Creating Decision Tree with ID3 Algorithm | Full explanation | Talib Iqbal

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This video helps in understanding the intuition behind the ID3 algorithm and explains how it works. it also explains how entropy and information Gain is used for creating the Decision tree for classification. At the end, creation of a decision tree is shown with the help of an example, to create a play prediction model.

Video by: Talib Iqbal

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Chapters:
0:00 Intro
0:10 Concept behind the ID3
4:06 Relation between Entropy and classification
6:06 Entropy of a dataset
7:33 Overview of ID3
8:54 ID3 Algorithm
10:07 Creation of Decision Tree with Example
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