1000+ Courses for Free

check circle outline
In-demand skills & tools
access time
1000+ free courses
trending up
Free life time Access
  1. Great Learning
  2. Free Courses
  3. Machine Learning

Earn a certificate & get recognized

Introduction to Decision Trees

Learn decision tree from basics in this free online training. Decision tree course is taught hands-on by experts. Learn about introduction to decision tree along with examples of decision tree & lot more.

Beginner

Level

1.5 Hrs

Learning hours

908

Learners

Enroll free with email

Skills you will learn

Entropy
Loss Function
Information Gain

About this Course

Tree-based models are really important in the field of machine learning because we can perform both regression and classification with them. In this course, we shall comprehensively learn about tree based models. We shall start off by looking at the decision tree structure. Then we shall learn about concepts such as Gini Index, Entropy, Loss Function and Information Gain. Finally, we shall also look at some advantages and disadvantages of decision trees. Overall, this course will get you started with all the fundamentals about the tree based models.

Check out our PG Course in Machine learning Today.

Why upskill with us?

check circle outline
1000+ free courses
trending up
In-demand skills & tools
access time
Free life time Access

Course Outline

Introduction to Decision Trees Part 1
Introduction to Decision Trees Part 2

Introduction to Decision Trees

4.45
average rating

Ratings

1.5 Hrs

Learning hours

Beginner

Level

908

Learners

Enroll free with email

Trusted by 10 Million+ Learners globally

star

4.8
star

4.89
star

4.94
star

4.7

Become a Skilled Professional with Pro Courses

Gain work-ready skills with guided projects, top faculty and AI tools, all at an affordable price.

Popular
Microsoft Courses
Data Science & ML
IT & Software
Cloud Computing
Cyber Security
Management
AI & Generative AI
img icon PRO
Master Data Analytics in Excel
partner logo
2 projects
Master Data Analytics in Excel
5.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Python programming
51 coding exercises 3 projects
Master Python programming
11.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
ChatGPT for Working Professionals
2 projects
ChatGPT for Working Professionals
12 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Excel Training: Beginners to Advanced
partner logo
2 projects
Excel Training: Beginners to Advanced
10 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Data Visualization with PowerBI
partner logo
1 project
Data Visualization with PowerBI
7.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Data Science & Machine Learning in Python
136 coding exercises 6 projects
Master Data Science & Machine Learning in Python
17 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Generative AI
10 coding exercises 3 projects
Master Generative AI
9 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Data Analytics in SQL
39 coding exercises 2 projects
Master Data Analytics in SQL
5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Data Analytics in Excel
partner logo
2 projects
Master Data Analytics in Excel
5.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Azure Cloud Essentials
partner logo
1 project
Azure Cloud Essentials
9.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Excel Training: Beginners to Advanced
partner logo
2 projects
Excel Training: Beginners to Advanced
10 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Data Visualization with PowerBI
partner logo
1 project
Data Visualization with PowerBI
7.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Data Analytics in SQL & Excel
partner logo
39 coding exercises 4 projects
Master Data Analytics in SQL & Excel
8.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Machine Learning Essentials with Python
1 coding exercise 1 project
Machine Learning Essentials with Python
12 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Data Science & Machine Learning in Python
136 coding exercises 6 projects
Master Data Science & Machine Learning in Python
17 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Data Visualization with PowerBI
partner logo
1 project
Data Visualization with PowerBI
7.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Hands-On Data Science Using Python
1 coding exercise 1 project
Hands-On Data Science Using Python
12.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Statistics for Data Science & Analytics
40 coding exercises 3 projects
Statistics for Data Science & Analytics
3.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Tableau Data Visualization Essentials
1 project
Tableau Data Visualization Essentials
8.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Data Analytics in Excel
partner logo
2 projects
Master Data Analytics in Excel
5.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Practical SQL Training
8 coding exercises 2 projects
Practical SQL Training
7 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Learn C++ Programming for Beginners to Advanced
2 projects
Learn C++ Programming for Beginners to Advanced
8.1 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Data Structures and Algorithms with C++
2 projects
Data Structures and Algorithms with C++
9.17 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Learn C Programming from Scratch
2 projects
Learn C Programming from Scratch
10 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Applied Data Structures & Algorithms in Java
2 projects
Applied Data Structures & Algorithms in Java
14 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Version Control using Git and GitHub
1 project
Version Control using Git and GitHub
5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
TypeScript for Modern Development
1 project
TypeScript for Modern Development
3.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Operating Systems & Networking Essentials
Operating Systems & Networking Essentials
6.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Advanced JavaScript Development
2 projects
Advanced JavaScript Development
4.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
React Essentials and Advanced Concepts
1 project
React Essentials and Advanced Concepts
7.12 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Python programming
51 coding exercises 3 projects
Master Python programming
11.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Excel Training: Beginners to Advanced
partner logo
2 projects
Excel Training: Beginners to Advanced
10 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Java Programming
3 projects
Master Java Programming
16.05 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Data Analytics in SQL & Excel
partner logo
39 coding exercises 4 projects
Master Data Analytics in SQL & Excel
8.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Data Analytics in SQL
39 coding exercises 2 projects
Master Data Analytics in SQL
5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Front End Web Development Essentials
1 project
Front End Web Development Essentials
10 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Azure Cloud Essentials
partner logo
1 project
Azure Cloud Essentials
9.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Hands-on AWS Cloud Training Essentials
partner logo
1 project
Hands-on AWS Cloud Training Essentials
9 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Cloud Computing Essentials
Cloud Computing Essentials
4.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
AWS Cloud Practitioner Essentials
partner logo
AWS Cloud Practitioner Essentials
2 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Cloud Security and IAM Essentials
1 project
Cloud Security and IAM Essentials
5.16 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Azure Managed Services and Operations
1 project
Azure Managed Services and Operations
5.24 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
AWS Cloud Computing Essentials
1 project
AWS Cloud Computing Essentials
6.15 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Ethical Hacking Techniques
2 projects
Ethical Hacking Techniques
7 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Cloud Security Practices
1 project
Cloud Security Practices
4.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Penetration Testing and Ethical Hacking
2 projects
Penetration Testing and Ethical Hacking
4.17 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Application & Network Security Essentials
1 project
Application & Network Security Essentials
4.41 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Cybersecurity for Beginners: Digital Security Essentials
1 project
Cybersecurity for Beginners: Digital Security Essentials
7.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Risk and Threat Management Strategy
1 project
Risk and Threat Management Strategy
5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Mastering Digital Marketing
2 projects
Mastering Digital Marketing
9.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Marketing Management & Strategy
2 projects
Marketing Management & Strategy
6.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Data‑Driven Product Management
2 projects
Data‑Driven Product Management
12 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Effective Content Marketing
1 project
Effective Content Marketing
9 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Lead Generation & Conversions in Digital Marketing
2 projects
Lead Generation & Conversions in Digital Marketing
9 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
User Engagement and Retention
1 project
User Engagement and Retention
7.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Human Resource Management: From Strategy to Execution
1 project
Human Resource Management: From Strategy to Execution
10 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Prompt Engineering Essentials with AWS
partner logo
Prompt Engineering Essentials with AWS
1.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
AWS Generative AI for Leaders
partner logo
AWS Generative AI for Leaders
2 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Generative AI
10 coding exercises 3 projects
Master Generative AI
9 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Artificial Intelligence
18 coding exercises 3 projects
Master Artificial Intelligence
12.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
ChatGPT for Working Professionals
2 projects
ChatGPT for Working Professionals
12 hrs video content

View Course

icon

Included with Pro+ Subscription

Popular

img icon PRO
Master Data Analytics in Excel
partner logo
2 projects
Master Data Analytics in Excel
5.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Python programming
51 coding exercises 3 projects
Master Python programming
11.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
ChatGPT for Working Professionals
2 projects
ChatGPT for Working Professionals
12 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Excel Training: Beginners to Advanced
partner logo
2 projects
Excel Training: Beginners to Advanced
10 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Data Visualization with PowerBI
partner logo
1 project
Data Visualization with PowerBI
7.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Data Science & Machine Learning in Python
136 coding exercises 6 projects
Master Data Science & Machine Learning in Python
17 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Generative AI
10 coding exercises 3 projects
Master Generative AI
9 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Data Analytics in SQL
39 coding exercises 2 projects
Master Data Analytics in SQL
5 hrs video content

View Course

icon

Included with Pro+ Subscription

Microsoft Courses

img icon PRO
Master Data Analytics in Excel
partner logo
2 projects
Master Data Analytics in Excel
5.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Azure Cloud Essentials
partner logo
1 project
Azure Cloud Essentials
9.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Excel Training: Beginners to Advanced
partner logo
2 projects
Excel Training: Beginners to Advanced
10 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Data Visualization with PowerBI
partner logo
1 project
Data Visualization with PowerBI
7.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Data Analytics in SQL & Excel
partner logo
39 coding exercises 4 projects
Master Data Analytics in SQL & Excel
8.5 hrs video content

View Course

icon

Included with Pro+ Subscription

Data Science & ML

img icon PRO
Machine Learning Essentials with Python
1 coding exercise 1 project
Machine Learning Essentials with Python
12 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Data Science & Machine Learning in Python
136 coding exercises 6 projects
Master Data Science & Machine Learning in Python
17 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Data Visualization with PowerBI
partner logo
1 project
Data Visualization with PowerBI
7.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Hands-On Data Science Using Python
1 coding exercise 1 project
Hands-On Data Science Using Python
12.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Statistics for Data Science & Analytics
40 coding exercises 3 projects
Statistics for Data Science & Analytics
3.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Tableau Data Visualization Essentials
1 project
Tableau Data Visualization Essentials
8.5 hrs video content

View Course

icon

Included with Pro+ Subscription

IT & Software

img icon PRO
Master Data Analytics in Excel
partner logo
2 projects
Master Data Analytics in Excel
5.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Practical SQL Training
8 coding exercises 2 projects
Practical SQL Training
7 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Learn C++ Programming for Beginners to Advanced
2 projects
Learn C++ Programming for Beginners to Advanced
8.1 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Data Structures and Algorithms with C++
2 projects
Data Structures and Algorithms with C++
9.17 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Learn C Programming from Scratch
2 projects
Learn C Programming from Scratch
10 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Applied Data Structures & Algorithms in Java
2 projects
Applied Data Structures & Algorithms in Java
14 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Version Control using Git and GitHub
1 project
Version Control using Git and GitHub
5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
TypeScript for Modern Development
1 project
TypeScript for Modern Development
3.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Operating Systems & Networking Essentials
Operating Systems & Networking Essentials
6.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Advanced JavaScript Development
2 projects
Advanced JavaScript Development
4.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
React Essentials and Advanced Concepts
1 project
React Essentials and Advanced Concepts
7.12 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Python programming
51 coding exercises 3 projects
Master Python programming
11.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Excel Training: Beginners to Advanced
partner logo
2 projects
Excel Training: Beginners to Advanced
10 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Java Programming
3 projects
Master Java Programming
16.05 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Data Analytics in SQL & Excel
partner logo
39 coding exercises 4 projects
Master Data Analytics in SQL & Excel
8.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Data Analytics in SQL
39 coding exercises 2 projects
Master Data Analytics in SQL
5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Front End Web Development Essentials
1 project
Front End Web Development Essentials
10 hrs video content

View Course

icon

Included with Pro+ Subscription

Cloud Computing

img icon PRO
Azure Cloud Essentials
partner logo
1 project
Azure Cloud Essentials
9.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Hands-on AWS Cloud Training Essentials
partner logo
1 project
Hands-on AWS Cloud Training Essentials
9 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Cloud Computing Essentials
Cloud Computing Essentials
4.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
AWS Cloud Practitioner Essentials
partner logo
AWS Cloud Practitioner Essentials
2 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Cloud Security and IAM Essentials
1 project
Cloud Security and IAM Essentials
5.16 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Azure Managed Services and Operations
1 project
Azure Managed Services and Operations
5.24 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
AWS Cloud Computing Essentials
1 project
AWS Cloud Computing Essentials
6.15 hrs video content

View Course

icon

Included with Pro+ Subscription

Cyber Security

img icon PRO
Ethical Hacking Techniques
2 projects
Ethical Hacking Techniques
7 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Cloud Security Practices
1 project
Cloud Security Practices
4.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Penetration Testing and Ethical Hacking
2 projects
Penetration Testing and Ethical Hacking
4.17 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Application & Network Security Essentials
1 project
Application & Network Security Essentials
4.41 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Cybersecurity for Beginners: Digital Security Essentials
1 project
Cybersecurity for Beginners: Digital Security Essentials
7.5 hrs video content

View Course

icon

Included with Pro+ Subscription

Management

img icon PRO
Risk and Threat Management Strategy
1 project
Risk and Threat Management Strategy
5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Mastering Digital Marketing
2 projects
Mastering Digital Marketing
9.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Marketing Management & Strategy
2 projects
Marketing Management & Strategy
6.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Data‑Driven Product Management
2 projects
Data‑Driven Product Management
12 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Effective Content Marketing
1 project
Effective Content Marketing
9 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Lead Generation & Conversions in Digital Marketing
2 projects
Lead Generation & Conversions in Digital Marketing
9 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
User Engagement and Retention
1 project
User Engagement and Retention
7.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Human Resource Management: From Strategy to Execution
1 project
Human Resource Management: From Strategy to Execution
10 hrs video content

View Course

icon

Included with Pro+ Subscription

AI & Generative AI

img icon PRO
Prompt Engineering Essentials with AWS
partner logo
Prompt Engineering Essentials with AWS
1.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
AWS Generative AI for Leaders
partner logo
AWS Generative AI for Leaders
2 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Generative AI
10 coding exercises 3 projects
Master Generative AI
9 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
Master Artificial Intelligence
18 coding exercises 3 projects
Master Artificial Intelligence
12.5 hrs video content

View Course

icon

Included with Pro+ Subscription

img icon PRO
ChatGPT for Working Professionals
2 projects
ChatGPT for Working Professionals
12 hrs video content

View Course

icon

Included with Pro+ Subscription

Subscribe to Academy Pro+ & get exclusive features

$25/month

No credit card required

pro banner image

Learn from 40+ Pro courses

pro banner image

Access 500+ certificates for free

pro banner image

Practice coding exercises & guided projects

pro banner image

Prep with AI mock interviews & resume builder

Recommended Free Machine Learning courses

img icon FREE
Google Colab Python
star   4.52 14.8K+ learners
Google Colab Python
1 hr

View Course

img icon FREE
Model Deployment in R
1.5K+ learners
Model Deployment in R
1 hr

View Course

img icon FREE
Decision Tree
star   4.43 3.5K+ learners
Decision Tree
1.5 hrs

View Course

Related Machine Learning Courses

50% Average salary hike
Explore degree and certificate programs from world-class universities that take your career forward.
Personalized Recommendations
checkmark icon
Placement assistance
checkmark icon
Personalized mentorship
checkmark icon
Detailed curriculum
checkmark icon
Learn from world-class faculties

Popular Topics to Explore

Free ChatGPT Courses
Free AI Courses
Free Data Science Courses
Free Microsoft Excel Courses
Free Python Courses
Free Machine Learning Courses
Free Cybersecurity Courses
Free SQL Courses

Relevant Career Paths >

Enroll for Free