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Introduction to R (TRA101)

Revolution Analytics, Europe

Monday, February 24, 2014 at 9:00 AM - Tuesday, February 25, 2014 at 5:00 PM (GMT)

Introduction to R (TRA101)

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Ticket Type Sales End Price Fee Quantity
General Admission Ended £1,300.00 £6.50

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Event Details

This course provides users new to R an overview of the R language. We cover the basics of R programming, data manipulation, graphics, and data analysis. The course also reviews technical aspects of R installations, as well as key efficiency concepts to optimize R programs. It is a hands-on course filled with real data and examples, case studies, and in-class mini projects. 2 days.

 

1)     Overview and Introduction to R

a)     The R computing environment

b)     R interface, session, and language overview

 

2)     Data Manipulation in R

a)     Basic data types and operations

b)     Data Frames

c)     Importing, saving, exporting, and re-using data

d)     Common R functions for numbers, factors, text, and dates

e)     Vector-oriented computation

f)      Sorting, ranking, and printing

 

3)     R Programming Constructs

a)     Loops and conditions

b)     Object-oriented overview of R programming – lists and classes

c)     Programming efficiently in R

 

4)     Exploratory Data Analysis

a)     Basic data summary functions

b)     Tables and cross-tabulations

 

5)     Graphics in R

a)     Basic plots and charts

b)     Additional plotting functions

c)     Modifying plots, labels, titles, and advanced customization

d)     Trellis graphics

e)     Saving graphics and graphic formats

 

6)     Statistics and Modeling in R

a)     Overview

b)     Basic statistical tests, power, and sample size functions

c)     Regression and analysis of variance

d)     Basic data mining functions

 

7)     Extending R and Additional Topics

a)     Function structures and writing your own functions

b)     Adding libraries and CRAN

c)     Operating system functions

d)     Customizing your R session

e)     R from the command line

f)      Getting help with R

Have questions about Introduction to R (TRA101)? Contact Revolution Analytics, Europe

When & Where


Orega
101 Finsbury Pavement
EC2A 1ER London
United Kingdom

Monday, February 24, 2014 at 9:00 AM - Tuesday, February 25, 2014 at 5:00 PM (GMT)


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