Is this all the math that is required? If I know how to do basic linalg is that about what I need to know to be able to understand how LLMs work? My goal right

Is this all the math that is required? If I know how to do basic linalg is that about what I need to know to be able to understand how LLMs work? My goal right now is to build stuff on top of LLMs