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Advanced Graph Theory Course

Advanced Graph Theory Course
4 to 360 hours flexible workload
valid certificate in your country

What will I learn?

This course equips you with practical tools for confident analysis of complex networks. You'll calculate structural metrics, centrality measures, and spectral properties, implement community detection, and explore network robustness and spreading dynamics. Using real-world data and reproducible methods, you'll master efficient algorithms and gain clear insights for data-driven network studies.

Elevify advantages

Develop skills

  • Master centrality: compute, compare, and interpret key measures swiftly.
  • Harness spectral tools: apply eigenvalues for connectivity, mixing, and epidemic analysis.
  • Detect communities: implement Louvain, SBM, and spectral methods on real data.
  • Model robustness: simulate failures, attacks, and disease spread in networks.
  • Scale analysis: leverage graph libraries for metrics on vast sparse graphs.

Suggested summary

Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.
Workload: between 4 and 360 hours

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Really great course. Lots of valuable information.
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