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Data Analysis with Python Certification (Legacy)

freeCodeCamp's project-based certification in NumPy, pandas and visualization.

Taught byfreeCodeCamp
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About this course

An older freeCodeCamp certification that has not yet been rebuilt but can still be earned. Video lessons introduce NumPy, pandas and plotting libraries, and the certificate requires five data analysis projects checked by tests.

Best for: Python programmers wanting a free, project-based data credential.

What you will be able to do

  • Analyze data with NumPy and pandas
  • Clean and reshape datasets
  • Visualize data with Matplotlib and seaborn
  • Complete five data analysis projects

Syllabus and your progress

Tick modules off as you finish them on freeCodeCamp.

0 of 7 modules done

Plan your pace

At 4 hours a week you would finish in about 75 weeks, using the course time estimate above.

Progress is saved in this browser only. No account needed.

Cost and certificate

Free certificate

Legacy freeCodeCamp certification, still free to earn by completing its five required projects.

Before you start: Python basics

freeCodeCamp sets the terms and can change them. Check the course page before you commit serious time, and tell us if something changed.

Quick answers

Is Data Analysis with Python Certification (Legacy) really free?
Yes, the course material is free on freeCodeCamp. Legacy freeCodeCamp certification, still free to earn by completing its five required projects.
How long does Data Analysis with Python Certification (Legacy) take?
Plan for about 300 hrs in total (freeCodeCamp lists its certifications at about 300 hours each.). It is interactive, so you can go faster or slower.
Do I need experience before Data Analysis with Python Certification (Legacy)?
It helps to have: Python basics.

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Data Analysis with Python Certification (Legacy)

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