TowardsMachineLearning

Boosting Algorithms

Topics covered-

  • 1. Ensemble Learning and Ensemble Methods.
  • Bagging v/s Boosting
  • What is Boosting?
  • How does Boosting works?
  • Boosting Algorithms in Machine Learning
  • Working of different Boosting Algorithms
  • Mathematical intuition behind the algorithms
  • Advantages, Disadvantages and practical applications of different boosting algorithms.