>Spending your precious life learning them is a waste

So you really did not learn them.

There is nothing wrong with being user. You don't have to know how compilers work to use compiler. But then you should not say you understand compilers.

In the same way, you probably would benefit from a book "Using deep learning", not "Understanding deep learning".