Regression ML model
Petrol Consumption Prediction
A forecasting project for modeling fuel consumption and translating raw variables into planning insight.
Project context
The problem
Fuel usage is affected by multiple variables and is difficult to plan manually.
The solution
A regression-based prediction workflow for estimating petrol consumption from available inputs.
Outcome
Supports better planning by turning raw usage variables into forecastable outputs.
System components
- Python
- Regression
- Analytics
- Regression modeling
- Forecasting
- Data analysis
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