Stanford University · Course
Machine Learning with Graphs (XCS224W)
Machine Learning with Graphs (XCS224W) is a Stanford Online professional course, the professional version of CS224W, on machine learning for networks and graph-structured data; Stanford notes the course is under content review. It is taken online with live elements and leads to a Certificate of Achievement.
Who it suits
- Working engineers who want a Stanford course without applying to a graduate programme.
- Learners building toward the Artificial Intelligence Professional Program.
What it covers
- Representation learning and graph neural networks.
- Reasoning over knowledge graphs.
- Social network analysis and related applications.
Common questions about Machine Learning with Graphs (XCS224W)
- How much time does it take?
- Stanford lists 10 to 15 hours a week, with course materials available for 90 days after the course ends.
- What do I get at the end?
- A Certificate of Achievement; Stanford says you need to complete the required assignments and score 70% or higher.
- Can I enrol any time?
- Enrolment is only open during set periods, so check the page for the current dates and whether the course is open.
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Where this comes from
Written from Stanford University’s own pages, read on 2026-10-14. Content, prices and availability change, so the provider’s page is the source. We are not affiliated with Stanford University and this is not an endorsement.