-
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