Estate tax planning involves strategizing to minimize taxes on an individual's estate upon their death, ensuring that more of the estate's value is preserved for beneficiaries. This requires a comprehensive understanding of tax laws, exemptions, and the use of tools like trusts and gifting strategies to effectively manage and transfer wealth.