felt this might help out a little, and get the thread back on topic before it gets canned,
http://www.ti.com/lit/ml/sloa083/sloa083.pdfits from texas instruments "op amps for everyone" and if you struggle at understanding op amps, it is a good place to start,
and i even get what the original poster was alluding too, an off the cuff (aka unstructured) video pointing out positives and negatives and importance of various functions in non-monotone voice, but i aslo agree with the flip side that the level of information you need to grasp (not that much is actually math) before you see why those parameters matter, and what you need to watch out for when designing circuits, e.g. common mode input voltage range bites a whole lot of new comers when they realise there 0.2V signal is too small for the op amp to even recognise,
there are also behavioural parameters, more commonly shown in a graph for transients, these are things like if it follows a QAD (quater amplitude decay generally known as the sweetspot for how long it is out of regulation) or its slew rate (how quickly it can change its output) and settling time for a given transient (generally give to a % meaning how long it took to become stable within that percentage)
seriously there is atleast a 10 minute video on just about each of them, and it is no easy task, but in truth a whole lot of it is based on understanding, with the math generally not passing much more than highschool algebra, though it is not uncommon for them to use symbols to represent a constnat (number), but that is generally not that hard to track down,
so read a book or 2, take in what you can and ask for help with the rest, after all that is one of the functions of a forum.