FRfreeCodeCamp · on freeCodeCamp
Data Analysis with Python Certification
Intermediate 300 hours English Course CertificateFREE
Our recommendation
freeCodeCamp's data-analysis certification, teaching Python data tools — pandas, NumPy and matplotlib — through hands-on projects. It is a free, practical route into data analysis for people who already know some Python, ending in real projects and a free certificate.
Skills you'll gain
PythonPandasNumPyMatplotlibData analysisData visualisation
Is this course right for you?
A good fit if you…
You know some Python
You want practical data skills
You learn by building
Consider something else if you…
You are new to Python
You want a gentle guided course
You need a paid credential
About this course
This certification moves from general Python programming into the specific libraries used for real data analysis work: NumPy for numerical computing, Pandas for data manipulation, and Matplotlib for visualization. Learners complete five real-world data analysis projects — including analyzing demographic data and medical examination data — that mirror the kind of work junior data analysts actually do.
What you'll learn
Manipulate and clean data using Pandas
Perform numerical computing with NumPy
Create data visualizations using Matplotlib
Complete real-world data analysis projects from raw data to insights
Build a portfolio of verifiable, project-based data analysis work
This course includes
300h
On-demand video
Yes
Certificate
Yes
Mobile access
English
Language
What it costs
Free, including the certificate. freeCodeCamp is donation-funded.
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Prices & availability can change — confirm on the provider's site. We're not affiliated with any single provider.
Is the certificate recognised?
A free freeCodeCamp certificate; the projects matter most to employers.
Instructor
FT
freeCodeCamp Team
freeCodeCamp instructor
920K+ learners12 courses4.7 instructor rating
Produced by freeCodeCamp, a nonprofit organization that has helped millions of people learn to code for free through project-based, certificate-backed curricula.
About this provider
FR
freeCodeCamp
Free, open-source coding curriculum. 9M+ learners, project-based certifications.
Frequently asked questions
Some Python helps. It focuses on data tools rather than teaching the language from scratch.
The core Python data stack — pandas, NumPy and matplotlib — through hands-on projects.
Completely, certificate included. freeCodeCamp is donation-funded.
Yes as free, practical data-analysis practice. Show the projects you build.
freeCodeCamp estimates about 300 hours; pace varies. A couple of months part-time is common.