Complete the Lab
Lab: Evaluate a Regression Model
Use Case: Salary Prediction
On this mission, you'll use machine learning to determine how survey responses predict developer salaries. Think of this in the context of a Human Resources department determining the salary of an individual based on the experience needed for the position.
Mission format and duration: self-paced, hands-on, 1.5 hours
Upon completion of this mission, you will be able to:
- Build and evaluate a regression model for predicting salary
- Deploy your model and create a What-If app to explore prediction
Who should complete this mission?
- Business Analysts
- Citizen Data Scientists
- Data Scientists
Before embarking on this mission, you should complete one of the following:
- Starter Quest appropriate for your role (self-paced)
- AutoML I (virtual instructor-led mission)
- DataRobot for Data Scientists (virtual instructor-led mission)
- Chrome browser
- DataRobot Automated Machine Learning — If you don’t have access to the application, please sign up for our free trial: datarobot.com/trial.