The main goal of this project is to build API's in Python that connect to a SQL database and help analyze data in various ways. This will involve several different steps for the students, including:

- Understanding the existing database structure and data.

- Developing API's to access and manipulate data from the database.

- Creating algorithms to analyze data in various ways.

- Optimizing software runtime performance and assessing areas for improvement.

- Researching other variables that can improve the quality of data analysis.

- Testing the developed software and making improvements based on additional data.

By the end of the project, students should demonstrate:

- Understanding of the existing database structure and data.

- Understanding of variables that affect the quality of data analysis.

- Identification of areas for future improvement of the software.

Bonus steps would include:

- Testing the developed software with users and accounting for additional parameters.

Final deliverables should include:

- All source code.

- A written report explaining the design process and outcomes.

Regular meetings and supervision will be conducted to provide support and guidance to students. These interactions allow us to track their progress, identify areas where they may need assistance, and maintain open communication. Additionally, our project managers will play a key role in ensuring that projects stay on track by establishing clear goals, timelines, and responsibilities, which enhances project efficiency and problem-solving.