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Machine Learning with R: Linear Regression

Workshop Title Slide

This workshop will cover an introduction to linear regression with single and multiple predictor variables, followed by hands-on training on conducting linear regression in R, model training, testing accuracy, and how to interpret and visualize results.

Presentation by Shaila Jamal, DASH Support Assistant and PhD Candidate in Earth, Environment, and Society. Book an appointment with Shaila or another member of the DASH Team.

This event is run in collaboration with the YWCA’s Uplift Program, which supports women and non-binary people re-skilling to enter the tech industry.

Workshop preparation

Preparation for this tutorial consists of two steps: Getting the data and Getting the software. Follow the steps below.

Get the data

Access all the files mentioned in the workshop.

Get the software

This hands-on workshop uses R, a software application for data analysis. The program is free to download.

Workshop Recording

View the original here.

Workshop Slides

Download as a PDF