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AI & Engineering Academics›🪨 AI Chisel›Lessons›Graph Algorithms - How AI Navigates Networks
🗺️
AI Chisel • Intermediate⏱️ 20 min read

Graph Algorithms - How AI Navigates Networks

Public lesson preview

Learn the traversal and shortest-path algorithms that power maps, social networks, and web crawlers.

Programme
AI Chisel
Level
Intermediate
Reading time
20 min read

Learning objectives

By the end of this lesson, you will understand:

  • ✓Graphs Model the Connected World
  • ✓Representing Graphs
  • ✓Breadth-First Search (BFS)
  • ✓Depth-First Search (DFS)
  • ✓Dijkstra's Algorithm - Shortest Path with Weights

Lesson outline

  1. Graphs Model the Connected World
  2. Representing Graphs
  3. Breadth-First Search (BFS)
  4. AI Use Cases for BFS
  5. Depth-First Search (DFS)
  6. Applications of DFS
  7. Dijkstra's Algorithm - Shortest Path with Weights
  8. AI Use Cases for Dijkstra
  9. Cycle Detection and Connected Components
  10. Cycle Detection
  11. Connected Components
  12. Key Takeaways

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