When I first learned programming, I was surprised how you hardly need any mathematics for anything. There are some exceptions, like video game engines. But thos

When I first learned programming, I was surprised how you hardly need any mathematics for anything. There are some exceptions, like video game engines. But those exceptions were not what 99% of software engineers were doing. But now machine learning is another such exception where non-trivial mathematics is important.