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Data Mining is a multideciplinary field touching important topics across machine learning, natural language processing, information retrieval, and optimisation. This lecture is delivered in the second semester at the Department of Computer Science, The University of Liverpool as master level module. This module requires undergraduate-level knowledge in linear algebra, calculus and probability theo