MASTERS IN DATA SCIENCE - DAY 26 - ALL ABOUT DECISION TREES
Автор: DATASKILLED
Загружено: 2025-11-01
Просмотров: 24
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Confused about how Decision Trees work in Machine Learning? 🤔
You're not alone — and you're in the right place!
In this video, we break down Decision Trees like never before — using clear visuals, real-life examples, and step-by-step logic. From splitting nodes to understanding Gini Index and Entropy, we simplify it all so anyone can follow along — whether you're a student, data science beginner, or preparing for an interview.
📌 In this video, you’ll learn:
What is a Decision Tree? 🌲
How splitting, pruning, and tree depth work
Gini Index vs. Entropy – when and why?
Overfitting, underfitting, and how to avoid them
Real-world applications & code (if applicable)
✨ Bonus: Easy-to-remember tips to explain Decision Trees in interviews!
Whether you're learning ML from scratch or brushing up for your next role, this video is a must-watch to grasp one of the most intuitive algorithms out there.
🔥 Don’t forget to Like, Comment, and Subscribe for more no-fluff ML content every week!
#DecisionTrees #MachineLearning #DataScience #MLForBeginners #GiniVsEntropy #AI #MLTutorial #InterviewPrep #TreeAlgorithm #MLMadeSimple
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