DON'T know these Machine Learning Resources? You're missing out!

Machine Learning mostly requires the fundamental understanding of Linear Algebra, Statistics and Probability. While you can learn how to use all the advanced libraries to accomplish your ML tasks, once something breaks you won't be able to fix it. Even worse, you won't be able to understand any new studies being done in the field, since to understand them, you will need a somewhat deep understanding of mathematics. Also, you won't be able to conduct your own studies or play around with mathematical ML concepts. This being a very huge topic, it is somewhat hard to find good resources which explain the content properly.