I am not a complete beginner in the subject but I am not familiar with most of the linear algebra's topics. I have studied determinants and matrices, but I want to get a much deeper insight. I looked at the Axler's book and I like the way he teaches it, but I saw that there is some calculus involved in his book. I do not know calculus, but I think that it won't be a prerequisite for studying linear algebra. I would like a book that emphasizes both, the theory and applications of linear algebra. What are your recommendations?