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Programming Languages training modules

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About Rstudio training

What is RStudio?
RStudio develops open supply and enterprise-ready skilled package for the R statistical computing setting. Our product modifies knowledge analysis with R and supply powerful tools for business and sharing.
Overview
- The commercial Integrated Development Environment and RStudio open source is the premier IDE for the R programming language.
- RStudio Shiny, Server of Shiny, shinyapps.io, and Shiny Server Pro supports you to create and publish co-operating web applications.
- The RStudio set also adds code to many R packages and assignments
RStudio is associate IDE that creates R easier to use and a lot of productive. RStudio combines a group of productivity tools into one surroundings including:
- Code Editor - Code completion, syntax highlighting, definitions, and indenting.
- Debugging - Breakpoints, debugging console, tracebacks, and environment panel.
- Visualization - Data plotting, data display, and data manipulation
RStudio is accessible for desktop like Windows, Linux, and Mac or can be opened in a browser that has been connected to RStudio Server.
What will you learn?
- State how implications are made about populations using samples
- Study how to model from binomial and normal distributions
- Calculate methods of central trends and variability
- Using simulated data to test hypotheses
- Compare means and variances across different sets
- Identify independent and dependent variables
- Using regression to introduce statistical control
- Use R to do basic data manipulation and statistical modelling
- Reporting and presenting finds from statistical analyses

Rstudio syllabus

Getting started: The basics of R
- R packages
- Setting up your machine
- Importing your data into R
- Data Visualization
- Data Manipulation
- Reporting Results in R
- Data Science & Machine Learning with R
Learning advanced R topics
- A Hands-on Introduction to Statistics with R
- R for SAS, SPSS and STATA Users
- Intermediate R
- Data Manipulation in R with dplyr
- Importing Data into R
- Data Analysis in R, the data.table Way
- Data Visualization with ggplot2 1st
- Reporting with R Markdown
- Data Visualization with ggplot2 2nd
- Data Visualization in R with ggvis
- Introduction to Machine Learning

FAQ's on Rstudio training & certification

1. What is RStudio?
RStudio is open source and free integrated development environment (IDE) for R, a programming language for graphics and statistical computing.
2. What is the variance of RStudio Server and RStudio Desktop?
RStudio Desktop is associate R IDE that works with the version of R you has got put in on your native Windows, Mac OS X, or UNIX operating system digital computer. RStudio Desktop may be a standalone desktop application that in no approach needs or connects to RStudio Server.
3. How does Shiny works?
Shiny is predicated on a reactive programming model, just like a spread sheet. Programme cells will contain literal values, or formulas that are evaluated supported different cells. Whenever the worth of the opposite cells changes the worth of the formula is mechanically updated.
4. Does Rstudio support help with coding problems while developing a shiny application?
The Support team does not deliver support for a way to program with open supply R packages, as well as shiny. Support for programming with shiny is completed on our shiny-discuss list wherever all of our developers and lots of others watch and contribute. Support for Shiny Server professional is concentrated on the configuration, management, standardisation, and operation of the server itself.