How Much Math Do You Need to Learn ML?

For people who don't come from a mathematical background, math can be a big hurdle for following and learning ML. Recently, I came across this:

(more about Summer Schools later, in the mean time: I highly recommend)

I saw this gem:

The Source material is here and it has a bunch of reasonable resources. Wish the chart was backed up by something more quantitate though.