course outline-analystadda

Course Outline

Tree Models using Python

  1. Introduction to decision trees
  2. Tuning tree size with cross validation
  3. Introduction to bagging algorithm
  4. Random Forests
  5. Grid search and randomized grid search
  6. ExtraTrees (Extremely Randomised Trees)
  7. Partial Dependence Plots
  8. Case Studies
  9. Home exercises

 

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