Extracting Elements

    4. 2.4 - Matrix

    5. 2.5 - Data Frames

    6. 2.6 - Useful Functions for Data Frames

    7. 2.7 - Reading External Files

    8. 2.8 - R's Built-in Datasets

    9. 2.9 - Example: Natural Disaster Data

    10. 2.10 - Summary

    11. 2.11 - Data Collection Quiz

    12. Live Lesson: Data Collection and Data Management

    1. 3.1 - Overview

    2. 3.2 - Conditionals

    3. 3.3 - for Loops

    4. 3.4 - while Loops

    5. 3.5 - Functions

    6. 3.6 - Example: Cash Flow

    7. 3.7 - Summary

    8. 3.8 - Data Management Quiz

    9. Live Lesson: Data Collection, Iterators, Conditionals, and Functions

    1. 4.1 - Overview

    2. 4.2 - Object Functions

    3. 4.3 - Mathematical Functions

    4. 4.4 - Statistical Functions

    5. 4.5 - Apply Functions

    6. 4.6 - Statistical Models: Introduction to Linear Regression

    7. 4.7 - Summary

    8. 4.8 - Model Building Quiz

    9. Live Lesson: Model Building

    10. Bonus: Introduction to Generalised Linear Models

    11. Bonus: Introduction to Machine Learning Regression Techniques

About this course

  • £325.00
  • 63 lessons
  • 1.5 hours of video content