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YouTube

Boosting Tutorial - Application of Decision Tree-based Boosting and AdaBoost Algorithm

NPTEL-NOC IITM via YouTube

Overview

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Learn how to apply Decision Tree-based Boosting techniques on public datasets and understand the AdaBoost Algorithm in this 13-minute tutorial from NPTEL-NOC IITM. Discover practical implementation strategies for boosting methods that can significantly improve model performance by combining multiple weak learners into a strong predictive model.

Syllabus

Tutorial: Boosting

Taught by

NPTEL-NOC IITM

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