What you learn in Customer Segmentation using Clustering ?

Clustering Techniques like KMeans

DBSCAN

MeanShift

Agglomerative

About this Free Certificate Course

Clustering is the task of dividing the population or data points into a number of groups such that data points in the same groups are more similar to other data points in the same group than those in other groups. In simple words, the aim is to segregate groups with similar traits and assign them into clusters. In this course, the objective is to perform segmentation using clustering techniques for a given dataset of customers visiting a mall. Four different techniques will be applied and compared - KMeans, DBSCAN, MeanShift, and Agglomerative. There will be further discussions about algorithms alterations and their current developments.

Course Outline

Hierarchical Clustering

The section begins with a briefing on hierarchical clustering with cluster dendrogram. You will then gain knowledge on how to work with a problem statement for k-means with a demonstrated example to form a data cluster.

Introduction to Clustering

Clustering Techniques

Points to Ponder

KMeans

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Customer Segmentation using Clustering

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1.0 Hours

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Frequently Asked Questions

Will I get a certificate after completing this Customer Segmentation Using Clustering free course?

Yes, you will get a certificate of completion for Customer Segmentation Using Clustering after completing all the modules and cracking the assessment. The assessment tests your knowledge of the subject and badges your skills.

How much does this Customer Segmentation Using Clustering course cost?

It is an entirely free course from Great Learning Academy. Anyone interested in learning the basics of Customer Segmentation Using Clustering can get started with this course.

Is there any limit on how many times I can take this free course?

Once you enroll in the Customer Segmentation Using Clustering course, you have lifetime access to it. So, you can log in anytime and learn it for free online.

Can I sign up for multiple courses from Great Learning Academy at the same time?

Yes, you can enroll in as many courses as you want from Great Learning Academy. There is no limit to the number of courses you can enroll in at once, but since the courses offered by Great Learning Academy are free, we suggest you learn one by one to get the best out of the subject.

Why choose Great Learning Academy for this free Customer Segmentation Using Clustering course?

Great Learning Academy provides this Customer Segmentation Using Clustering course for free online. The course is self-paced and helps you understand various topics that fall under the subject with solved problems and demonstrated examples. The course is carefully designed, keeping in mind to cater to both beginners and professionals, and is delivered by subject experts. Great Learning is a global ed-tech platform dedicated to developing competent professionals. Great Learning Academy is an initiative by Great Learning that offers in-demand free online courses to help people advance in their jobs. More than 5 million learners from 140 countries have benefited from Great Learning Academy's free online courses with certificates. It is a one-stop place for all of a learner's goals.