Artificial Intelligence (AI)

18.1 Artificial Intelligence (AI)

Candidates should be able to:

1. Show understanding of how graphs can be used to aid Artificial Intelligence (AI)

Notes and guidance

1. Purpose and structure of a graph
2. Use A* and Dijkstra’s algorithms to perform searches on a graph
3. Candidates will not be required to write algorithms to set up, access, or perform searches on graphs

2. Show understanding of how artificial neural networks have helped with machine learning
3. Show understanding of Deep Learning, Machine Learning and Reinforcement Learning and the reasons for using these methods.

Notes and guidance

Understand machine learning categories, including supervised learning, unsupervised learning

4. Show understanding of back propagation of errors and regression methods in machine learning