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Bayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference

Posted By: hill0
Bayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference

Bayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference
by Cameron Davidson-Pilon

English | 2016 | ISBN: 0133902838 | 252 Pages | EPUB | 27 MB

Bayesian methods of inference are deeply natural and extremely powerful. 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. Now, though, Cameron Davidson-Pilon introduces Bayesian inference from a computational perspective, bridging theory to practice–freeing you to get results using computing power.