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]
Doing an MSc or Final Year Project with me
General note: If you study at UCL (Computer Science) and you are interested in a project with me please check my publications, recent research highlights, calls for PhD students and postdocs (that may also cover some topics of interest), and this annually updated document. If you find a topic of interest within these links or your topic of interest is related, please get in touch via an email (v.lampos@ucl.ac.uk). Please include your CV, topic of interest, and a brief statement to justify your motivation and fit. As projects are allocated in a first-come-first-serve basis and the places are limited (normally up to 2 final year projects and up to 4 MSc projects), please contact me as early as possible.

Notable (distinction) MSc Theses or Final Year Projects