This lecture covers the Euclidean norm, its properties, and special cases, such as the norm calculation for n=1 and n=2. The instructor explains the positivity and homogeneity properties, as well as the triangle inequality. The lecture also delves into the consequences of the Cauchy-Schwarz inequality and provides examples of norm calculations for different scenarios.
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