Could not find good video for EigenVectors and Nabla and all that shit. So incomprehension prevails.
There's more than enough texts on Linear Algebra that you should be able to find one that works for you, it is a very popular and widely taught topic.
Not so sure, the idea of "learning styles" (visual learners, etc) has widely been debunked.
But that's not the same as different types of explanations or different illustrations/animations may finally unlock the key (that "aha" moment) for different people.
E.g. many of us can instantly see trends and correlations in a illustrated graph rather than staring at a long list of numbers for hours. The so-called debunking of Learning Styles doesn't change why different re-arrangements of the same information can work better for comprehension or teaching.
Some may even use this to suggest a correlation where there is none.
https://www.youtube.com/watch?v=nmgFG7PUHfo - The Remarkable Story Behind The Most Important Algorithm Of All Time
In summary, FFT is just a "dynamic programming" version of Fourier Transforms, in that it's the same idea, just with avoiding repeating a lot of duplicated calculations.