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

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Unsupervised Learning: Clustering

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