Programming With R. Learn How To Program In R - Beginners

A Beginners Guide To Getting Started Programming In R.
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  • Lectures 55
  • Contents Video: 4.5 hours
    Other: 0 mins
  • Skill Level All Levels
  • Languages English
  • Includes Lifetime access
    30 day money back guarantee!
    Available on iOS and Android
    Certificate of Completion
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About This Course

Published 6/2014 English

Course Description

This Learning R training course from Infinite Skills will teach you how to use R, a programming language used for statistical computing and graphics. This course is designed for beginners that have no previous R programming experience. You will require a fundamental understanding of statistics to get the most out of this course.


You will start by learning how to install and navigate R studio, then move into learning basic operations like statistical functions, matrix operations, and string functions. This course will show you how to plot, including scatter plots, probability plots, and plotting arguments. This video tutorial will cover working with data and data analysis, such as extracting model information, examining files and objects, and subsetting and indexing. You will also learn about conditional statements and user-defined functions, including how to write and de-bug functions. Finally, you will learn how to save different types of data.

Once you have completed this computer based training course, you will be fully capable of using R for developing statistical software and data analysis tools. Working files are included, allowing you to follow along with the author throughout the lessons.

What are the requirements?

  • PC or Mac

What am I going to get from this course?

  • Learn How To Get Started Programming In R

What is the target audience?

  • Beginners To R Programming

What you get with this course?

Not for you? No problem.
30 day money back guarantee.

Forever yours.
Lifetime access.

Learn on the go.
Desktop, iOS and Android.

Get rewarded.
Certificate of completion.

Curriculum

Section 1: Introduction
Important - Download These First - Working Files
Preview
Article
0101 Introduction And Course Overview
Preview
01:40
0103 Installing R And R Studio
Preview
04:06
0104 Navigating R Studio
Preview
05:10
0105 Packages
03:40
0106 Assigning Variables
03:31
0107 Numbers, Strings, And Booleans
05:25
0108 Workspace Operations
07:59
0109 How To Access Your Working Files
03:22
Section 2: Basic Operations And Manipulations
0201 Basic Operators
04:36
0202 Vectors
07:25
0203 Sequences
04:44
0204 Basic Statistical Functions
06:27
0205 Matrices
06:51
0206 Matrix Operations
05:28
0207 Basic Matrix Statistics
04:12
0208 Generating Random Numbers
08:01
0209 String Functions
07:46
0210 Dates And Times
07:56
Section 3: Plotting
0301 Line Plots
08:19
0302 Plotting Arguments
04:31
0303 Bar Graphs And Histograms
06:49
0304 Scatter Plots
06:29
0305 Probability Plots
06:34
0306 Combining And Saving Plots
04:50
Section 4: Working With Data
0401 Arrays
04:11
0402 Lists
03:58
0403 Data Frames
05:34
0404 Data Import
05:34
0405 Missing Data - Part 1
03:56
0406 Missing Data - Part 2
04:09
0407 Ordering And Sorting
04:17
0408 Subsetting And Indexing
04:41
0409 Merging Data
04:21
0410 Examining Files And Objects
03:49
Section 5: Data Analysis
0501 Descriptive Statistics
05:50
0502 Apply Functions
03:37
0503 Linear Models
06:08
0504 Extracting Model Information
05:06
0505 Principal Componant Analysis
02:49
Section 6: Time Series Data
0601 XTS Objects
03:59
0602 ACF Plots
02:53
0603 Decomposition
02:43
0604 Exponential Smoothing
04:04
0605 Rolling Functions
04:26
0606 ARIMA Models
04:35
Section 7: Conditional Statements And Loops
0701 If Statements
05:58
0702 For Loops
04:23
0703 While Loops
03:01
0704 Appending Loops
04:01
Section 8: User-Defined Functions
0801 Writing Functions
04:36
0802 Debugging Functions
05:10
0803 Recursive Functions
02:06
Section 9: Saving Data
0901 Saving Different Types Of Data
02:01
0902 Additional Resources
02:00

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Instructor Biography

Infinite Skills, High Quality Training

Infinite Skills is a Canadian based company who offer a huge and ever growing range of high quality eLearning solutions that teach using studio quality narrated videos backed-up with practical hands-on examples and comprehensive working files. All courses are created by trained educators and experts in video based education.

The emphasis is on teaching real life skills that are essential for progressing in today's commercial environment.

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