Lab: Predict a Binary Classification Model

Lab: Predict a Binary Classification Model

Use Case: Lead Scoring

About this Mission

On this mission, you'll use a strategy called lead scoring to predict the probability that a prospect will become a customer.  You will build binary classification models and experiment with datasets of different sizes to determine the optimal amount of data needed for a successful model. You’ll use tools to analyze and compare prediction results and explanations. 

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

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

  • Build and evaluate binary classification models that implement lead scoring
  • Determine the optimal size of a dataset size using Learning Curves
  • Rank and evaluate conversion predictions and explanations

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 a strategy called lead scoring to predict the probability that a prospect will become a customer.  You will build binary classification models and experiment with datasets of different sizes to determine the optimal amount of data needed for a successful model. You’ll use tools to analyze and compare prediction results and explanations. 

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

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

  • Build and evaluate binary classification models that implement lead scoring
  • Determine the optimal size of a dataset size using Learning Curves
  • Rank and evaluate conversion predictions and explanations

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