How does someone become a Muslim?

To convert to Islam and become a Muslim a person needs to pronounce the below testimony with conviction and understanding its meaning (This article talks about joining Islam in more detail)

I testify “La ilah illa Allah, Muhammad rasoolu Allah.”

The translation of which is:

“I testify that there is no true god (deity) but God (Allah), and that Muhammad is a Messenger (Prophet) of God.”