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HarvardX: CS50's Introduction to Artificial Intelligence with Python

Learn to use machine learning in Python in this introductory course on artificial intelligence.

HarvardX: CS50's Introduction to Artificial Intelligence with Python is a beginner-level online course from edX in Artificial Intelligence. It is structured in 12 stated learning outcomes, over 7 weeks. It is free to enrol, and a certificate is available on completion.

Part of our Artificial Intelligence courses collection, where we compare it against 25 other courses.

English

Course highlights

Provider edX
Duration 7 weeks
Level Beginner
Mode Self-paced
Language English
Certificate Yes — shareable certificate
Price Free Free

What you’ll learn

graph search algorithms
adversarial search
knowledge representation
logical inference
probability theory
Bayesian networks
Markov models
constraint satisfaction
machine learning
reinforcement learning
neural networks
natural language processing

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:
  • CS50x or prior programming experience in Python.
Time commitment: 7 weeks.
It is self-paced, so that figure is the material, not a fixed schedule.

Skills you’ll gain

Machine LearningArtificial IntelligenceHandwriting RecognitionMathematical OptimizationSearch AlgorithmsAlgorithmsPython (Programming Language)Medical DiagnosisIntelligent SystemsProofreadingReinforcement LearningComputer Science
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 26 August 2026.

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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: CS50's Introduction to Artificial Intelligence with Python This edX 0.0★ Free 7 weeks Free — and still gives a certificate
YUVA AI for ALL Coursera 4.8★ Check price 8h 35m Highest rated (4.8★ from 433 reviews)
Artificial Intelligence (AI) Education for Teachers Coursera 4.7★ Check price 20h 1m Beginner-friendly · 20h 1m
Introduction to Artificial Intelligence (AI) Coursera 4.7★ Check price 13h 25m Beginner-friendly · 13h 25m
See all Artificial Intelligence courses →

Common questions

Is HarvardX: CS50's Introduction to Artificial Intelligence 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: CS50's Introduction to Artificial Intelligence 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: CS50's Introduction to Artificial Intelligence with Python take?

edX lists it at 7 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: CS50's Introduction to Artificial Intelligence with Python suitable for beginners?

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