Model Selection and Development:

[Mugangasia]

Task: Select an appropriate time series model and develop it using the prepared dataset. (Individual Research)

Responsibilities:

• Model selection: Research and evaluate different time series models such as ARIMA, SARIMA, Prophet, or other suitable models based on the dataset characteristics and objectives.
• Model development: Implement and fine-tune the selected model using the prepared dataset. Tune hyperparameters, test different configurations, and ensure the model provides accurate forecasts.