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AI & Engineering Academics›✏️ AI Sketch›Lessons›Greedy Algorithms - When Local Choices Lead to Global Solutions
🏃
AI Sketch • Intermediate⏱️ 17 min read

Greedy Algorithms - When Local Choices Lead to Global Solutions

Public lesson preview

Learn when making the locally optimal choice at each step actually produces the globally optimal result, and when it doesn't.

Programme
AI Sketch
Level
Intermediate
Reading time
17 min read

Learning objectives

By the end of this lesson, you will understand:

  • ✓What Makes an Algorithm Greedy?
  • ✓Activity Selection - The Classic Example
  • ✓Huffman Coding - Concept
  • ✓Jump Game
  • ✓Gas Station

Lesson outline

  1. What Makes an Algorithm Greedy?
  2. Activity Selection - The Classic Example
  3. Huffman Coding - Concept
  4. Jump Game
  5. Gas Station
  6. Task Scheduler
  7. Fractional Knapsack vs 0/1 Knapsack
  8. When Does Greedy Work?
  9. Proving Greedy Correctness - Exchange Argument
  10. Greedy vs Dynamic Programming
  11. 📚 Further Reading

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