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This lecture covers the fundamentals of linear equations and matrices, including the definition of linear equations with real coefficients, systems of linear equations, representation of equations in 2D and 3D spaces, solutions to systems of equations, and the concept of infinite solutions or no solution. The lecture also explores the graphical representation of linear equations and the different scenarios that can arise when solving systems of equations.