Hmm, that is interesting. Let me cite a book Geometric Algebra for Computer Science:

To understand the structure of the book, you need a better feeling for what geometric algebra is, and how it relates to more classical techniques such as linear algebra.

I followed first chapters of this book and it does not require any knowledge of Linear Algebra.