Does Random Forest reduce bias?

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  1. What is the difference between bias and variance?
  2. Why do we want to use weak learners when boosting?

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  1. #samples
  2. #using
  3. #training
  4. #powerful
  5. #overfitting
  6. #features
  7. #limit
  8. #random
  9. #forests
  10. #reduce
  11. #models
  12. #second
  13. #subset
  14. #error
  15. #substantially
  16. #without
  17. #increasing
  18. #variance
  19. #different
  20. #their
  21. #ability