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Under construction. This area is a framework being built: most courses have no teaching material yet, and things may change or break. Private self-study. Not an official programme and not recognised by any ministry or school. No qualification, mark or document is issued, and “years 1 to 3” and “advanced” are names of study paths only.

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A12 Networks & complex systems

Advanced pathA: Advanced appliedplannedabout 160 h (planning estimate)

Planned: syllabus only, no teaching material yet. Nothing on this page can be studied; it describes what the course would cover.

Named in: Advanced applied mathematics pathway

Why this course

Spectral, probabilistic and dynamical tools for networks.

Prerequisites

Required
U02 Combinatorics & graph theory, U07 Stochastic processes I, B08 Linear algebra II: abstract structure
Recommended
none
Can be taken at the same time
none
Everything required, transitively (11 courses)
B01, B02, B03, B04, B05, B08, B11, F01, F02, U02, U07
Courses that require this one
none

Concept-level units

Units follow the syllabus order, as a recommended sequence rather than a gate.

  1. Spectral graph methods
  2. Random graphs
  3. Network dynamics
  4. Community structure
  5. Diffusion and epidemics
  6. Model validation

Assessable outcome

Analyze a network model using structural, probabilistic, and spectral tools.

Assessment design

  • deeper problem sets
  • reconstruction of an unfamiliar argument
  • advanced source reading
  • cumulative examination or substantial project

cumulative; uses spaced retrieval

Resources

Every title here is candidate, unverified unless marked verified. Titles were suggested while planning. Nobody has checked that they exist, what they cost or how they are licensed.

  • Newman · Networks

Content record

Version
0.0.0
Review
no review of any kind
Provenance
catalogue imported from the owner brief of 29 Oct 2026; no teaching content authored
Known issues
none recorded
Type
course

Bridges and laboratories

No bridge or laboratory is attached to this course yet.

You and this course

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