Use Case: Predictive Maintenance in the Manufacturing Industry

Use Case: Predictive Maintenance in the Manufacturing Industry

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

rate limit

Code not recognized.

Curriculum

  • Predictive Maintenance in the Manufacturing Industry
  • Create the Project and Import Datasets
  • Prepare the Usage Dataset
  • Prepare the Maintenance Dataset
  • Prepare the Failure Dataset
  • Join the Datasets
  • Generate Features
  • Create the Training & Scoring Datasets
  • Create the Prediction Model
  • Understand the Model
  • Score Unlabeled Data
  • Identify High Risk Assets
  • Automate the Flow
  • Deploy the Project to Production (Optional)
  • Wrap-up: Predictive Maintenance in the Manufacturing Industry

Curriculum

  • Predictive Maintenance in the Manufacturing Industry
  • Create the Project and Import Datasets
  • Prepare the Usage Dataset
  • Prepare the Maintenance Dataset
  • Prepare the Failure Dataset
  • Join the Datasets
  • Generate Features
  • Create the Training & Scoring Datasets
  • Create the Prediction Model
  • Understand the Model
  • Score Unlabeled Data
  • Identify High Risk Assets
  • Automate the Flow
  • Deploy the Project to Production (Optional)
  • Wrap-up: Predictive Maintenance in the Manufacturing Industry