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I am trying to get into ML in general and I am having a bit of a problem. I don't know what is what and I lack a basic trajectory. Fortunately I have all the mathematics prereqs so I can just jump in. What I need is some sort of up-to-date overview of everything ML so that I know what topics to study in which order. Does anyone know of such a thing?

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Yes. I would recommend the fast.ai course linked above. It covers all the essentials of deep learning and some classical machine learning. You'll have enough breadth of knowledge to know which areas you'd like to explore in more depth and all the skills you need to build practical projects.

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