Lab: Evaluate a Regression Model

Lab: Evaluate a Regression Model

Use Case: Salary Prediction

About this Mission

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:

Technical requirements

  • 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.

Action Items1 hr 30 min

  • Complete the Lab
  • Resources
  • Datasets

About this Mission

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:

Technical requirements

  • 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.

Action Items1 hr 30 min

  • Complete the Lab
  • Resources
  • Datasets