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Alejandro Vecina

Oracle integra el lenguaje de programación estadística R en Oracle Database 11g - 0 views

  • Oracle ha anunciado la disponibilidad de Oracle Advanced Analytics, una nueva opción para la base de datos Oracle Database 11g que empaqueta Oracle R Enterprise junto con Oracle Data Mining.
  • Oracle R Enterprise ofrece un rendimiento óptimo para los usuarios del lenguaje de programación estadístico R, experimentando un aumento en órdenes de magnitud de la escala de los datos que pueden ser analizados con Oracle Database 11g.
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    Artículo sobre la integración del lenguaje R en los sistemas Oracle, para ofrecer, así, la plataforma más integrada y completa de la industria para el análisis de datos grandes, aumentando muchísimo su rendimiento.
pajoje lololo

R (programming language) - Wikipedia, the free encyclopedia - 1 views

    • David Moya
       
      Anualmente se celebra un encuentro para los usuarios que utilizan el lenguaje R. Entre los últimos destinos en los que se han celebrado las reuniones, podemos destacar Rennes, Tennessee o Albacete.
  • R is an interpreted language; users typically access it through a command-line interpreter.
  • R supports matrix arithmetic
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  • R's data structures include scalars, vectors, matrices, data frames (similar to tables in a relational database) and lists.
  • R's extensible object-system includes objects for (among others): regression models, time-series and geo-spatial coordinates.
  • Although mostly used by statisticians and other practitioners requiring an environment for statistical computation and software development, R can also operate as a general matrix calculation toolbox - with performance benchmarks comparable to GNU Octave or MATLAB.
  • "useR!" is the name given to the official annual gathering of R users.
  • Here is the list of useR! conference: useR! 2004, Vienna, Austria useR! 2006, Vienna, Austria useR! 2007, Ames, Iowa, USA useR! 2008, Dortmund, Germany useR! 2009, Rennes, France useR! 2010, Gaithersburg, Maryland, USA useR! 2011, Coventry, United Kingdom useR! 2012, Nashville, Tennessee, USA useR! 2013, Albacete, Spain
    • David Moya
       
      R es un lenguaje basado en el uso de línea de comandos. Soporta matrices, escalares y vectores además de operar estadísticamente. Su cálculo en el ámbito de matrices es comparable a otros softwares como pueden ser Matlab o GNU Octave.
    • pajoje lololo
       
      Hemos elegido consultar la información general sobre R en la versión en inglés de Wikipedia, ya que nos parecía más completa y elaborada. En primer lugar se enumeran las capacidades principales de este lenguaje y algunos de sus principales usos. También se destaca el hecho de que es 'GNU project' y que está disponible bajo licencia GPL. A pesar de ser un lenguaje que utiliza la linea de comandos, se descaca que existen diversas interfaces gráficas para facilitar su uso. En un apartado posterior se enumeran algunas de las principales versiones de estas interfaces. http://en.wikipedia.org/wiki/R_(programming_language)#Graphical_user_interfaces Se destaca en varios de los apartados del artículo la enorme versatilidad y capacidad de adaptación a distintos campos que posee este lenguaje debido a la gran cantidad de paquetes y extensiones que soporta. También se indica que debido a su herencia del lenguaje S, está más dirigido a la programación orientada a objetos que la mayoria de lenguajes estadísticos. Finalmente se destaca el uso comercial que se le ha dado a este lenguaje, y encontramos ejemplos como el de Oracle y el de Revolution Analytics.
viinjo A1c

Revolution Analytics Rides R Language into Mainstream Business | - 0 views

    • diigo lemon
       
      Revolution Analytics es un proveedor comercial de software y servicios relacionados con el lenguaje R. Es un lenguaje de programación basado en estadística que tiene muchos usuarios. Las empresas están recogiendo enormes cantidades de datos, pero a menudo no pueden analizar los mismos debido a problemas de escala. Revolution Analytics ayuda a afrontar estos problemas mediante un nuevo enfoque. "Revolution R" proporciona velocidad y escala en el análisis de grandes datos.
  • Revolution Analytics provides value by taking the most recent release from the R community and adding scalability and other functionality so that R can be implemented and seamlessly work in a commercial environment. Revolution R provides a development environment so that data scientists can write and debug R code more effectively, and web service APIs that integrate with other BI tools and dashboards so that R can work with business intelligence tools and visual discovery tools. In addition, Revolution Analytics makes money through professional and support services.
    • viinjo A1c
       
      Miestra como una empresa puede ofrecer un servicio basado en R como producto.
  • For example, IBM’s PureData System for Analytics (IBM’s new name for its MPP Netezza appliance) uses the in-database approach with an R instance running on each processing unit in the database, each of which is connected to an R server via ODBC. The analytics are invoked as the data is served up to the processor such that the algorithms run in parallel across all of the data.
    • viinjo A1c
       
      Ejemplo de uso del lenguaje R en servidores de IBM
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  • I’ve heard that Revolution R isn’t always the easiest software to use and that the experience isn’t exactly seamless, but it can be argued that in the cutting-edge field of big data analytics a challenging environment is to be expected. If Revolution Analytics can address some of these useability challenges, it may find its pie growing even faster than it is now. Regardless, I anticipate that Revolution Analytics will continue its fast growth (already its headcount is doubling year-over-year). Furthermore, I anticipate that in-database analytics (an area where R really shines) will become the de-facto approach to big data analytics and that companies that take full advantage of that trend will reap benefits.
    • viinjo A1c
       
      Predice un buen futuro para el lenguaje R, así que todo y que sea un entorno difícil es algo que se puede esperar en el análisis de grandes volúmenes.
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    FALTA TERMINARLO!!
viinjo A1c

Oracle launches Advanced Analytics for R modeling language | Business Intelligence - In... - 0 views

  • It's available as an Oracle 11g database option and costs $23,000 per processor license.
    • viinjo A1c
       
      Oracle además de desarollar programas sobre R, también los comercializa, obteniendo un beneficio de ello.
  • It's not surprising that Oracle has moved to support R, which "has become a real ubiquitous force in advanced analytics," said Forrester Research analyst James Kobielus. "It's everywhere. Enterprise adoption of it has been growing steadily. When we ask our customers what they're using for statistical modeling they'll say SAS or [IBM's] SPSS, but they increasingly say R in the same breath."
    • viinjo A1c
       
      Oracle reafirma el uso en aumento del lenguaje R entre sus clientes
  • It's not surprising that Oracle has moved to support R, which "has become a real ubiquitous force in advanced analytics," said Forrester Research analyst James Kobielus. "It's everywhere. Enterprise adoption of it has been growing steadily. When we ask our customers what they're using for statistical modeling they'll say SAS or [IBM's] SPSS, but they increasingly say R in the same breath."
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  • It's not surprising that Oracle has moved to support R, which "has become a real ubiquitous force in advanced analytics," said Forrester Research analyst James Kobielus. "It's everywhere. Enterprise adoption of it has been growing steadily. When we ask our customers what they're using for statistical modeling they'll say SAS or [IBM's] SPSS, but they increasingly say R in the same breath."
  • adoption
  • It's not surprising that Oracle has moved to support R, which "has become a real ubiquitous force in advanced analytics," said Forrester Research analyst James Kobielus. "It's everywhere. Enterprise adoption of it has been growing steadily. When we ask our customers what they're using for statistical modeling they'll say SAS or [IBM's] SPSS, but they increasingly say R in the same breath."
  • It's not surprising that Oracle has moved to support R, which "has become a real ubiquitous force in advanced analytics," said Forrester Research analyst James Kobielus. "It's everywhere. Enterprise adoption of it has been growing steadily. When we ask our customers what they're using for statistical modeling they'll say SAS or [IBM's] SPSS, but they increasingly say R in the same breath."
  • It's available as an Oracle 11g database option and costs $23,000 per processor license.
    • viinjo A1c
       
      Oracle además de desarollar programas sobre R, también los comercializa, obteniendo un beneficio de ello.  Oracle reafirma el uso en aumento del lenguaje R entre sus clientes
juan trinidad jimenez armesto

R, the Software, Finds Fans in Data Analysts - NYTimes.com - 0 views

    • juan trinidad jimenez armesto
       
      Debido al aumento estos últimos años de la necesidad del data mining por el gran número de datos que manejas las empresas y la posibilidad de buscar patrones comunes, las grandes empresas empezaron a utilizar R como herramienta para ello.
    • juan trinidad jimenez armesto
       
      Además R es de código libre, como también lo son Apache o la bases de datos MySQL, haciendo que el proyecto se desarolle en comunidades de usuarios.
    • juan trinidad jimenez armesto
       
      Existen numerosos paquetes con funciones predefinidas por otros usuarios para facilitar la programación
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  • Many people view the end results of all this technology via the Firefox Web browser, also open-source software.
  • R is also the name of a popular programming language used by a growing number of data analysts inside corporations and academia. It is becoming their lingua franca partly because data mining has entered a golden age
  • Companies as diverse as Google, Pfizer, Merck, Bank of America, the InterContinental Hotels Group and Shell use it.
  • R has also quickly found a following because statisticians, engineers and scientists without computer programming skills find it easy to use.
  • Many people view the end results of all this technology via the Firefox Web browser, also open-source software.
  • Most Web sites are displayed using an open-source application called Apache, and companies increasingly rely on the open-source MySQL database to store their critical information. Many people view the end results of all this technology via the Firefox Web browser, also open-source software.
  • For statisticians
  • R is particularly useful because it contains a number of built-in mechanisms for organizing data, running calculations on the information and creating graphical representations of data sets.
  • What makes R so useful
  • is that statisticians, engineers and scientists can improve the software’s code or write variations for specific tasks. Packages written for R add advanced algorithms, colored and textured graphs and mining techniques to dig deeper into databases.
  • The financial services community has demonstrated a particular affinity for R; dozens of packages exist for derivatives analysis alone.
Sébastien Sanchez

R, the Software, Finds Fans in Data Analysts - NYTimes.com - 0 views

  • While it is difficult to calculate exactly how many people use R, those most familiar with the software estimate that close to 250,000 people work with it regularly.
    • corozo56
       
      Actualmente el número de usuarios esta creciendo exponencialmente.
  • “R is a real demonstration of the power of collaboration, and I don’t think you could construct something like this any other way,” Mr. Ihaka said. “We could have chosen to be commercial, and we would have sold five copies of the software.”
  • Data Analysts Captivated by R’s Power
    • corozo56
       
      Este artículo del NYTimes explica el origen y la utilidad del lenguaje de programacion en R.
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    • Sébastien Sanchez
       
      Artículo en NYTimes que habla de la creciente implantación del lenguaje de programación R en el ámbito empresarial. Explica como cada vez más, grandes empresas como Google empiezan a emplear este lenguaje de programación para todo tipo de propósitos (investigación comercial, data mining…).
  • Open-source software is free for anyone to use and modify
  • an improve
  • R is similar to other programming languages
  • R is particularly useful because it contains a number of built-in mechanisms for organizing data, running calculations on the information and creating graphical representations of data sets.
  • For statisticians
  • R is also the name of a popular programming language used by a growing number of data analysts inside corporations and academia
  • statisticians, engineers and scientists can improve the software’s code or write variations for specific tasks
  • software’s
  • Packages written for R add advanced algorithms, colored and textured graphs and mining techniques to dig deeper into databases
  • While it is difficult to calculate exactly how many people use R, those most familiar with the software estimate that close to 250,000 people work with it regularly
  • “R is a real demonstration of the power of collaboration, and I don’t think you could construct something like this any other way,” Mr. Ihaka said. “We could have chosen to be commercial, and we would have sold five copies of the software.”
Paco Hormigo

Ciencia1.com - Ciencia y Tecnología - Programación - Oracle integra el lengua... - 0 views

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    Nos da una idea de la capacidad de mejora en las empresas que da este lenguaje de programacion estadístico.
Rafa Llopis

R You Ready for R? (1/2) - 0 views

  • Data Analysts Captivated by R’s Power
    • Rafa Llopis
       
      Artículo del New York Times que explica desde el principio las bases del lenguaje R y en qué se emplea.
  • used to set ad prices, find new drugs more quickly or fine-tune financial models
  • Google, Pfizer, Merck, Bank of America, the InterContinental Hotels Group and Shell use it.
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  • R is also the name of a popular programming language used by a growing number of data analysts inside corporations and academia.
  • R is really important to the point that it’s hard to overvalue it,” said Daryl Pregibon
  • “It allows statisticians to do very intricate and complicated analyses without knowing the blood and guts of computing systems.”
  • R is similar to other programming languages, like C, Java and Perl
  • . I.B.M., Hewlett-Packard and Dell make billions of dollars a year selling servers that run the open-source Linux operating system
  • Web sites are displayed using an open-source application called Apache,
  • the end results of all this technology via the Firefox Web
  • can help illuminate data trends more clearly than is possible by entering information into rows and columns
  • What makes R so useful
  • is that statisticians, engineers and scientists can improve the software’s code or write variations for specific tasks
  • advanced algorithms, colored and textured graphs and mining techniques to dig deeper into databases.
  • Packages written for R add
  • the professors considered their coding efforts more of an academic game than anything else.
  • the notion of devising something like R sprang up during a hallway conversation.
  • They both wanted technology better suited for their statistics students
  • R immediately gained a following with people who saw the possibilities in customizing the free software.
  • “The diversity and excitement around what all of these people are doing is great,” Mr. Chambers said.
LuCla EdPa

What is R? (Oracle R Enterprise) - 0 views

  • R has been receiving a lot of attention recently, although it’s been around for over 15 years. R is an open-source language and environment for statistical computing and data visualization, supporting data manipulation and transformations, as well as sophisticated graphical displays
    • LuCla EdPa
       
      R es un lenguaje de código abierto, que admite ser manipulado por la comunidad
  • Corporate data analysts and statisticians often know R and use it in their daily work, either writing their own R functionality,
    • LuCla EdPa
       
      Es usado por corporaciones y empresas
  • It’s a powerful, extensible environment, and as noted above, it has a wide range of statistics and data visualization capabilities. It’s easy to install and use, and it’s free
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  • n contrast, statisticians and data analysts typically don’t know SQL and are not familiar with database tasks. R provides statisticians and data analysts access a wide range of analytical capabilities in a natural statistical language
  • However, there is another issue that limits R’s scalability…
  • R is limited by the memory and processing power of the machine where it runs
  • this chews up memory faster.
    • LuCla EdPa
       
      Pese a ser un potente programa, parece ser que no administra demasiado bien los recursos
Bora Jasan

R Statistics, R Statistical Consulting Home - 0 views

    • Bora Jasan
       
      Este es un ejemplo de una empresa que se dedica a proveer datos estadísticos, análisis de distintos tipos, data mining... Además, también atienden a diferentes negocios como servicios financieros, productos médicos, etc. Es, en definitiva, lo que nos puede aportar el lenguaje de programación R a nivel empresarial.
  • R Statistical Consulting provides statistical software development and consulting services. We design statistical based algorithms in the R language that provide advanced statistical / graphical data analysis, R Project time series analysis, econometrics, data mining, machine learning, statistical computing and optimization.
  • We currently serve a broad range of businesses, specifically including the financial services, medical product, and hotel industries. We provide end-to-end solutions that provide our clients the tools needed to make critical business decisions that impact the company's bottom line.
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  • R Statistical Consulting draws on over 20 years of experience in computational algorithmic infrastructure and database development. We also have depth of experience in the migration of functionality to newer, advanced platforms.
Juanjo Cristian

R Enterprise - 2 views

    • Juanjo Cristian
       
      Oracle R Enterprise es un componente que ofrece Oracle destinado a empresas y a grandes cantidades de datos. Los analistas de datos pueden desarrollar y operar con R sin tener que aprender SQL en una única etapa
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