I want to study MS or Ph.D (chemistry) in abroad like US. What is the procedure of the same?

Write GRE and present your statement of purpose to the concerned colleges you want to secure admission in. Often, the GRE subject test gives an added advantage to your proposal.

First, you need to qualify TOEFL or IELTS exam. For USA, you need to qualify TOEFL.