predictive-analytics-construction - Predict Construction Project Outcomes
Train machine learning models to predict construction cost overruns and schedule delay probabilities from historical project data.
Tags
Updated: 2026-09-29Capabilities
What this skill does
- Prepare model features
- Encode categorical features
- Train cost overrun models
- Train schedule delay models
- Predict cost overruns
- Predict delay probabilities
- Evaluate model metrics
Inputs
- Historical project data
- New project data
- Target column names
Outputs
- Cost overrun predictions
- Delay probability predictions
- Model evaluation metrics
- Trained model state
Requirements
- Python 3
- macOS, Linux, or Windows
- pandas package
- NumPy package
- scikit-learn package