Discover Hidden Data Patterns: Master K-Means, Hierarchical Clustering, DBSCAN & E-Commerce Segmentation
What you will learn
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Understand the fundamentals of clustering and its applications in data science.
Implement K-Means clustering algorithm in Python step by step.
Master DBSCAN algorithm for density-based clustering techniques.
Explore Hierarchical Clustering and its real-world use cases.
Conduct unsupervised learning analysis to uncover hidden data patterns.
Visualize clusters effectively using Python libraries like Matplotlib.
Preprocess and prepare raw data for efficient clustering tasks.
Perform evaluation metrics to assess clustering performance accurately.
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