Bayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference by Cameron Davidson-Pilon (Paperback, 2015)

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However, most discussions of Bayesian inference rely on intensely complex mathematical analyses and artificial examples, making it inaccessible to anyone without a strong mathematical background. Davidson-Pilon begins by introducing the concepts underlying Bayesian inference, comparing it with other techniques and guiding you through building and training your first Bayesian model.

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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.

Product Identifiers

PublisherPearson Education (Us)
ISBN-139780133902839
eBay Product ID (ePID)213552478

Product Key Features

Number of Pages256 Pages
Publication NameBayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference
LanguageEnglish
SubjectComputer Science
Publication Year2015
TypeTextbook
AuthorCameron Davidson-Pilon
FormatPaperback

Dimensions

Item Height230 mm
Item Weight352 g
Item Width179 mm

Additional Product Features

Country/Region of ManufactureUnited States
Title_AuthorCameron Davidson-Pilon

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