What are some resources one can check out to start increasing their understanding of these, starting from roughly zero?
Edit: I took a look at some of the other books people recommended and they seem more advanced, this book is easier than them and probably better for someone without an EE background. I am not sure how to best learn electronics (I learned from The Art of Electronics, but that is probably not the easiest way to learn, and probably overkill for just learning how motors work.)
[0]: https://www.amazon.com/Electric-Motors-Drives-Fundamentals-A...
http://info.ee.surrey.ac.uk/Workshop/advice/coils/force.html
This was the book we used in undergraduate, It was quite readable as I remember.