Code is usually way more verbose than maths notation, so things get a lot bigger and it can be a lot harder to see what's going on. Learning maths notation is like learning the basic syntax of a programming language related to one you know already - there's not much to it and it doesn't take long to be able to read it comfortably. If you can already code then you know the basics and many relevant concepts already.
Longer preview of the book: https://minireference.com/static/excerpts/noBSguide_v5_previ... and here is another preview of the LA book: https://minireference.com/static/excerpts/noBSguide2LA_previ... Both books have been pretty popular with the programming crowd. They use standard math notation, but there are lots of code examples and computing analogies, so you'll feel right at home.
https://ocw.mit.edu/courses/electrical-engineering-and-compu...
solutions https://drive.google.com/drive/folders/0B4G5KBKimr07WXRlT0VK...
physical book https://www.amazon.com/Mathematics-Computer-Science-Eric-Leh...