Python for Finance: Analyze Big Financial Data

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definition of, Stochastic Processes


geometric Brownian motion, Geometric Brownian motion, Simulation of Financial


Models, Geometric Brownian Motion


importance of, Stochastics


jump diffusion, Jump diffusion, Simulation of Financial Models, Jump Diffusion


square-root diffusion, Square-root diffusion, Simulation of Financial Models, Square-


Root Diffusion


stochastic volatility model, Stochastic volatility


strings


documentation strings, Documentation


Python string class, Strings–Strings


selected string methods, Strings


string objects, Strings


structured arrays, Structured Arrays


Symbol class, Basics


symbolic computation


basics of, Basics


differentiation, Differentiation


equations, Equations


integration, Integration


SymPy library


benefits for symbolic computations, Differentiation


differentiation with, Differentiation


equation solving with, Equations


integration with, Integration


mathematical function definitions, Basics


Symbol class, Basics


syntax


benefits of Python for finance, Finance and Python Syntax–Finance and Python


Syntax


best practices, What Is Python?, Python Syntax


mathematical, Finance and Python Syntax


Python 2.7 vs. 3.x, Anaconda


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