17 books
Baby University is a 17-book series for ages 0–3 by Chris Ferrie. Each book stands alone — start anywhere.
Start anywhere — each book stands alone.
That said, Optical Physics for Babies and Quantum Physics for Babies are great first picks.
No particular order needed — browse and pick what catches your eye.