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2021-01-01 07:36:31
30-Day Money-Back Guarantee

This course includes:

  • 21 hours on-demand video
  • 19 downloadable resources
  • Full lifetime access
  • Access on mobile and TV
Development Data Science R

R Programming Complete Certification Training [2021 Edition]

R concepts, coding examples. Data structure, loops, functions, packages, plots/charts, data/files, decision-making in R.
Bestseller
Rating: 4.4 out of 54.4 (90 ratings)
14,166 students
Created by Uplatz Training
Last updated 7/2020
English
English [Auto]
30-Day Money-Back Guarantee

What you'll learn

  • Deep practical knowledge of R programming language
  • Become a Data Scientist, Data Engineer, Data Analyst or Consultant
  • Fundamentals and setup of R Language
  • Get familiar with RStudio
  • Variables and Data Types
  • Input-Output Features in R
  • Operators in R
  • Data Structure in R
  • Vectors, Lists and their application
  • R Programs for Lists and Vectors in RStudio
  • Matrix and application of Matrices in R with R Programs
  • Arrays with R Programs for Arrays in RStudio
  • Data Frames and R Programs for Data Frame in RStudio
  • Factors, application of Factors, R Programs for Factors in RStudio
  • Decision-making in R, types of decision-making statements with R Programs
  • Loops in R, flowcharts and programs for loops in R
  • Functions in R
  • Strings in R
  • Packages in R
  • Data and File Management in R
  • Plotting in R (graphs, charts, plots, histograms)
  • Write complex R programs for practical industry scenarios

Course content

18 sections • 39 lectures • 20h 45m total length

  • Preview16:58

  • Setup of R Language
    24:13

  • Variables and Data Types - part 1
    31:36
  • Variables and Data Types - part 2
    29:16

  • Input-Output Features - part 1
    38:05
  • Input-Output Features - part 2
    25:43

  • Operators in R - part 1
    34:16
  • Operators in R - part 2
    29:19

  • Vectors - Data Structure - part 1
    32:29
  • Vectors - Data Structure - part 2
    30:29

  • List - Data Structure - part 1
    33:47
  • List - Data Structure - part 2
    29:10

  • Matrix - Data Structure - part 1
    43:57
  • Matrix - Data Structure - part 2
    34:52

  • Arrays - Data Structure - part 1
    31:56
  • Arrays - Data Structure - part 2
    38:35

  • Data Frame - Data Structure - part 1
    43:06
  • Data Frame - Data Structure - part 2
    33:58
  • Data Frame - Data Structure - part 3
    50:54

Requirements

  • Enthusiasm and determination to make your mark on the world!

Description

1. Fundamentals of R Language

  • Introduction to R

  • History of R

  • Why R programming Language

  • Comparison between R and Python

  • Application of R


2. Setup of R Language

  • Local Environment setup

  • Installing R on Windows

  • Installing R on Linux

  • RStudio

  • What is RStudio?

  • Installation of RStudio

  • First Program - Hello World


3. Variables and Data Types

  • Variables in R

  • Declaration of variable

  • Variable assignment

  • Finding variable

  • Data types in R

  • Data type conversion

  • R programs for Variables and Data types in RStudio


4. Input-Output Features in R

  • scan() function

  • readline() function

  • paste() function

  • paste0() function

  • cat() function

  • R Programs for implementing these functions in RStudio


5. Operators in R

  • Arithmetic Operators

  • Relational Operators

  • Logical Operators

  • Assignment Operators

  • Miscellaneous Operators

  • R Programs to perform various operations using operators in RStudio


6. Data Structure in R (part-I)

  • What is data structure?

  • Types of data structure

  • Vector

    - What is a vector in R?

    - Creating a vector

    - Accessing element of vector

    - Some more operations on vectors

    - R Programs for vectors in RStudio

  • Application of Vector in R

  • List

    - What is a list in R?

    - Creating a list

    - Accessing element of list

    - Modifying element of list

    - Some more operations on list

  • R Programs for list in RStudio


7. Data Structure in R (part-II)

  • Matrix or Matrices

    - What is matrix in R?

    - Creating a matrix

    - Accessing element of matrix

    - Modifying element of matrix

    - Matrix Operations

  • R Programs for matrices in RStudio

  • Application of Matrices in R

  • Arrays

    - What are arrays in R?

    - Creating an array

    - Naming rows and columns

    - Accessing element of an array

    - Some more operations on arrays

  • R Programs for arrays in RStudio


8. Data Structure in R (part-III)

  • Data frame

    - What is a data frame in R?

    - Creating a data frame

    - Accessing element of data frame

    - Modifying element of data frame

    - Add the new element or component in data frame

    - Deleting element of data frame

    - Some more operations on data frame

  • R Programs for data frame in RStudio

  • Factors

    - Factors in R

    - Creating a factor

    - Accessing element of factor

    - Modifying element of factor

  • R Programs for Factors in RStudio

  • Application of Factors in R


9. Decision Making in R

  • Introduction to Decision making

  • Types of decision-making statements

  • Introduction, syntax, flowchart and programs for

    - if statement

    - if…else statement

    - if…else if…else statement

    - switch statement


10. Loop control in R

  • Introduction to loops in R

  • Types of loops in R

    - for loop

    - while loop

    - repeat loop

    - nested loop

  • break and next statement in R

  • Introduction, syntax, flowchart and programs for

    - for loop

    - while loop

    - repeat loop

    - nested loop


11. Functions in R

  • Introduction to function in R

  • Built-in Function

  • User-defined Function

  • Creating a Function

  • Function Components

  • Calling a Function

  • Recursive Function

  • Various programs for functions in RStudio


12. Strings in R

  • Introduction to string in R

    - Rules to write R Strings

    - Concatenate two or more strings in R

    - Find length of String in R

    - Extract Substring from a String in R

    - Changing the case i.e. Upper to lower case and lower to upper case

  • Various programs for String in RStudio


13. Packages in R

  • Introduction to Packages in R

  • Get the list of all the packages installed in RStudio

  • Installation of the packages

  • How to use the packages in R

  • Useful R Packages for Data Science

  • R program for package in RStudio


14. Data and File Management in R

  • Getting and Setting the Working Directory

  • Input as CSV File

  • Analysing the CSV File

  • Writing into a CSV File

  • R programs to implement CSV file


15. Plotting in R (Part-I)

  • Line graph

  • Scatterplots

  • Pie Charts

  • 3D Pie Chart


16. Plotting in R (Part-II)

  • Bar / line chart

  • Histogram

  • Box plot

Who this course is for:

  • R Developers & Data Developers
  • Data Scientists - R, Python
  • Newbies and beginners aspiring for a career in programming & statistical analysis
  • Data Engineers and Statistical Analysts
  • R & Python Programmers
  • Technical & Analytics Consultants
  • Anyone wishing to learn data science and machine learning
  • Lead R Developers
  • R Modelling Analysts
  • Data Software Developers
  • Financial and Marketing Analysts
  • Software Engineers
  • Web Application Developers
  • Business Analysts and Consultants
  • Data Science and Machine Learning enthusiasts

Instructor

Uplatz Training
Fastest growing Global IT Training Provider
Uplatz Training
  • 3.9 Instructor Rating
  • 5,429 Reviews
  • 235,792 Students
  • 79 Courses

Uplatz is UK-based leading IT Training provider serving students across the globe. Our uniqueness comes from the fact that we provide online training courses at a fraction of the average cost of these courses in the market.

Over a short span of 3 years, Uplatz has grown massively to become a truly global IT training provider with a wide range of career-oriented courses on cutting-edge technologies and software programming.

Our specialization includes Data Science, Data Engineering, SAP, Oracle, Salesforce, AWS, Microsoft Azure, Google Cloud, IBM Cloud, SAS, Python, R, JavaScript, Java, Full Stack Web Development, Mobile App Development, BI & Visualization, Tableau, Power BI, Spotfire, Data warehousing, ETL tools, Informatica, IBM Data Stage, Digital Marketing, Agile, DevOps, and more.

Founded in March 2017, Uplatz has seen phenomenal rise in the training industry starting with an online course on SAP FICO and now providing training on 5000+ courses across 103 countries having served 300,000 students in a period of just 3 years.

Uplatz's training courses are highly structured, subject-focused, and job-oriented with strong emphasis on practice and assignments. Our courses are designed and taught by more than a thousand highly skilled and experienced tutors who have strong expertise in their areas whether it be AWS, Azure, Adobe, SAP, Oracle, or any other technology or in-demand software.

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