This Project Kit Is for You If…

• You are learning data analytics but don’t know how the tools connect.

• You want a realistic project for your portfolio.

• You understand tutorials but struggle to build projects independently.

• You want guided practice with Python, PostgreSQL, SQL, and Power BI.

• You need a project you can explain on your resume and during interviews.

What You’ll Have When You Finish

By completing this project, you will have a full data-analysis workflow you can add to your portfolio. You’ll clean messy data, store it in PostgreSQL, answer business questions with SQL, and present your findings in an interactive Power BI dashboard.

You’ll also receive guidance to help you describe the project on your resume and discuss it confidently during an interview.

What You’ll Need

• A Windows 10 or Windows 11 computer for the Power BI Desktop portion

• Internet access to download the project files and required software

• Python and Jupyter Notebook for the data-cleaning portion

• PostgreSQL and pgAdmin for the database and SQL portions

• Power BI Desktop for building and viewing the dashboard

• Basic computer skills—no professional data-analyst experience required

Python, PostgreSQL, pgAdmin, and Power BI Desktop can be downloaded at no additional cost. Software is not included in the Project Kit, but setup instructions are provided.