Or

Email address

Password

Email address

Enter a valid email address

Loading...

Great Learning
Free Courses
Machine Learning

Introduction to Decision Trees

4.41

★

662 Learners

beginner img

Beginner

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.

Enrol for Free

What you learn in Introduction to Decision Trees ?

tick

Entropy

tick

Loss Function

tick

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.

Course Outline

Introduction to Decision Trees Part 1

Introduction to Decision Trees Part 2

What our learners say about the course

Find out how our platform helped our learners to upskill in their career.

4.41

★★★★ ★ ☆

Course Rating

★

★

★

★

★

67%

★

★

★

★

☆

23%

★

★

★

☆

☆

5%

★

★

☆

☆

☆

0%

★

☆

☆

☆

☆

5%

Introduction to Decision Trees

With this course, you get

Free lifetime access

Learn anytime, anywhere

1.0 Hours

of self-paced video lectures

UPGRADE Post Graduate Programs from Top Universities

>

10 Million+ learners

Success stories

Can Great Learning Academy courses help your career? Our learners tell us how.

The AI for Leaders program was thoughtfully designed to include a high level of exposure to experts practicing in the field. Each topic was covered in enough detail to build a solid knowledge base.

Chris Hegeman

Director of Marketing Analytics & Business Intelligence- Embedded Technology/ IoT

Dell, Inc, US

The learning experience was very enriching and the mentors and advisors were very supportive all along. I'm extremely glad I signed up for the program. I definitely got what I wanted from the program and strongly recommend it.

Javier R. Olaechea

Data Solution Integration Advisor

ExxonMobil, US

I found the Data science program to have the perfect combination of relevant content, flexibility, academic rigor, and practical content that allowed me to immediately put all into practice at work.

Gabriel Arbe

Director of Operations, Latin America

VMWARE, US

The AI for Leaders program has been a great learning experience with right levels of depth and breadth across the subject. It is a well administered program which enhanced my learning experience.

Raghavendra P Setty

Vice President

Charles Schwab & Co. In, US

I believe the AIML course is of high-quality, and all the instructors are highly prepared in every topic. I also believe our Mentor is doing a fantastic job every week, and his personal insights and additions to the materials are very valuable.

Gaston Alvarado Maza

Global Category Manager

Materion Corporation,US

The data science journey was full of intense learning, but the best experience I have had. I would be willing to do it over and over again. I will highly recommend it. Thank you The University of Texas and Great Learning!

Kati Laev

Customer Service Administrator

CMT Limited UK

The program was flexible and increased my understanding of AI and the processes for integrating it into business. I would highly recommend this program to business professionals who want to understand AI and its applicability in projects better.

Hugh Hanlon

Defense Research Analyst-Associate, Booz Allen Hamilton (United States)

Booz Allen, US

The AIML program has given me solid foundational knowledge around Python, AI, and ML. The program content was very well-curated, and it covered the right things in the right depth for a program like this.

Pertuso Dryonis

Sr. Advisor Applied Data Analytics, Hess Corporation (United States))

Hess, US

And thousands more such success stories..

Top Free Machine Learning Courses >

Free

Beginner

Free

Beginner

Free

Beginner

Free

Beginner

Related Machine Learning Courses

50% Average salary hike

Explore degree and certificate programs from world-class universities that take your career forward.

Personalized Recommendations

Placement assistance

Personalized mentorship

Detailed curriculum

Learn from world-class faculties

Personalized Recommendations

Placement assistance

Personalized mentorship

Detailed curriculum

Learn from world-class faculties

50% Average salary hike
MIT Professional Education

No Code AI and Machine Learning: Building Data Science Solutions

Learn from MIT Faculty

12 Weeks

Online

Know more
University of Texas - McCombs

PG Program in Artificial Intelligence and Machine Learning

DEDICATED CAREER SUPPORT

7 Months

Online

Know more
MIT Professional Education

Applied Data Science Program

DEDICATED CAREER SUPPORT

12 Weeks

Live Virtual

Know more

Popular Upskilling Programs

Explore new and trending free online courses

Prompt Engineering for ChatGPT

Prompt Engineering for ChatGPT

20.1K+ Learners Beginner

1.5 Hrs

Generative AI for beginners

Generative AI for beginners

18.7K+ Learners Beginner

1.5 Hrs

ChatGPT for Excel

ChatGPT for Excel

49.5K+ Learners Beginner

2.0 Hrs

Introduction to Neural Networks and Deep Learning

60.6K+ Learners Intermediate

2.5 Hrs

Getting Started with Gemini AI (Bard)

Getting Started with Gemini (Bard)

19.4K+ Learners Beginner

1.0 Hrs

Cyber Security Threats

Cyber Security Threats

25.3K+ Learners Beginner

1.5 Hrs

Data Visualization With Power BI

Data Visualization With Power BI

178.6K+ Learners Beginner

2.0 Hrs

Microsoft AzureEssentials

Microsoft Azure Essentials

13.5K+ Learners Beginner

1.0 Hrs

Relevant Career Paths >

About
Course Outline

Loading...

Loading...