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Ensemble Learning In 4 Hours | Decision Tree Algorithm | Gini Index | Great Learning
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This tutorial on "Ensemble Learning" will help you to master all the concepts with respect to Ensemble techniques. Ensemble models in machine learning combine the decisions from multiple models to improve the overall performance. That is why ensemble models are more preferred when compared to simple individual Models.
The tutorial comprises of the following topics:
00:00 - Introduction
01:11 - Introduction to Decision Tree
44:49 - Intro to Ensemble Techniques
01:03:56 - Types of Boosting
01:06:49 - Demo on Ensemble Techniques
01:51:21 - Demo on Wine Dataset
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