The real prerequisite for machine learning isn't math, it's data analysis

When beginners get started with machine learning, the inevitable question is "what are the prerequisites? What do I need to know to get started?" You need to master math. A list like this is enough to intimidate anyone but a person with an advanced math degree. It's unfortunate, because I think a lot of beginners lose heart and are scared away by this advice.