If you have already binded your DataSource to the DataGridView, you can set your cell style by setting each cell format like:
foreach (DataGridViewRow row in dataGridView1.Rows)
{
row.Cells["Debit"].Style.Format = "c";
row.Cells["Credit"].Style.Format = "c";
}
Make sure your value is numerical.