The video tutorial explains how to download and install Docker packages on CentOS. It covers selecting the appropriate Linux flavor, downloading RPM packages from the Docker repository, and installing them using Yum. The tutorial also guides on starting the Docker service with systemctl and verifying its status to ensure it is running correctly.

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