What is the difference between VA and PT?

Vulnerability Assessment
Penetration testing

Vulnerability Assessment is an approach used to find flaws in an application/network
It is the practice of finding exploitable vulnerabilities as a real attacker will do

It is like traveling on the surface
It is digging for gold.