Very nice "visual" introduction a topic that's usually treated very abstractly in math textbooks! If you'd like more of such a visual perspective on differential geometry, I recommend Tristan Needham's book [1].
[1]: https://press.princeton.edu/books/paperback/9780691203706/vi...