Foundations in R (R1)
Learn the fundamentals of R through Notebooks, discover data management techniques, statistical packages, and explore regression analysis, building models, validation, and visualisations. £325 once-off fee: 3 months' access.
Welcome Screen
Why R?
FREE PREVIEWHow to use the Actuartech platform
Software and package requirements
1.1 - Overview
FREE PREVIEW1.2 - Basic Concepts
1.3 - Example: Using R as a Calculator
1.4 - Example: Linear Regression and Plotting
1.5 - Summary
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