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This lecture introduces the fundamental concepts of linear algebra, focusing on subspaces and their properties. The instructor explains how to determine if a given set of vectors forms a subspace by verifying three key properties. Through examples and explanations, students learn how to apply these properties to identify subspaces in various vector spaces.