CST 3170 Home Page

Developing Artificial Intelligence

• Outline
• Course Work 1
• Course Work 2
• Course Work 3
• Resits: will be due at the course work deadline 2023.
• Sessions
  • Lecture: W 1:30-2:30 Barn2
  • Lab: W 9:00-11:00 H105
  • Lab: W 11:30-1:30 H105
  • Lab: F 12:00-2:00 H105
• Pandemic
  • Modifictions and Stuff for the Pandemic Introduction
  • Index of Pages for the Modifictions
• Lectures
  • Lecture 1:Introduction and Java
  • Lecture 2:Search and Search Spaces
  • Lecture 3:Genetic Algorithms
  • Lecture 4:Processing with Neurons
  • Lecture 5:Case Based Reasoning
  • Lecture 6:Logic
  • Lecture 7:Semantic Nets
  • Lecture 8:XML and Ontologies
  • Lecture 9:Learning, Classification and Lines
  • Lecture 10:Categorisation
  • Lecture 11:Vision
  • Lecture 12:Multi-Layer Perceptrons
  • Lecture 13:SVMs
  • Lecture 14:Self Organising Maps
  • Lecture 15:Deep Belief Nets
    
  • Lecture 16:Constraint Satisfaction
  • Lecture 17:Natural Language Processing
  • Lecture 18:Adversarial Search
  • Lecture 19:Rule Based Systems
  • Lecture 20:Planning
  • Lecture 21:Large Data Sets
  • Lecture 22:Utility
  • Lecture 23:Robotics
  • Lecture 24:Conclusion
• Labs
  • Lab 1: Hello World and 2D Arrays, Old Lab 1 CANT Neural Net.
  • Lab 2: State Space Search
  • Lab 3: Genetic Algorithms
  • Lab 4: Coursework Support
  • Lab 5: Case Based Reasoning
  • Lab 6: Prolog
  • Lab 7: Coursework Support
  • Lab 8: Coursework Support
  • Lab 9: Linear Categoriser.
  • Lab 10: Categorising with Decision Trees
  • Lab 11: Simple Vision (Coursework Support)
  • Lab 12: Multi Layer Perceptron Ian developed a solution in two parts.
  • Lab 13: Coursework Support
  • Lab 14: Self Organising Maps
  • Lab 15: Coursework Support
  • Lab 16: Coursework Support
  • Lab 17: Chatbot
  • Lab 18: Coursework Support
  • Lab 19: Rule Based Systems Lab
  • Lab 20: Planning
  • Lab 21: Parallel Sort Lab
  • Lab 22: Coursework Support Lab
  • Lab 23: Coursework Support Lab
  • Lab 24: Coursework Support Lab
  • Old Lab: Semantic Nets
  • Old Lab: Processing with Neurons
  • Old Lab: Utility
  • Old Lab: Eight Queens
  • Old Lab: XML
  • Old Lab: Search and Search Spaces
• The handbook
• Exams Page