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Course Notes

Use this workspace to take notes, store code snippets, or build your own interactive cheatsheet! For courses that use data, the datasets will be available in the datasets folder.

# Import any packages you want to use here

Take Notes

Add notes here about the concepts you've learned and code cells with code you want to keep.

Add your notes here

# Add your code snippets here

Classification models:

  • Decision Trees
  • Logistic Regression
  • Support Vector Machine
  • Random Forest

Regression:

  • OLS
  • Lasso
  • Ridge

Accuracy: True Positive Rate Precision: How often was Case corrrectly predicted Recall: How ofter was True outcome correctly predicted