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I am reading a book on field theory and found the definition of normal extension of a field and I found that it is just like the definition of a splitting field of a polynomial over a field. So I can't find the reason why we need to study two things while they are same. Please reply.

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These are close concepts, but not the same. The two are equivalent only for finite extensions. There are however infinite normal extensions. See here.

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