🔍 Machine Learning Tutorial 9: Understanding Decision Trees| Classification Made Simple 🌳

Опубликовано: 23 Декабрь 2024
на канале: Vista Academy
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Welcome to our in-depth guide on Decision Tree Classification, one of the most popular and intuitive algorithms in machine learning! 🎓

In this video, we’ll cover:
✅ What is a Decision Tree?
✅ Key components: Root nodes, branches, internal nodes, and leaf nodes.
✅ How decision trees work for classification tasks.
✅ Key concepts like Gini Impurity, Information Gain, and Splitting Criteria.
✅ Advantages, disadvantages, and real-world applications.

🌟 Whether you're a beginner or brushing up on your ML concepts, this video breaks down complex ideas into simple, relatable examples.

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