"MapReduce Implementation of Variational Bayesian Probabilistic Matrix Factorization Algorithm". In: IEEE Conference on Big Data. pp 145-152. 2013

Dean J. and Ghemawat S. "MapReduce: Simplified Data Processing on Large Clusters". Communications of the ACM 51 (1). 107-113

https://github.com/jeffreybreen/tutorial-rmr2-airline/blob/master/R/1-wordcount.R

Chowdhury M., Das T., Dave A., Franklin M.J., Ma J., McCauley M., Shenker S., Stoica I., and Zaharia M. "Resilient Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster Computing". NSDI 2012. 2012

*Amazon Elastic Compute Cloud (EC2) User Guide*, Kindle e-book by Amazon Web Services, updated April 9, 2014Spark documentation for AWS at http://spark.apache.org/docs/latest/ec2-scripts.html

AWS documentation for Spark at http://aws.amazon.com/elasticmapreduce/details/spark/

Microsoft Virtual Academy website at http://www.microsoftvirtualacademy.com/training-courses/getting-started-with-microsoft-azure-machine-learning...

#### Learning Bayesian Models with R

##### By :

#### Learning Bayesian Models with R

##### By:

#### Overview of this book

Table of Contents (16 chapters)

Learning Bayesian Models with R

Credits

About the Author

About the Reviewers

www.PacktPub.com

Preface

Free Chapter

Introducing the Probability Theory

The R Environment

Introducing Bayesian Inference

Machine Learning Using Bayesian Inference

Bayesian Regression Models

Bayesian Classification Models

Bayesian Models for Unsupervised Learning

Bayesian Neural Networks

Bayesian Modeling at Big Data Scale

Index

Customer Reviews