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Titlebook: Data Science Fundamentals for Python and MongoDB; David Paper Book 2018 David Paper 2018 Data Science.Simulation.Monte Carlo Simulation.Li

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Exploring Data,Chapter 5 to demonstrate how this works. Another topic is speed simulation. When working with large datasets, speed is of great importance. Big data is explored with a popular dataset used by academics and industry. Finally, Twitter and Web scraping are two important data sources for exploration.
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Complex Systems Design & Managementiteratively move toward a set of parameter values that minimize the function. Iterative minimization is achieved using calculus by taking steps in the negative direction of the function’s gradient. GD is important because optimization is a big part of machine learning. Also, GD is easy to implement, generic, and efficient (fast).
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