Day 16: Decision Tree Gini Index Explained with Example | Machine Learning | Zero to Hero
Jeevitha Ramsudha
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Day 16: Decision Tree Gini Index Explained with Example | Machine Learning | Zero to Hero
81 просмотр · 2 недели назад
Jeevitha Ramsudha
984 подписчика
81 просмотр · 2 недели назад
🌳 Day 16 of Zero to Hero Machine Learning Series
In this video, we continue learning Decision Trees and understand one of the most important concepts used for classification — Gini Index.
📌 In this video, you will learn:
What is Gini Index?
What is Node Impurity?
Gini Index formula
How to calculate Gini Index step-by-step
Pure vs Impure Nodes
Maximum and minimum Gini Index
How Decision Trees use Gini Index to select the best split
Weighted Gini Impurity
Gini Index with a practical example
Gini Index vs Entropy
If you're preparing for Data Scientist, Machine Learning Engineer, or AI/ML interviews, this series will help you build strong ML fundamentals.
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