LSEStatistics
ST310

Machine Learning

One-to-one support for LSE's Machine Learning module, with help understanding the main ideas, keeping up with the work, and preparing confidently for assessments.

About

Develops core machine-learning methods for high-dimensional and large datasets. Students study regression and classification, regularisation, cross-validation, variable selection, trees, random forests and other modern predictive techniques.

Support for ST310 Machine Learning at LSE

Our tutoring for ST310 is designed to make the module feel more manageable. Sessions can focus on clarifying lecture material, rebuilding foundations, working through coding exercises, modelling tasks, data projects and exam-style questions, and developing a clearer strategy for revision and assessed work. The aim is to help students understand the module deeply enough to apply the material independently, not just memorise model answers.

Common Challenges

Students often struggle with:

  • turning knowledge of regression and classification into reliable workflows that also use regularisation
  • combining cross-validation with variable selection in practical tasks
  • interpreting outputs and explaining implementation choices, limitations and results clearly
  • building a clear revision plan when the module starts to feel cumulative
How our tutors help

Our tutors can help by:

  • Explaining regression and classification through worked examples involving regularisation
  • Building and debugging workflows that use cross-validation
  • Applying variable selection in practical tasks and interpreting the results
  • Preparing for programming projects, practical assessments and technical questions
  • Tailoring sessions to the exact parts of ST310 that feel unclear

Tutors for ST310

Our ST310 tutors include experienced university teachers and subject specialists. If you are not sure who is right for you, tell us what you need help with and we will recommend the best match.

Tutor assignments for this module are being confirmed. Please enquire.

Private Tuition

Need help with ST310?

Tell us what you are finding difficult in Machine Learning and we will match you with a tutor who can help with this module.

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