martinapugliese/tales-science-data

Massively improve the Learning Machine page

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Has to be massively improved, has to become a generic overview of ML and how to do it

  • what is ML
  • supervised/unsupervised
  • regression/classification
  • clustering
  • feat eng
  • statistical vs. ML approaches
  • cost functions
  • overfitting/underfitting
  • cost function as it's used in the chapter for explaining things (e.g., in the regularisation page)