#4 Decision Tree Explained: Working, Architecture & Mathematical Foundations | Machine Learning

📌 Decision Tree Explained: Working, Architecture & Mathematical Foundations | Machine Learning Lecture 🌳🔍

🔍 About This Video:
Welcome to this in-depth lecture on Decision Trees! In this video, we’ll break down how decision trees work, their architecture, and the mathematical calculations behind them. You’ll also learn how to apply decision trees to a dummy dataset step by step.

📖 What You’ll Learn in This Video:
✅ What is a Decision Tree in Machine Learning?
✅ Understanding Tree Structure & Architecture 🌲
✅ How Decision Trees Make Predictions?
✅ Mathematical Formulas & Calculations Behind Decision Trees
✅ Applying Decision Trees to a Dummy Dataset
✅ Hands-on Implementation & Code Walkthrough

📄 Lecture Notes: https://drive.google.com/file/d/15Xep...

💻 Google Colab Notebook: https://colab.research.google.com/dri...

🔥 Why Watch This Video?
This video is perfect for beginners, students, and AI enthusiasts who want to build a solid understanding of decision trees. Decision Trees are one of the most widely used classification algorithms, and mastering them is essential for anyone diving into Machine Learning & AI.

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