Network Analysis with Python
Free Beginner course · 10 lessons · 2 weeks · Certificate on completion
Map and measure relationships in social, transport and organisational networks with NetworkX. Across 10 lessons you'll move from fundamentals to a portfolio-ready outcome — at your own pace, with quizzes after each lesson and a final exam to certify your mastery.
What you'll learn
- Thinking in nodes and edges
- Building graphs from real data
- Degree, betweenness and closeness
- Communities and clustering
- Shortest paths and flows
- Visualising networks clearly
Skills you'll pick up
- Thinking in nodes and edges
- Building graphs from real data
- Degree, betweenness and closen
- Communities and clustering
- Shortest paths and flows
- Visualising networks clearly
Tools covered
- Network Analysis
- Real-world projects
- Quizzes
- Final exam
Course modules
Module 1: Thinking in nodes and edges
Module 1 of Network Analysis with Python. 3 lessons · 3h
Module 2: Communities and clustering
Module 2 of Network Analysis with Python. 3 lessons · 3h
Module 3: Influence and spread
Module 3 of Network Analysis with Python. 2 lessons · 2h
Module 4: Case study: an email network
Module 4 of Network Analysis with Python. 2 lessons · 2h
Lessons in this course
- Thinking in nodes and edges
- Building graphs from real data
- Degree, betweenness and closeness
- Communities and clustering
- Shortest paths and flows
- Visualising networks clearly
- Influence and spread
- Bipartite networks
- Case study: an email network
- Reporting network insights
Instructor
Marcus Reid — Machine Learning Engineer
Marcus Reid is a Machine Learning Engineer with years of hands-on experience teaching Network Analysis to thousands of learners worldwide.
Certificate
Finish every lesson and pass the final exam to earn a free, verifiable Learnera certificate for Network Analysis with Python. It can be downloaded as a PDF and shared on LinkedIn.
Career outcomes
Median global salary $105,000 per year · median India salary ₹14,70,000 per year · 21,265 open roles worldwide
- Network Analysis Specialist
- Senior Network Analysis Lead
- Network Analysis Consultant
Frequently asked questions
Is the Network Analysis with Python course free?
Yes. Every Learnera course, including Network Analysis with Python, is completely free — lessons, quizzes, the final exam, and the certificate.
How long does Network Analysis with Python take?
10 lessons, typically completed in 2 weeks at a comfortable pace.
Do I get a certificate?
Yes — pass the final exam and you receive a free, verifiable certificate you can share on LinkedIn.