No, it is not a pure substance.
Reason
Becuase a pure substance is a homogeneous material which contains particles of only one kind and has a definite set of properties. So it is a mixture.
Why it is a mixture?
Milk is a mixture becuase milk is separated by physical means, i.e. melting, boiling, distillation, filtration, etc.
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