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okay so 3.2 weamp;#39;re kin weamp;#39;re continuing to work with kind of some basic concepts having to do with vectors in n space so an RN we can call it itamp;#39;s in this section that weamp;#39;re going to talk about the dot product which we already introduced in our preliminaries video but back then we only did it as an operation we said hereamp;#39;s how you take a dot product of two ordered n tuples or two vectors we didnamp;#39;t give any interpretation geometrically to what a dot product was and thatamp;#39;s because we needed to do some of the development that weamp;#39;ve done up until this point to make sense of that but now weamp;#39;re ready to kind of venture into that territory so before we get into dot products weamp;#39;re gonna talk about the norm of the vector in section 3.1 I was referring to the length of a vector when itamp;#39;s measured by an arrow like this or know represented by an arrow we were calling that the magnitude because thatamp;#39;s the