FIT3080 Artificial intelligence

When you finish this unit, you should be able to:

1. 1

   Describe the historical and conceptual development of AI

2. 2

   Explain, apply and evaluate the goals of AI and the main paradigms for achieving them including logical inference, search, machine learning and Bayesian inference;

3. 3

   Explain the and understand the practical and ethical implications of Artificial Intelligence in real world contexts.

4. 4

   Describe, analyse, apply and evaluate heuristic AI for problem solving;

5. 5

   Describe, analyse and apply basic knowledge representation and reasoning mechanisms;

6. 6

   Describe, analyse and apply probabilistic inference mechanisms for reasoning under uncertainty;

7. 7

   Describe, analyse, apply and evaluate machine learning techniques;