Actuartech

Welcome Screen

How to use the Actuartech platform

Software and package requirements

0.3 - How to get set up

1.2 - Basic Concepts

1.3 - Example: Using R as a Calculator

1.4 - Example: Linear Regression and Plotting

1.5 - Summary

Live Lesson Demo: Overview of R Syntax

2.1 - Overview

2.2 - Introducing Vectors

2.3 - Subsetting Vectors and Extracting Elements

2.4 - Matrix

2.5 - Data Frames

2.6 - Useful Functions for Data Frames

2.7 - Reading External Files

2.8 - R's Built-in Datasets

2.9 - Example: Natural Disaster Data

2.10 - Summary

2.11 - Data Collection Quiz

Live Lesson: Data Collection and Data Management

3.1 - Overview

3.2 - Conditionals

3.3 - for Loops

3.4 - while Loops

3.5 - Functions

3.6 - Example: Cash Flow

3.7 - Summary

3.8 - Data Management Quiz

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

4.1 - Overview

4.2 - Object Functions

4.3 - Mathematical Functions

4.4 - Statistical Functions

4.5 - Apply Functions

4.6 - Statistical Models: Introduction to Linear Regression

4.7 - Summary

4.8 - Model Building Quiz

Live Lesson: Model Building

Bonus: Introduction to Generalised Linear Models

Bonus: Introduction to Machine Learning Regression Techniques