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We all know that calculus courses such as 18.01 and 18.02 are univariate and vector calculus, respectively. Modern applications such as machine learning and large-scale optimization require the next ...

The basic calculus rules will be introduced and the relationship with the Ito integral will be detailed. Several applications will be presented. These include the use of the Clark-Ocone formula for an ...

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