Information Retrieval and Data Mining (IRDM) (
COMP0084)
- Text processing and indexing [slides]
- Introduction to data mining and machine learning [slides]
- Topic models and vector semantics [slides]
Statistical Natural Language Processing (SNLP) (
COMP0087)
- Manual feature engineering - Linear models and classification [slides]
- Introduction to neural networks and backpropagation [slides]
- Word embeddings [slides]
- Recurrent Neural Networks [slides]
- Modelling infectious diseases using online search activity [slides]
Machine Learning MSc Projects