https://amueller.github.io/COMS4995-s18/slides/

  • .ipynb_checkpoints
  • aml-01-011718-introduction
  • aml-02-012218-python-git-testing
  • aml-03-012418-matplotlib
  • aml-04-012918-supervised-learning
  • aml-05-013118-linear-models-regression
  • aml-06-020518-linear-models-classification
  • aml-07-020718-preprocessing
  • aml-08-021218-imputation-feature-selection
  • aml-09-021418-support-vector-machines
  • aml-10-021918-trees-forests
  • aml-11-022118-gradient-boosting-calibration
  • aml-12-022618-model-evaluation
  • aml-13-022818-resampling-imbalanced-data
  • aml-15-031918-pca-discriminants-manifold-learning
  • aml-16-032118-clustering-and-mixture-models
  • aml-17-032818-clustering-evaluation