'Depths of the Sea' in the Bible

Was it not You who dried up the [Red] Sea,The waters of the great deep,Who made the depths of the sea a pathwayFor the redeemed to cross over?

He shall again have compassion on us;He will subdue and tread underfoot our wickedness [destroying sin’s power].Yes, You will cast all our sinsInto the depths of the sea.