Answer:
No.
Step-by-step explanation:
Astrology is based on ancient mysticism; not an educated guess. Experience thus far has not provided any real, considerable evidence for astrology. It is at best a hypothesis.
Secondly, nothing can be proven by science. Even scientific laws and theories can later be found to be false. Science can only provide strong evidence for an idea, it cannot prove the idea to be true or false.