Are Individuals are taxed on the amount of their income after deductions and exemptions are subtracted from gross income.?

The tax comes out with other things in the gross income. In some cases like with a IRA or tax shelter they come out first and then the taxes. In this way the tax is lower because it brings down the gross income.