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Category: Tutorial
Introduction to Bayesian Analysis in Python

Introduction to Bayesian Analysis in Python
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour 10M | 231 MB
Genre: eLearning | Language: English

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Category: Tutorial

Bayesian Statistics for Data Science

Bayesian Statistics for Data Science
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 22M | 33 MB
Genre: eLearning | Language: English

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Category: E-Book

Bayesian Reasoning in Data Analysis A Critical Introduction

Giulio D. Agostini, "Bayesian Reasoning in Data Analysis: A Critical Introduction"
2003 | pages: 351 | ISBN: 9812383565 | PDF | 16,1 mb

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Category: E-Book
Bayesian Learning for Neural Networks (Lecture Notes in Statistics)

Bayesian Learning for Neural Networks (Lecture Notes in Statistics) by Radford M. Neal
English | Aug. 9, 1996 | ISBN: 0387947248 | 195 Pages | PDF | 2 MB
Artificial "neural networks" are widely used as flexible models for classification and regression applications, but questions remain about how the power of these models can be safely exploited when training data is limited. This book demonstrates how Bayesian methods allow complex neural network models to be used without fear of the "overfitting" that can occur with traditional training methods.
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Category: E-Book

Case Studies in Bayesian Statistics Volume IV (Lecture Notes in Statistics) by Constantine Gatsonis
Case Studies in Bayesian Statistics: Volume IV (Lecture Notes in Statistics) by Constantine Gatsonis
English | Dec 4, 1998 | ISBN: 0387986405 | 435 Pages | PDF | 15 MB

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Category: E-Book
Bayesian Missing Data Problems: EM, Data Augmentation and Noniterative Computation

Bayesian Missing Data Problems: EM, Data Augmentation and Noniterative Computation by Ming T. Tan and Guo-Liang Tian
English | 2009 | ISBN: 142007749X | 344 pages | PDF | 2,8 MB
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