workshop-designer.md

Introduction to regression models by using R and Tidymodels

Workshop Source

Introduction to regression models by using R and tidymodels

Stage 1: Desired Results

1. Students will be skilled at:

• Understanding what is regression and when to use a regression model
• Training and evaluating regression models using the Tidymodels framework

1. Students will be able to independently use their learning to:

• Experimenting with different regression models
• Tuning models hyperparameters

Stage 2: Evidence

• Hands-on challenge on real estate dataset, following Challenge-regression.ipynb notebook
• Knowledge check quiz

Stage 3: Learning Plan

• Introduction
• Train and evaluate a regression model
• Experimenting with models
• Challenge - Create a regression model using Tidymodels
• Knowledge check