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CSD 3939 Outline

  1. Week 1: Introduction and Neurons
  2. Week 2: Learning, Classification and Lines
  3. Week 3: Categorisation and Cell Assemblies
  4. Week 4: Search and Search Spaces (Missionaries and Cannibals)
  5. Week 5: Genetic Algorithms
  6. Week 6: Case-Base Reasoning
  7. Week 7: Logic
  8. Week 8: SOMs
  9. Week 9: Knowledge Representation (Semantic Nets)
  10. Week 10: Planning
  11. Week 11: Mutli-Layer Perceptrons
  12. Week 12: Adversarial Search
  13. Week 13: Constraint Satisfaction (Eight Queens)
  14. Week 14: Natural Language Processing
  15. Week 15: Processing with Neurons
  16. Week 16: Vision
  17. Week 17: Utility
  18. Week 18: SVMs
  19. Week 19: Deep Belief Nets
  20. Week 20: XML
  21. Week 21: Large Data Sets
  22. Week 22: Rule-Based Systems
  23. Week 23: Robotics
  24. Week 24: Conclusion