← All pathwaysM.Sc. CS · Year 1

Applied ML Scientist Foundation

Develop the supervised foundations of advanced ML experimentation and technical communication.

Programme proposal · enquire for availability

THE LEARNING SEQUENCE

What you’ll explore.

Research questions, statistics & reproducibility

Leakage-safe preprocessing & validation

Baselines, model families, tuning & uncertainty

Deep learning with TensorFlow / Keras or PyTorch

NLP, computer vision or time-series specialisation

Experiment tracking, model cards & research viva

Learning means doing your own work.

Guidance, review and feedback support independent contribution. Completion criteria and any institutional recognition are agreed before the programme starts.