Sales Demand Forecasting Using Python
Budget: $30 – $250 USD
I am looking for a capable Python developer to work on a demand forecasting project for my business. We primarily deal with sales data, and the final output should help us better anticipate future demand patterns.
Key Tasks:
- Implementing ARIMA for analysis and forecasting
- Testing stationarity of data
- Normalizing data if necessary
- Leveraging AutoARIMA, and manually testing p, d and q
- Measuring error after validating the model
- Providing future demand forecasts based on the model
The ideal candidate has experience with time series analysis and predictive modelling, as well as a strong background in statistics and mathematics. A comprehensive understanding of both ARIMA and AutoARIMA within Python is crucial.
I am looking for someone with precise attention to detail, the ability to test thoroughly and a desire to minimize error. The final demand forecasting model should help us optimize our sales strategy moving forward.
Key Tasks:
- Implementing ARIMA for analysis and forecasting
- Testing stationarity of data
- Normalizing data if necessary
- Leveraging AutoARIMA, and manually testing p, d and q
- Measuring error after validating the model
- Providing future demand forecasts based on the model
The ideal candidate has experience with time series analysis and predictive modelling, as well as a strong background in statistics and mathematics. A comprehensive understanding of both ARIMA and AutoARIMA within Python is crucial.
I am looking for someone with precise attention to detail, the ability to test thoroughly and a desire to minimize error. The final demand forecasting model should help us optimize our sales strategy moving forward.