A book you wish you could have read before getting started with Math

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I am pretty sure that there are a lot of knowledgeable and experienced people in the discipline of Math over here. You would have read lots of books to accumulate further learning and perspective regarding Math. Is there a book/books which you wished you could have read before starting to pursue mathematics? A book that would have dramatically changed the way you look at Math if you had a chance to read it before? I found this book for Physics and hope there is something like this for Math.

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Great books in this context are in my opinion:

  • Fuchs, Tabachnikov: A Mathematical Omnibus
  • Arnold: Catastrophe Theory
  • Harel: Computers Ltd
  • Arnold: Lectures and Problems - A Gift to Young Mathematicians.