Fix Latex formatting issue for linear algebra notes (near row reduction section)
Add fragment of section on vector spaces, sub spaces, bases, dimension, etc.
linalg: Move augmented matrix up in the notes. Redo the first theorem in Row Equivalence section in terms of augmented matrices, since it's cleaner.