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notes.md

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Notes:

  • class experience with Logistic Regression and ANNs
  • background is mostly math and stats, not computational
  • don't rely on Python or coding knowledge; do exercises as live demos
  • focus on feature analysis and hyperparameter tuning
  • visual analysis with YB a big help!
  • for distributed computing, focus on high level computing issues, not mechanisms
  • no need for a cluster or workshops on the distributed computing day

Other Notes:

  • Classification Metrics II to follow (ROC/AUC, DecisionThreshold, PR Curves, Class Balance issues)