murtazabasu / Forecasting-Sales

A dataset has been provided which consists of the sales of tomatoes in differen weather conditions. The customer currently makes prediction for the number of sales of tomatoes for the following day, based on the number of sales that took place on the same day last week.

Forecasting-Sales

A dataset has been provided which consists of the sales of tomatoes in differen weather conditions. The customer currently makes prediction for the number of sales of tomatoes for the following day, based on the number of sales that took place on the same day last week.

Based on the given dataset, the following has been performed,

• Exploring the dataset and analysing important features for the target variables number of sales of tomatoes.
• Developing machine learning model using XGBoost and RandomForest Regressor.
• Developing a web app using streamlit for data visualization and model prediction.