AdaBoost is a fascinating ensemble method for training machine learning models. It can combine average learners to form a great learner. Learn all about it in this video!
Codelab: https://github.com/luisguiserrano/manning/blob/master/Chapter_12_Ensemble_Methods/Random_forests_and_AdaBoost.ipynb
Grokking Machine Learning Book:
https://www.manning.com/books/grokking-machine-learning
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00:00 Introduction
00:40 Bagging and Boosting
02:15 AdaBoost
05:13 Rescaling the mistakes
08:35 Combining the learners
10:32 Probability, Odds, and the Logit
13:37 Weighted voting
15:25 Codelab