GitHub - dair-ai/Mathematics-for-ML: 🧮 A collection of resources to learn mathematics for machine learning

A collection of resources to learn mathematics for machine learning. This is probably the place you want to start. Pay close attention to the notation and get comfortable with it. Machine learning deals with data and in turn uncertainty which is what statistics aims to teach. Get comfortable with topics like estimators, statistical significance, etc.