I think intro to machine learning https://www.udacity.com/courses/ud120 is the prerequisite to this course
On the other hand, some months ago I watched the ML course by Andrew Ng, and I still did not understand how to test a simple linear regression for myself, so I did not really understand it, and stopped watching the course.
It's more about understanding than "learning tools."