Your question is Scale to Billions of Points. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
How would you speed up your ML pipeline when you are dealing with billions of data points, and what tradeoffs would you consider?