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How does one make an animation for parallax scrolling?

I saw this website and was completely inspired to try and recreate this using different images/animations, but I have absolutely no idea how this is done! Illustrator?

Doesn’t have to be 3D!

Any guidance would be hugely appreciated!

Here is my public share link: LINK
(how to access public share link)