Machine Learning: Reference

Key Points

What is machine learning?
  • machine learning, traditional algorithms

Major categories of machine learning
  • machine learning categories, supervised learning, unsupervised learning, regression, classification

Example algorithms of machine learning
  • Machine learning algorithms

Machine learning is NOT magical! - Data exploration, model selection and evaluation
  • model evaluation, training set, validation set, test set, data exploration

Machine Learning Resources
  • machine learning resources, water applications

FIXME: more reference material.