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Hierarchical Clustering
Instructor:
Mr. Anirudh RaoHierarchical Clustering
2.1K+ learners enrolled so far
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Skills you will gain
Introduction to Hierarchical Clustering
Agglomerative Hierarchical Clustering
Euclidean Distance
Manhattan Distance
Minkowski Distance
Jaccard Index
Cosine Similarity
Optimal Number of Clusters
+3 More
Key Highlights

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About this course
Clustering is a very important part of machine learning that governs many applications that we have today. It is a concept that is widely used especially when we require the use of unsupervised learning techniques. Hierarchical clustering talks about how we could go on to pick up multiple data points and combine or separate them into individual clusters containing similar characteristics. Since it is very important for all you machine learning enthusiasts to understand this in detail, we here at Great Learning have come up with this course to help you get started with hierarchical clustering and to understand it completely.
Course outline
Introduction to Hierarchical Clustering
Types of Hierarchical Clustering
Agglomerative Hierarchical Clustering
Euclidean and Manhattan Distance
Minkowski Distance and Jaccard Index
Cosine Similarity
Optimal Number of Clusters
Hierarchical Clustering Summary
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Hierarchical Clustering
4.52
1.5 Hours
Intermediate
2.1K+ learners enrolled so far

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What our learners enjoyed the most
Skill & tools
67% of learners found all the desired skills & tools
Our course instructor

Mr. Anirudh Rao
Machine Learning Expert


Frequently Asked Questions
Will I receive a certificate upon completing this free course?
Is this course free?
What is hierarchical clustering and how does it work?
Definition- Hierarchical clustering is also known as HCA or hierarchical cluster analysis. Hierarchical clustering is associated with data mining and statistics, which means that it is an algorithm that groups all the similar types of objects, and then it groups these objects, and is called clusters. Hierarchical cluster analysis is a method of cluster analysis in which a hierarchy of clusters is being built up. The best part of hierarchical clustering is the endpoint, as the endpoint is the set of clusters in which each cluster is different and distinct from each other, but the objects present inside these clusters are similar and same to each other.
Working of hierarchical clustering-
The best part of hierarchical clustering is the way it works. Hierarchical clustering first starts working by taking each observation as a distinct and separate cluster. After this step, it repeats the following steps:
Step 1- It identifies two clusters that are nearest and closest to each other.
Step 2- It operates by merging two similar kinds of clusters.
This process keeps on going until all the clusters are merged together.
What is hierarchical clustering used for?
The hierarchical clustering method is mainly used for analyzing the social network of the data. In this method, clusters are compared with each other based on similarity.
How do you interpret hierarchical clustering?
The main point of interpretation of hierarchical clustering is to analyze the clusters and then join them together.
Will I get a certificate after completing this Hierarchical Clustering free course?
Yes, you will get a certificate of completion for Hierarchical 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 Hierarchical Clustering course cost?
It is an entirely free course from Great Learning Academy. Anyone interested in learning the basics of Hierarchical 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 Hierarchical 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 Hierarchical Clustering course?
Great Learning Academy provides this Hierarchical 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.
What are the steps to enroll in this Hierarchical Clustering course?
Enrolling in any of the Great Learning Academy’s courses is just one step process. Sign-up for the course, you are interested in learning through your E-mail ID and start learning them for free online.
Will I have lifetime access to this free Hierarchical Clustering course?
Yes, once you enroll in the course, you will have lifetime access, where you can log in and learn whenever you want to.
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