Project scope
Categories
Data visualization Data analysis Data modelling UI design Data scienceSkills
operational efficiency statistical analysis model validation traffic patterns data-driven decision making data analysis data visualization forecastingLone Star Texas Grill seeks to enhance its operational efficiency by developing a robust forecasting system for its restaurants.
The goal is to create a weekly forecast model that leverages historical sales and traffic data to predict future trends.
This project will involve analyzing past sales and customer traffic patterns to generate accurate forecasts in 15-minute increments. The forecasts will be integrated into Business Intelligence (BI) tools, allowing restaurant managers to make data-driven decisions.
By applying statistical analysis and data visualization techniques, learners will bridge classroom knowledge with real-world applications, enhancing their understanding of data analytics in the hospitality industry.
The project will focus on creating a user-friendly interface for easy access and interpretation of the forecasts.
The project will deliver a comprehensive forecasting model that predicts weekly sales and traffic in 15-minute intervals.
Learners will provide a detailed report on the methodology used, including data analysis and model validation. Additionally, the project will include a user interface integrated with BI tools, enabling restaurant managers to access and utilize the forecasts effectively.
The final deliverable will be a presentation demonstrating the system's functionality and potential impact on restaurant operations.
Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.
Sharing knowledge in specific technical skills, techniques, methodologies required for the project.
Direct involvement in project tasks, offering guidance, and demonstrating techniques.
Providing access to necessary tools, software, and resources required for project completion.
Scheduled check-ins to discuss progress, address challenges, and provide feedback.
About the company
Lone Star Texas Grill is a privately owned casual restaurant operating in Ontario Canada. With its roots in Ottawa, this 22 location chain's claim to fame is its' Fajitas. Lone Star uses the latest in technology to help support its well established Dine-In and growing Off-premise segments. A firm believer in a data-driven approach to its marketing and operations, it has never forgotten that people are at the heart of its success.