Introduction to Artificial Intelligence

Explain the main ideas and history of AI — search, knowledge representation, probabilistic reasoning and learning — using precise vocabulary.

C2 Understand

Apply the machine-learning workflow — features, labels, train/test split, model training and metrics — to simple datasets and interpret the results.

C3 Apply

Describe how neural networks, perception systems and large language models work and analyse their typical failure modes.

C2 Understand · C4 Analyse

Build and test a web or desktop AI application that uses an open model served locally by Ollama, including retrieval over documents and safe tool use.

C3 Apply · C6 Create

Analyse bias, privacy, safety and legal issues in AI systems and apply responsible, honest AI-use practices.

C4 Analyse · A3 Value

Collaborate in a team to plan, build, test and present an AI app and reflect on individual learning.

C3 Apply · A3 Value · P3