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1. Kmeans Algorithm

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2. Hirachical clustering

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Unlike Kmeans algrithm, Hirachical clustering or hcluster does not require a prior number of clusters. It iteratively merges (agglomerative or bottom up approach) into less and less clusters starting from each points being a cluster on its own, or separate the data point (divisive or top-down approach) to create more and more clusters starting from one clsuter containing all data points.

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a. Apply Hirachical cluster on the previously simulated dataset.

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2. Hierarchical clustering

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Unlike Kmeans algrithm, Hierarchical clustering or hcluster does not require a prior number of clusters. It iteratively merges (agglomerative or bottom up approach) into less and less clusters starting from each points being a cluster on its own, or separate the data point (divisive or top-down approach) to create more and more clusters starting from one clsuter containing all data points.

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a. Apply Hierarchical cluster on the previously simulated dataset.

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Further Readings

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Further Readings

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