'Praise God' in the Bible

And when He was now getting near Jerusalem, and descending the Mount of Olives, the whole multitude of the disciples began in their joy to praise God in loud voices for all the mighty deeds they had witnessed.

How then does the matter stand? I will pray in spirit, and I will pray with my understanding also. I will praise God in spirit, and I will praise Him with my understanding also.