Problem Stataement

In ever-changing competitive market conditions, there is a need to make correct decisions and plans for future events related to business like sales, production, and many more. The effectiveness of a decision taken by business managers is influenced by the accuracy of the models used. Demand is the most important aspect of a business's ability to achieve its objectives. Many decisions in business depend on demand, like production, sales, and staff requirements. Forecasting is necessary for business at both international and domestic levels.

Problem Objective

Fresh Analytics, a data analytics company, aims to comprehend and predict the demand for various items across restaurants. The primary goal of the project is to determine the sales of items across different restaurants over the years.