Data Scientist Workflows with RStudio
- Create reproducible reports with R Markdown
- Send and schedule custom email reports
- Publish content from Git repositories
- Work with model predictions and track model performance
Using RStudio professional products
RStudio Server Pro. RStudio for the Enterprise.
RStudio Connect. An enterprise publishing platform for R.
RStudio Package Manager. Control and distribute packages throughout your organization.
Doing Data Science with R packages
tidyverse. A collection of packages (like
ggplot2) for doing data science.
Shiny. Build interactive web apps straight from R.
R Markdown. Turn your analyses into high quality documents, reports, presentations and dashboards.
Plumber. Turn any R function into a REST API.
And many, many more!. The RStudio team contributes code to many R packages and projects.
Integrating R projects with other tools
Python. Python is a programming language that lets you work quickly and integrate systems more effectively. The
reticulatepackage provides a comprehensive set of tools for interoperability between Python and R.
TensorFlow. TensorFlow is an open source machine learning framework. The
tensorflowpackage lets you work productively using the high-level Keras and Estimator APIs, and when you need more control provides full access to the core TensorFlow API.
Apache Spark. Apache Spark is a unified analytics engine for large-scale data processing. The
sparklyrpackage is an R interface for Apache Spark.
DBIpackages create a connection chain between R and any database using ODBC. Use RStudio Professional Drivers to create a supported connections for production environments.
Learn more about RStudio - Our goal is to empower users to be productive with R. Let us know how we can help you! - https://www.rstudio.com/about/
Evaluate RStudio professional products - All RStudio professional products offer a free 45 day evaluation. You will need a Linux server with the R programming language installed. The 45 day evaluation period is fully supported. You can find details on our website - https://www.rstudio.com/
Download the RStudio QuickStart - Try RStudio Connect on your desktop free for 45 days. RStudio Connect QuickStart makes it easy to quickly get hands-on experience for testing, demo, and self-learning purposes. https://www.rstudio.com/products/quickstart/
Contact the RStudio sales team - RStudio open source and enterprise-ready, professional software combines robust and reproducible data analysis with tools to effectively share data products. Our flagship professional products, RStudio Server Pro, RStudio Connect, and RStudio Package Manager equip professional data science teams to develop and share their work at scale - https://www.rstudio.com/about/contact-sales/
View RStudio pricing - RStudio professional on-premises software products improve your experience with R and have the enterprise grade security, priority support, and commercial license your organization expects. All professional server and desktop products are priced on an annual subscription basis - https://www.rstudio.com/pricing/
Join the RStudio community - R users are doing some of the most innovative and important work in science, education, and industry. It’s a daily inspiration and challenge to keep up with the community and all it is accomplishing - https://community.rstudio.com/
RStudio Server Pro(6)