Fuel Efficiency Lab

Fuel Efficiency Lab

Build a model that can predict the fuel efficiency of cars.

About this Mission

On this mission, you will predict the fuel efficiency of a new car that has not yet been designed. This is a regression problem, so you will learn how to frame, setup, evaluate and interpret predictions for a continuous target. 

Note: This lab assumes that you have access to DataRobot and the predications app, if you are not yet a DataRobot customer you can request a free trial here: https://www.datarobot.com/lp/trial/

Action Items30 min

  • Complete the Lab 0 hr 0 min
  • Resources
  • Dataset
  • Automated Machine Learning Detailed Walkthrough
  • DataRobot Deployment Options
  • Target Leakage
  • Deploying Models Overview
  • Explore Feature Lists

About this Mission

On this mission, you will predict the fuel efficiency of a new car that has not yet been designed. This is a regression problem, so you will learn how to frame, setup, evaluate and interpret predictions for a continuous target. 

Note: This lab assumes that you have access to DataRobot and the predications app, if you are not yet a DataRobot customer you can request a free trial here: https://www.datarobot.com/lp/trial/

Action Items30 min

  • Complete the Lab 0 hr 0 min
  • Resources
  • Dataset
  • Automated Machine Learning Detailed Walkthrough
  • DataRobot Deployment Options
  • Target Leakage
  • Deploying Models Overview
  • Explore Feature Lists