According to the Bible [change]
When Jesus had finished his ministry on Earth, he told his followers that he would provide "another Comforter" (helper), who would lead them, into truth (John 14:16), and would be their teacher to tell them things that Jesus had not told them, but that they needed to know to continue to live for God.
The second chapter of the book of Acts tells how on the 50th day after Passover (called Pentecost), and 10 days after Jesus ascended to Heaven, Jesus' followers were gathered at the feast. While they were praying, the Holy Spirit came upon them. They began to speak in other languages (tongues).
Holy Spirit baptism [change]
While most Christians believe that the Holy Spirit is in them from the time they become born again, in Pentecostal denominations, such as the Assemblies of God, it is believed that speaking in unknown tongues can still be an expression of the Holy Spirit, and that it is proof that a person has received the baptism of the Holy Spirit.