Sales prediction of Ono Cafe using linear regression

The goal of this project was to provide Ono Cafe with a comprehensive sales prediction dashboard. The main objective was to enhance decision-making and optimize production and inventory management by utilizing past sales data from 2023 and 2024 through predictive analytics. The project began with exploratory data analysis (EDA) to identify trends and patterns in the historical data, followed by the development of predictive models using RapidMiner, specifically applying linear regression analysis to forecast sales for 2025.