Understanding and Explaining Your Models

Understanding and Explaining Your Models

Know how your model is making decisions.

About this Mission

On this mission, you will learn what questions you can ask of your models. For example, why does a prediction have a particular value, or what is the structure of your model? You will walk through examples that show how DataRobot can help you interpret and explain your models.

Mission format and duration: self-paced, 1.5 hours

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

  • Assess the quality of your data
  • Evaluate models using DataRobot’s interpretability tools
  • Develop explanations for model behavior

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 Plan1 hr 30 min

  • Understanding Models
  • Give Us Your Feedback
  • Resources
  • Additional Reading

About this Mission

On this mission, you will learn what questions you can ask of your models. For example, why does a prediction have a particular value, or what is the structure of your model? You will walk through examples that show how DataRobot can help you interpret and explain your models.

Mission format and duration: self-paced, 1.5 hours

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

  • Assess the quality of your data
  • Evaluate models using DataRobot’s interpretability tools
  • Develop explanations for model behavior

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 Plan1 hr 30 min

  • Understanding Models
  • Give Us Your Feedback
  • Resources
  • Additional Reading