14. Decision Tree Regression in Python (Theory + Practical) | Supervised Learning | AIML

📂 Dataset: 👉 Dataset link available in pinned comment In this video, we learn Decision Tree Regression, one of the most important non-linear regression algorithms in Machine Learning. This tutorial includes: • What is Decision Tree Regression • Difference between Linear Regression and Decision Tree Regression • How Decision Tree Regressor works • Splitting and prediction intuition • Practical implementation using Python • Real dataset demonstration This video is part of the Supervised Learning playlist in our AIML Course by NexTechX, where complex concepts are explained in a simple and practical way. 💻 Tools used: • Python • Pandas • Scikit-learn 🚀 Related videos: • Linear Regression • Polynomial Regression • Decision Tree Classification 🔔 Subscribe for more AI/ML tutorials and full courses. #MachineLearning #DecisionTreeRegression #Python #Regression #SupervisedLearning #AIML