CST 3170 Home Page

Developing Artificial Intelligence

This is no longer up to date.
As of June 2023, this module has moved to moodle. In particular the third course work has been replaced by an in class assessment. The lectures have been reordered, and, as ever, modified.

Outline
Course Work 1
Course Work 2
Course Work 3
Resits: will be due at the course work deadline 2023.
Sessions
- Lecture: W 3:00-4:00 W154
- Lab: M 12:00-2:00 H105
- Lab: F 2:00-4:00 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