Unsupervised Learning: Clustering by upGrad
This course will help you master Clustering in Unsupervised Learning, covering basics, K-Means, Hierarchical Clustering, and more
Skills you will learn!
Curriculum
3 Topics
Types of Clustering Algorithms
Application in Python
Segmentation
3 Topics
The steps in the K-Means algorithm
Graphically visualise the steps of K-Means algorithm
Practical considerations while using the K-Means algorithm
4 Topics
Data preparation
How to make the clusters
Decide the optimal number of clusters
How to interpret the results
4 Topics
Hierarchical clustering algorithm
Interpreting the dendrogram
Cutting the dendrogram
Types of linkages
4 Topics
K-Mode Clustering
K-Prototype
DB Scan Clustering
Gaussian Mixture Model
Unsupervised Learning: Clustering
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