Ensemble Machine Learning in Python: Random Forest, AdaBoost

Ensemble Methods: Boosting, Bagging, Boostrap, and Statistical Machine Learning for Data Science in Python
4.65 (2568 reviews)
Udemy
platform
English
language
Data Science
category
Lazy Programmer Inc.
instructor
Ensemble Machine Learning in Python: Random Forest, AdaBoost
20 305
students
6 hours
content
Apr 2025
last update
$29.99
regular price

What you will learn

Understand and derive the bias-variance decomposition

Understand the bootstrap method and its application to bagging

Understand why bagging improves classification and regression performance

Understand and implement Random Forest

Understand and implement AdaBoost

Screenshots

Ensemble Machine Learning in Python: Random Forest, AdaBoost - Screenshot_01Ensemble Machine Learning in Python: Random Forest, AdaBoost - Screenshot_02Ensemble Machine Learning in Python: Random Forest, AdaBoost - Screenshot_03Ensemble Machine Learning in Python: Random Forest, AdaBoost - Screenshot_04
Related Topics
1041564
udemy ID
15/12/2016
course created date
20/11/2019
course indexed date
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