Data Mining and Machine Learning

  • Critically analyze fundamental data mining and knowledge discovery methodologies in order to assess best practice guidance when applied to data mining problems in specific contexts.
  • Extract, transform, explore, and clean data in preparation for data mining and machine learning.
  • Build and evaluate data mining and machine learning models on various datasets and problem domains.
  • Extract, interpret, and evaluate information and knowledge from various datasets.
  • Critically review current data mining research and assess research methods applied in the field.