Use Case: Predictive Maintenance

Use Case: Predictive Maintenance

A car rental company looks to predict when vehicles in the fleet will fail and do maintenance before they break down in the field

Curriculum

  • Predictive Maintenance
  • Creating the Project and Importing Datasets
  • Preparing the Usage Dataset
  • Preparing the Maintenance Dataset
  • Preparing the Failure Dataset
  • Merging the Datasets
  • Creating the Training & Scoring Datasets
  • Generating Features
  • Creating the Prediction Model
  • Understanding the Model
  • Using the Model
  • Wrap-up: Predictive Maintenance

Curriculum

  • Predictive Maintenance
  • Creating the Project and Importing Datasets
  • Preparing the Usage Dataset
  • Preparing the Maintenance Dataset
  • Preparing the Failure Dataset
  • Merging the Datasets
  • Creating the Training & Scoring Datasets
  • Generating Features
  • Creating the Prediction Model
  • Understanding the Model
  • Using the Model
  • Wrap-up: Predictive Maintenance