How Decision Trees Work | Detailed Machine Learning Tutorial | AIXplain

How Decision Trees Work | Detailed Machine Learning Tutorial

AIXplain explains below things in this video.

In this video, you'll learn how Decision Trees work in Machine Learning from scratch!
Whether you're a beginner in data science or brushing up on ML algorithms, this detailed tutorial will help you fully understand decision trees—one of the most powerful and intuitive algorithms used in classification and regression tasks.
🔍 What You’ll Learn:
What is a Decision Tree?
How Decision Trees split data
Entropy, Information Gain, and Gini Index
Building a Decision Tree step-by-step
Real-world examples and visualizations
Pros and cons of Decision Trees
👨‍💻 Ideal for:
Data science students, machine learning beginners, and professionals looking to strengthen their fundamentals.
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