The visa you need will depend on the type of study you want to do in the United States.
You must first apply and be accepted by a U.S. institution that is certified by the Student and Exchange Visitor Program (SEVP). Once accepted, you will receive a Form I-20 from the institution's international student office, which is a paper record of your information in the database called the Student and Exchange Visitor Information System (SEVIS).