I don't know about this book, but I highly recommend "Linear Algebra Done Right" by the same author. It is a very clear presentation of Linear Algebra. Although I would recommend it for someone who already took a first course on it.
After doing it both ways, I really appreciate introducing vector spaces and linear transformations before even touching matrices.