I’ll assume that it is Japanese Knotweed and not actually bamboo.  This is a difficult plant to get rid of.  it will require cutting and spraying with Round-Up.  HERE’S a link that describes the process.  Constant vigilance and re-treating will be necessary since it is so difficult to control.