Answer
She needs at least a 9.
Work Step by Step
We know that the equation for average is the sum of the scores over the number of quizzes. Thus, letting $x$ be the score she needs on the last quiz, we find:
$$ \frac{\left(8+3+5+10+x\right)}{5}=7\\ x+26=35\\ x=9$$