/machine-learning

Coursework for the Machine Learning submodule at Durham University. (2020/21)

Primary LanguageJupyter NotebookMIT LicenseMIT

Machine Learning

Task Specification

  • Explore the dataset and define ONE problem to solve, with motivations.
  • Choose any 3 machine learning algorithms that are sophisticated and appropriate to solve the problem.
  • Build 3 predictive models and make comparisons between them.
  • Write a scientific report (in a style of an academic paper).

Scientific Report

  • Articulate the problem you plan to solve, and the methodology you plan to use.
  • Provide necessary tables and charts to summarise and support the comparisons.
  • Discuss the results and draw conclusions from your experimentation.