Analysing the stock marketinvolves a lot of probability theory, which is very heavy on calculus.
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Calculus is a mathematical technique: it is not a unit or tool for measurement.
Calculus is the mathematics of trajectories. I would recommend a Calculus class as it is very difficult to understand independently.
Companies have profit functions that depend on the quantity of a product they produce. Using calculus, we can figure out how to maximize profit.
Calculus to produce Quantative data
Everything but notation. Newton calculus is a little under developed because of its once scarce use.