R Programming Complete Certification Training [2021 Edition]
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
- Preview16:58
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 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.