Learning paths
The order we recommend if you're starting out in data analysis. It moves from how analysis works, to the tools most teams use every day, to designing data models, to a full project you can show an employer.
How analysis works: questions, data types, cleaning, and telling the story.
The tool almost every business already uses, from formulas to pivot tables.
Pull and summarise data straight from a database.
Design the tables, keys and star schemas that reliable reports are built on.
Turn the numbers into dashboards people can use.
Answer a real business question end to end with one of the practice datasets.
See the practice projectsEvery course in the path is open. If you're new to data, start at step 1. If you already use spreadsheets at work, you can begin with SQL or Power BI; each course stands on its own.
More paths, such as Data Science and Business Intelligence, will follow once their courses exist.