Revolution ConfidentialR evolution R :100% R and MoreP res ented by:David S mith @ revodavidV P Marketing and C ommunityR ...
Revolution ConfidentialP oll Ques tion    Which stats package do you use                 most?
Marc h 13, 2013: Welc ome!                               Revolution Confidential Thanks for coming. Slides and replay av...
In today’s webc as t:                 Revolution Confidential About Revolution Analytics and R How Revolution R Enterpri...
Revolution Confidential      Revolution Analytics is the leading commercial         provider of software and support for t...
What is R ?                          Download the White PaperConfidential                                            R is ...
R is exploding in popularity andfunc tionality                                                                       Revol...
A Vibrant R Us er    More: The R EcosystemC ommunity          bit.ly/R-ecosystem                               Revolution ...
R evolution A nalytic sS c ales R to the E nterpris e                     Revolution Confidential                         ...
R evolution R E nterpris e                                                      Revolution ConfidentialHigh P erformanc e,...
R evolution R E nterpris e:                                       Revolution ConfidentialPerformance Enhancements         ...
Revolution ConfidentialR evolution R E nterpris e       Productivity                                              12
T he s tandard R interfac e   Revolution Confidential                                               13
DevelopR Integrated Development E nvironment                                                                              ...
Revolution ConfidentialR evolution R E nterpris e       Performance                                              15
P erformanc e: Multi-threaded Math                                                               Revolution ConfidentialOp...
Revolution ConfidentialR evolution R E nterpris eBig Data Analysis with ScaleR                                            ...
R evoS c aleR brings the power ofB ig Data to R                                               Revolution ConfidentialParal...
S c aleR A ddres s es P erformanc e andC apac ity L imitations of Open S ourc e R                                        R...
High P erformanc e B ig Data A nalytic s withS c aleR                                                 Revolution Confident...
R evolution R E nterpris e S c aleR :                                            Revolution Confidential    High P erforma...
R evolution R E nterpris e S c aleR :                                                    Revolution Confidential    High P...
Revolution ConfidentialR evolution R E nterpris e  Enterprise Deployment                                              23
C reate c us tom, on-demand analytic s applic ations                                            Revolution ConfidentialS o...
R evolution R E nterpris e DeployRintegrates R with applic ations                                                Revolutio...
R evolution R             Revolution ConfidentialE nterpris eA rc hitec tureUse a connected MPPserver or cluster for: Dat...
C onnec tR for Hadoop: S tream data from                                    Revolution ConfidentialHadoop to R evolution R...
Revolution Confidential On-Call Technical Support Consulting   Migration | Analytics | Applications | Validation Train...
Revolution ConfidentialP oll Ques tion     What interests you most about      Revolution R Enterprise?
Why c us tomers c hoos e R evolution RE nterpris e                             Revolution Confidential     INNOVATION     ...
T hank You!                                  Revolution Confidential Download slides, replay   http://bit.ly/YbfQo1 Res...
T hank you.                                                                      Revolution Confidential           The lea...
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Revolution R Enterprise: 100% R and More (14 Mar 2013)

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Revolution R Enterprise: 100% R and More (14 Mar 2013)

  1. 1. Revolution ConfidentialR evolution R :100% R and MoreP res ented by:David S mith @ revodavidV P Marketing and C ommunityR evolution A nalytic s
  2. 2. Revolution ConfidentialP oll Ques tion Which stats package do you use most?
  3. 3. Marc h 13, 2013: Welc ome! Revolution Confidential Thanks for coming. Slides and replay available (soon) at:  http://bit.ly/YbfQo1 David Smith VP Marketing & Community, Revolution Analytics Editor, Revolutions blog http://blog.revolutionanalytics.com Twitter: @revodavid 3
  4. 4. In today’s webc as t: Revolution Confidential About Revolution Analytics and R How Revolution R Enterprise enhances R Resources for getting more from R Q&A 4
  5. 5. Revolution Confidential Revolution Analytics is the leading commercial provider of software and support for the open-source R statistical computing languageR evolution R E nterpris e is  Enterprise-ready  Multi-platform  Scalable from desktop to big data  Delivers high performance analytics  Easier to build and deploy analytic applications 5
  6. 6. What is R ? Download the White PaperConfidential R is Hot Revolution bit.ly/r-is-hot Data analysis software A powerful programming language  Development platform designed by and for statisticians A complete environment  Huge library of algorithms for data access, data manipulation, analysis and graphics An open-source software project  Free, open, and active A vibrant community  Thousands of contributors, 2 million users  Resources and help in every domain 6
  7. 7. R is exploding in popularity andfunc tionality Revolution Confidential “I’ve been astonished by the rate at which R has been adopted. Four years ago, everyone in my economics department [at the University of Chicago] was using Stata; now, as far as I can tell, R is the standard tool, and students learn it first.” Deputy Editor for New Products at Forbes “A key benefit of R is that it provides near- instant availability of new and experimental methods created by its user base — without waiting for the development/release cycle of commercial software. SAS recognizes the value of R to our customer base…” Product Marketing Manager SAS Institute, Inc Source: http://r4stats.com/popularity; “Why R is a name to know in 2011”, Forbes; number of packages is now 4,250 7
  8. 8. A Vibrant R Us er More: The R EcosystemC ommunity bit.ly/R-ecosystem Revolution Confidential Local R User Groups (93) Groups (102) 8
  9. 9. R evolution A nalytic sS c ales R to the E nterpris e Revolution Confidential Revolution R Enterprise Power  Distributed high Power performance analytics Productivity  Build & deploy analytics applications easily Productivity Enterprise Enterprise Readiness Readiness  Enterprise landscape  Full-service customer support, consulting and training 9
  10. 10. R evolution R E nterpris e Revolution ConfidentialHigh P erformanc e, Multi-P latform A nalytic s P latform Revolution R Enterprise DevelopR DeployR Integrated Development Web Services Environment ScaleR High Performance Big Data Analytics RevoR Performance Enhanced Open Source R Open Source R packages PlatformR Parallel Distributed Computing IBM/Netezza, IBM/Platform LSF, MS HPC Server, MS Azure Burst ConnectR High Speed Connectors HDFS, Hbase, ODBC, SAS 10
  11. 11. R evolution R E nterpris e: Revolution ConfidentialPerformance Enhancements Enterprise Performance DeploymentGreater Productivity & Ease of Use Open SourceTackle “Big Data” Technical Productivity SupportIT-Friendly Enterprise Deployment Training Big & Consulting Data AnalysisOn-Call Experts 11
  12. 12. Revolution ConfidentialR evolution R E nterpris e Productivity 12
  13. 13. T he s tandard R interfac e Revolution Confidential 13
  14. 14. DevelopR Integrated Development E nvironment Revolution Confidential Script with type ahead and code Solutions window snippets for organizing code and data Sophisticated debugging withbreakpoints , variable Objects values etc. loaded in the R Environment Packages Object installed and details loaded http://www.revolutionanalytics.com/demos/revolution-productivity-environment/demo.htm 14
  15. 15. Revolution ConfidentialR evolution R E nterpris e Performance 15
  16. 16. P erformanc e: Multi-threaded Math Revolution ConfidentialOpen Revolution RSource R Enterprise Computation (4-core laptop) Open Source R Revolution R Speedup Linear Algebra1 Matrix Multiply 176 sec 9.3 sec 18x Cholesky Factorization 25.5 sec 1.3 sec 19x Linear Discriminant Analysis 189 sec 74 sec 3x General R Benchmarks2 R Benchmarks (Matrix Functions) 22 sec 3.5 sec 5x R Benchmarks (Program Control) 5.6 sec 5.4 sec Not appreciable 1. http://www.revolutionanalytics.com/why-revolution-r/benchmarks.php 2. http://r.research.att.com/benchmarks/ 16
  17. 17. Revolution ConfidentialR evolution R E nterpris eBig Data Analysis with ScaleR 17
  18. 18. R evoS c aleR brings the power ofB ig Data to R Revolution ConfidentialParallel External AbstractedMemory Algorithms communications layerexploit available Communications Distributed provides portability ofcompute resources Framework Statistical code between(cores & computers) Algorithms platforms: server,independent of cluster, or in-databaseplatformUse the high-speedlocal data mart R Language Familiar, high-(XDF), or stream Interface productivity Data Sourcedata from SAS, programming APIODBC, HDFS or other environment for Rremote data userssources. 18
  19. 19. S c aleR A ddres s es P erformanc e andC apac ity L imitations of Open S ourc e R Revolution Confidential 19
  20. 20. High P erformanc e B ig Data A nalytic s withS c aleR Revolution Confidential R Data Step Descriptive Statistical Sampling Statistics Tests Predictive Data Machine Simulation Models Visualization Learning 20
  21. 21. R evolution R E nterpris e S c aleR : Revolution Confidential High P erformanc e B ig Data A nalytic s Data Prep, Distillation & Descriptive Analytics R Data Step Descriptive Statistics Statistical Tests Data import – Delimited,  Min / Max  Chi Square Test Fixed, SAS, SPSS, OBDC  Mean  Kendall Rank Correlation Variable creation &  Median (approx.)  Fisher’s Exact Test transformation  Quantiles (approx.)  Student’s t-Test Recode variables  Standard Deviation Factor variables  Variance Missing value handling  Correlation Sampling Sort  Covariance Merge  Sum of Squares (cross product Split matrix for set variables)  Subsample (observations & Aggregate by category  Pairwise Cross tabs variables) (means, sums)  Risk Ratio & Odds Ratio  Random Sampling  Cross-Tabulation of Data (standard tables & long form)  Marginal Summaries of Cross Tabulations 21
  22. 22. R evolution R E nterpris e S c aleR : Revolution Confidential High P erformanc e B ig Data A nalytic s Statistical Modeling Machine Learning Predictive Models Data Visualization Cluster Analysis Sum of Squares (cross product  Histogram  K-Means matrix for set variables)  Line Plot Multiple Linear Regression  Scatter Plot Generalized Linear Models (GLM)  Lorenz Curve - All exponential family  ROC Curves (actual data and Classification distributions: binomial, Gaussian, predicted values) inverse Gaussian, Poisson, Tweedie. Standard link functions  Decision Trees including: cauchit, identity, log, logit, probit. User defined Simulation distributions & link functions. Covariance & Correlation Matrices Logistic Regression Classification & Regression Trees Predictions/scoring for models  Monte Carlo Residuals for all models 22
  23. 23. Revolution ConfidentialR evolution R E nterpris e Enterprise Deployment 23
  24. 24. C reate c us tom, on-demand analytic s applic ations Revolution ConfidentialS ome examples : On-demand sales forecasting Real-time social Leveraging the media sentiment power of R from analysis Microsoft tools 24
  25. 25. R evolution R E nterpris e DeployRintegrates R with applic ations Revolution Confidential Data Analysis DeployR R / Statistical Deployment Modeling Expert Expert Business Intelligence Mobile Web Apps  Seamless Bring the power of R to any web enabled application  Simple Leverage common APIs including JS, Java, .NET  Scalable Robustly scale user and compute workloads  Secure Cloud / SaaS Manage enterprise security with LDAP & SSO 25
  26. 26. R evolution R Revolution ConfidentialE nterpris eA rc hitec tureUse a connected MPPserver or cluster for: Data exploration On-demand R applications Big-data predictive models Offline (batch) operations Code generation for real-time deployment
  27. 27. C onnec tR for Hadoop: S tream data from Revolution ConfidentialHadoop to R evolution R E nterpris e
  28. 28. Revolution Confidential On-Call Technical Support Consulting  Migration | Analytics | Applications | Validation Training  R | Revolution R | Statistical Topics Systems Integration  BI | ERP | Databases | Cloud 28
  29. 29. Revolution ConfidentialP oll Ques tion What interests you most about Revolution R Enterprise?
  30. 30. Why c us tomers c hoos e R evolution RE nterpris e Revolution Confidential INNOVATION MULTI-PLATFORM TIME-to-VALUE VALUE 30
  31. 31. T hank You! Revolution Confidential Download slides, replay  http://bit.ly/YbfQo1 Resources for getting started with R  http://bit.ly/ZnZGt2 Get Revolution R Enterprise  Contact Sales: http://bit.ly/hey-revo  Free to Academics: www.revolutionanalytics.com/academic We’re Hiring!  www.revolutionanalytics.com/careers 31
  32. 32. T hank you. Revolution Confidential The leading commercial provider of software and support for the popular open source R statistics language. www.revolutionanalytics.com 650.646.9545 Twitter: @RevolutionR 32

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