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ABSTRACT
This is a research work on the importance and the application of linear algebra in machine learning. Great effort was devoted to ensure clarity of the underlying principles so that users will not misconstrue the use of linear algebra in machine learning. Linear algebra is a part of mathematics which includes vectors, matrices and linear transforms. It plays a key role on machine learning algorithms, data analysis and classification.