I mean, it's no replacement for learning something rigorously, but I still find little snippets like this helpful for building intuition. Frankly, I'm not really great at rigor myself, and for areas that aren't my areas of expertise (like signals & systems), intuition is all I really have to go off of. I took undergrad signals & systems years ago and probably could not say anything coherent about the Fourier transform today. Still had enough intuition kicking around somewhere to get the SNR of this ADC signal down via oversampling and an IIR filter, though. I remember churning through blog posts for things like PID loops and Kalman filters as a teen, and eventually got to the point where I kinda understood them. But then when it came time to actually learning them, having that small bit of background helped immensely, since I didn't have to build that basic intuition in the span of a single semester course.