Lab: Classify Using Look-Ahead Modeling

Lab: Classify Using Look-Ahead Modeling

Use Case: COVID-19 Risk

About this Mission

On this mission, you'll use look-ahead modeling to classify US countries that are at high risk for developing COVID-19.

Mission format and duration: self-paced, hands-on, 1 hour

Upon completion of this mission, you will be able to: 

  • Build an Elastic Net Classifier model for predicting COVID-19 risk
  • Evaluate a classifier model using DataRobot evaluation tools
  • Retrain a classifier model on a single feature from each cluster
  • Make predictions and “look ahead” to check predictions

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

  • Complete the Lab
  • Give Us Your Feedback
  • Resources
  • Datasets

About this Mission

On this mission, you'll use look-ahead modeling to classify US countries that are at high risk for developing COVID-19.

Mission format and duration: self-paced, hands-on, 1 hour

Upon completion of this mission, you will be able to: 

  • Build an Elastic Net Classifier model for predicting COVID-19 risk
  • Evaluate a classifier model using DataRobot evaluation tools
  • Retrain a classifier model on a single feature from each cluster
  • Make predictions and “look ahead” to check predictions

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

  • Complete the Lab
  • Give Us Your Feedback
  • Resources
  • Datasets