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Association rule mining and SOM

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Select and critique an appropriate clustering algorithm for building a model using un-supervised learning. Your answer should include either a description or pseudo-code of how the algorithm works, input and output limitations, pros, cons, hyper-parameters that require optimisation and types of suitable applications.

Identify key challenges in Association Rule Mining and contrast how the Apriori and FP-Tree algorithms address these challenges

Describe a use case for a SOM (self-organizing map) in speech recognition

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