How to add to bash $PATH permanently on Linux

I am a new Linux and bash shell user. How do I permanently set $PATH on Linux? How can I permanently add a directory to shell PATH on Linux? You need to setup a variable called PATH. The search path for commands defined by $PATH shell variable. It is nothing but a colon-separated list of directories in which the shell looks for commands.