Teaching · Jun 8, 2026

AI, Machine Learning and Deep Learning syllabuses added

I added new Worcester College syllabuses for AI and Machine Learning and AI and Deep Learning. The two pages set out a practical sequence from data, prediction and model evaluation to neural networks, transformers, LLMs, agents and responsible AI.

Machine Learning Deep Learning

Update

I have added the AI and Machine Learning and AI and Deep Learning syllabuses for Worcester College.

Teaching structure

The first syllabus focuses on applied prediction, supervised and unsupervised learning, model evaluation, interpretability and responsible AI. The second moves into neural networks, convolutional models, transformers, large language models, retrieval, agents and AI governance.

AI teaching pathway — The two syllabuses connect machine learning foundations with deep learning, LLMs and responsible AI.

Course pages

Students can now use the dedicated pages for structure, learning goals, topics and core references: AI and Machine Learning and AI and Deep Learning.

Oxford · United Kingdom