NCA-GENL - Core Machine Learning and AI Knowledge - Section 1.5

Apply graph algorithms to analyse complex networks.

Understand how graphs represent entities and relationships, and apply algorithms such as breadth-first search, shortest path, and community detection to analyse complex networks. Recognise the use cases - fraud detection, recommendation systems, and knowledge graphs - where graph-based methods outperform tabular approaches.

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