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Learn data analysis
Practise data analysis as part of a practical data analyst learning path.
A project to build your confidence
Clean a public dataset and record missing values, assumptions and three useful questions.
Keep notes on your approach, seek feedback, and explain what you would improve. Completing a project is self-reported progress; it is not independent skill verification.
Start learning
Google Data Analytics ↗
Explore the data-analysis process through a structured professional certificate.
Google · Coursera · Paid. Subscription pricing and trial eligibility vary. Check the current price before enrolling.
Start programming with Python ↗
Build a foundation in Python through lectures, exercises and a final project.
Harvard · CS50 · Free learning. Open course materials. Optional verified certification may cost extra.