Your First Data Analysis Workflow

Explore a small dataset with spreadsheet, database, and Python demonstrations.

Looking for step-by-step tutorials for individual AI tools?

Course overview

An orientation to three common ways to inspect tabular data, not a promise to master all three in one sitting. Four open-license demonstrations show an Excel project, MySQL setup, a SQL exploration, and cleaning with Pandas. Follow one path with a small dataset and document assumptions before moving to the others.

Inspect the shape and meaning of a small table. Choose between a spreadsheet, SQL, and Python for a simple question. Document a cleaning decision and a check on the final result.

Basic file management. Installation is optional for the first lesson; later demonstrations use MySQL and Python.

Beginners who want a clear, guided introduction without unnecessary jargon

People who learn best through examples, guided lessons, and hands-on practice

Professionals, creators, and independent builders looking for a repeatable workflow

Lesson 1 is free

4 lessons · Beginner · Full course.

Open-license course content · CC BY licensed · license verified

This course uses CC BY licensed material attributed to its content provider or uploader. Lesson playback is available only through authenticated access after publication and licensing checks pass.