Is it possible to read every book in Skyrim?

Yes

An easy way to accomplish this if you are on PC is to use a console command to take you to a room that contains every single item in the game, including a chest with all of the books in the game.

Use the following command to get to the room:

  • coc qasmoke

Use this command to exit the room:

  • coc whiterun

If you are on console you will have to do @Nelson method


Yes.

It's relatively simple. If your goal is to acquire all the books, there are book vendors that you can buy almost everything from, then it is a matter of using online resources to find the ones you are missing.