The Federal Estate Tax is a tax imposed on the transfer of the taxable estate of a deceased person, which includes the total value of their assets at the time of death. It is primarily aimed at wealthier individuals, with exemptions allowing smaller estates to avoid taxation, and is subject to various deductions and credits that can reduce the taxable amount.