Customer Segmentation using Clustering
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About this 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
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.
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Frequently Asked Questions
Will I receive a certificate upon completing this free course?
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.
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