*A*

*=*

**x***, the Fundamental Theorem of Linear Algebra, and everything about the following picture:*

**b**
Our goal is to deeply understand the matrix equation
*A* **x** = **b**, the Fundamental
Theorem of Linear Algebra, and everything about the
following picture: