Let A be $\ \begin{bmatrix} a & c \\ c & b\end{bmatrix} $ where $\ a,b,c, \in \mathbf R $
Prove $\ A $ eigen values are real numbers.
I guess it should be pretty straight forward so I just need to see what are solutions of characteristic polynomial which will be $\ |A - \lambda I| = (a-\lambda)(b - \lambda) - c^2 = 0 $ but Im not sure how do I prove the only possible values are in $\ \mathbf R $ .
$\ \lambda^2 - \lambda a - \lambda b + ab - c^2 = 0 $
Just solve the quadratic equation that you wrote and it will simplify to $λ = \frac{a+b\pm \sqrt{\left(a-b\right)^2+\left(2c\right)^2}}{2}$ from which you can see both roots are real numbers.
Edit: Write your quadratic equation as $\lambda ^2-\lambda \left(a+b\right)+ab-c^2=0$ . Now find roots using quadratic formula $\frac{-B\pm \sqrt{B^2-4AC}}{2A}$. Here $B=-(a+b)$ , $A=1$ and $C= ab-c^2$. Just substitute the values and simplify.