Decision Tree Machine Learning | Decision Tree Algorithm | Machine Learning Tutorial | Simplilearn

Pubblicato il: 22 settembre 2025
sul canale di: Simplilearn

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This video on Decision Tree Algorithm by Simplilearn, starts with an Introduction to the Decision Tree Algorithm followed by a clear explanation of what a decision tree is. You’ll then learn the key terminologies used in decision trees and understand how the algorithm works step by step. Next, we dive into measuring the best split and how trees make predictions. The course also covers the advantages and disadvantages of using decision trees. Finally, you’ll see a practical demonstration, applying the algorithm to real data for better understanding.

Following are the topics covered in the Decision Tree Algorithm in Machine Learning

00:00:00 Introduction to Decision Tree Algorithm in Machine Learning
00:02:03 What is Decision Tree Algorithm?
00:02:54 Key Terminologies in Decision Trees
00:04:15 How Does a Decision Tree Work?
00:06:17 Measuring the “Best Split”
00:07:00 Prediction with a Decision Tree
00:07:39 Advantages and Disadvantages
00:08:15 Practical Demonstration in Decision Tree Algorithm in Machine Learning

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Dive into the future of AI with our Generative AI & Machine Learning course, in collaboration with E&ICT Academy, IIT Guwahati. Learn tools like ChatGPT, OpenAI, Hugging Face, Python, and more. Join masterclasses led by IITG faculty, engage in hands-on projects, and earn Executive Alumni Status.

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