Bayesian Methods for Hackers (Ebook, PDF)

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The next generation of problems will not have deterministic solutions – the solutions will be statistical that rely on mountains, or mounds, of data. Bayesian methods offer a very flexible and extendible framework to solve these types of problems. For programming students with minimal background in mathematics, this example-heavy guide emphasizes the new technologies that have allowed the inference to be abstracted from complicated underlying mathematics. Using Bayesian Methods for Hackers , students can start leveraging powerful Bayesian tools right now — gradually deepening their theoretical knowledge while already achieving powerful results in areas ranging from marketing to finance.

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