AS / A Level Computer Science
AS / A Level Computer Science
A CS 18 Artificial Intelligence (AI)
A CS 18.1 Artificial Intelligence (AI)
Candidates should be able to:
Show understanding of how graphs can be used to
aid Artificial Intelligence (AI)
Show understanding of how artificial neural
networks have helped with machine learning
Show understanding of Deep Learning, Machine
Learning and Reinforcement Learning and the
reasons for using these methods.
Show understanding of back propagation of errors
and regression methods in machine learning
Notes and guidance
Purpose and structure of a graph
Use A* and Dijkstra’s algorithms to perform
searches on a graph
Candidates will not be required to write algorithms
to set up, access, or perform searches on graphs
Understand machine learning categories, including
supervised learning, unsupervised learning