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HarvardX: Introduction to Data Science with Python

Learn the concepts and techniques that make up the foundation of data science and machine learning.

HarvardX: Introduction to Data Science with Python is a beginner-level online course from edX in Data Science. It is structured in 5 stated learning outcomes, over 8 weeks. It is free to enrol, and a certificate is available on completion. Learners rate it 4.3/5 from 173 ratings on edX.

Part of our Data Science courses collection, where we compare it against 24 other courses.

★★★★★4.3(173 reviews) English

Course highlights

Provider edX
Duration 8 weeks
Level Beginner
Mode Self-paced
Language English
Certificate Yes — shareable certificate
Rating 4.3★ (173 reviews)
Price Free Free

What you’ll learn

Gain hands-on experience and practice using Python to solve real data science challenges
Practice Python programming and coding for modeling, statistics, and storytelling
Utilize popular libraries such as Pandas, numPy, matplotlib, and SKLearn
Run basic machine learning models using Python, evaluate how those models are performing, and apply those models to real-world problems
Build a foundation for the use of Python in machine learning and artificial intelligence, preparing you for future Python study

Level and time commitment

edX lists this course at Beginner level.
No prior experience in the subject is assumed — this is where the provider expects a newcomer to start.
What the provider says you need first:
  • Learners must have a minimum baseline of programming knowledge (preferably in Python) and statistics in order to be successful in this course. Python prerequisites can be met with an introductory Python course offered through CS50’s Introduction to Programming with Python, and statistics prerequisites can be met via Fat Chance or with Stat110 offered through HarvardX.
Time commitment: 8 weeks.
It is self-paced, so that figure is the material, not a fixed schedule.

Skills you’ll gain

Scikit-Learn (Python Package)NumPy (Python Package)Python (Programming Language)Scientific MethodsR (Programming Language)Machine LearningParsingArtificial IntelligenceData SciencePandas (Python Package)Matplotlib (Python Package)Algorithms

What learners rate it

4.3
★★★★★
173 ratings

Rated 4.3/5 by 173 learners on edX (checked 25 Aug 2026).

This rating is collected by edX from its own enrolled learners. We reproduce it as reported and do not accept paid or incentivised reviews. See it on edX →

How this page is put together

Compiled by the 10courses editorial desk. Fees, ratings, duration and certificate details for the 1 course shown are read directly from edX course pages — we never estimate a price or a rating. Last verified 25 August 2026.

How we compare and rank courses · Our review policy · Affiliate disclosure

Compare with alternatives

Same topic, different trade-offs — here's who runs each one and what it's best at.

Course Provider Rating Price Duration Why pick this one
HarvardX: Introduction to Data Science with Python This edX 4.3★ Free 8 weeks Free — and still gives a certificate
Google Data Analytics Professional Certificate Coursera 4.8★ ₹3,999 6 months Highest rated (4.8★ from 181.6K reviews)
Deep Learning Specialization Coursera 4.8★ ₹4,299 3 months For learners past the basics · 3 months
Python for Data Science | Learn Python Online | Udacity Udacity 4.8★ Check price 3 months Beginner-friendly · 3 months
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Where Data Science leads

Roles we map to Data Science on 10courses. This is our own mapping of subject to job, not a placement claim by edX.

Data Scientist

Browse every course we track for one of these — courses for data scientists.

Common questions

Is HarvardX: Introduction to Data Science with Python free?

Yes. edX lists it as free to enrol. A certificate is available on completion — providers often charge separately for the certificate even when the course itself is free, so check the fee on the provider page before you count on it.

Does HarvardX: Introduction to Data Science with Python come with a certificate?

Yes — edX lists a certificate on completion. It is a course certificate, not a formal qualification or university credit.

How long does HarvardX: Introduction to Data Science with Python take?

edX lists it at 8 weeks. It is self-paced, so that is the volume of material rather than a deadline — how long it actually takes depends on the hours you put in each week.

Is HarvardX: Introduction to Data Science with Python suitable for beginners?

Yes. edX lists it at Beginner level, so no prior experience in the subject is assumed.