R is a language and environment for statistical computing and graphics. R provides a wide variety of statistical (linear and nonlinear modeling, classical statistical tests, time-series analysis, classification, clustering, …) and graphical techniques, and is highly extensible. You can refer to the following tutorials on a range of topics in R.
R built-in Mathematical Functions
- Get the Absolute Value in R using abs()
- Get the Square Root in R using sqrt()
- How to use the ceiling() function in R?
- How to use the floor() function in R?
- Common Trigonometric Functions in R
- Get the Log of a Value in R – With Examples
Working with the Character type in R
- Convert Character to Numeric in R (With Examples)
- Convert Numeric Type to Character Type in R
- R – Remove Whitespaces From String
- Compare Two Strings in R (With Examples)
- Convert String to Lowercase in R
- Convert String to Uppercase in R
- Check If a String in R starts with Another String
- Check If a String in R ends with Another String
- Find the Length of a String in R (With Examples)
- Concatenate Two or More Strings in R
- R – Replace Occurrences Of Character in a String
R Vectors
- Create a Vector in R – With Examples
- R – Get Element by Index in a Vector
- How to Print a Vector in R?
- R – Get the Length of a Vector
- R – Get Index of an Element in a Vector
- Check if an Element is present in an R Vector
- R – Sum of values in a Vector
- Average of Values in an R Vector
- Append Element to a Vector in R
- Get the Maximum value in an R Vector
- Get the Minimum Value in an R Vector
- Calculate Median of a Vector in R
- R – Remove NA Values from a Vector
- Calculate Variance of a Vector in R
- R – Get Standard Deviation of a Vector
- R – Remove Element From a Vector
- Create a Vector of Zeros in R
- Create a Vector of Ones in R
- R – Remove First Value From a Vector
- R – Remove Last Value From a Vector
- Subtract Two Vectors in R
- Combine Two Vectors Into a Single Vector in R
- How to add two vectors in R?
- R – Multiply Two Vectors Elementwise
- R – Vector Cumulative Sum (With Examples)
- R – Vector Cumulative Product (With Examples)
- R – Get Cumulative Maximum in a Vector
- R – Get Cumulative Minimum in a Vector in R
- R – Count Occurrences of a Value in a Vector
- Remove Duplicates From a Vector in R
- R – Count Distinct Values in a Vector
- R – Check If All Elements in a Vector are Equal
- Get Range of a Vector in R (With Examples)
- Compare Two Vectors For Equality in R
- Compare Two Vectors For Differences in R
- R – Sort a Vector in Ascending Order
- R – Sort a Vector in Descending Order
R Lists
Introductory ⭐
- Harvard University Data Science: Learn R Basics for Data Science
- Standford University Data Science: Introduction to Machine Learning
- UC Davis Data Science: Learn SQL Basics for Data Science
- IBM Data Science: Professional Certificate in Data Science
- IBM Data Analysis: Professional Certificate in Data Analytics
- Google Data Analysis: Professional Certificate in Data Analytics
- IBM Data Science: Professional Certificate in Python Data Science
- IBM Data Engineering Fundamentals: Python Basics for Data Science
Intermediate ⭐⭐⭐
- Harvard University Learning Python for Data Science: Introduction to Data Science with Python
- Harvard University Computer Science Courses: Using Python for Research
- IBM Python Data Science: Visualizing Data with Python
- DeepLearning.AI Data Science and Machine Learning: Deep Learning Specialization
Advanced ⭐⭐⭐⭐⭐
- UC San Diego Data Science: Python for Data Science
- UC San Diego Data Science: Probability and Statistics in Data Science using Python
- Google Data Analysis: Professional Certificate in Advanced Data Analytics
- MIT Statistics and Data Science: Machine Learning with Python - from Linear Models to Deep Learning
- MIT Statistics and Data Science: MicroMasters® Program in Statistics and Data Science
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- How to Create a List in R?
- Combine Two or More Lists Into One in R
- Convert a List to Vector in R (With Examples)
- Get Length of a List in R (With Examples)
- Append Element to a List in R
- R – Remove Element From List (With Examples)
- Sum of List Elements in R (Easy Examples)
- R – Remove NA Values From a List
- Get the Minimum Value in an R List
- Get the Maximum Value in an R List
- Remove First Value From a List in R
- Remove Last Value From a List in R
R Dataframes
- How to Create a DataFrame in R?
- How to Add a Row to a Dataframe in R?
- How to Add a Column to a Dataframe in R?
- Rename Column Name in R Dataframe
- Select One or More Columns From R Dataframe
- Reorder Columns in R Dataframe (Step by Step)
- Convert R Dataframe Column to a Vector
- Get Unique Values In R Dataframe Column
- R – Get Vector of Dataframe Column Names
- R – Count Unique Values in Dataframe Column
- Average of Values in an R Column
- Sum of Values in an R Column
- Get the Maximum Value in an R Column
- Get the Minimum Value in an R Column
- Variance of Values in an R Column (Step by Step)
- Column Standard Deviation in R (Step by Step)
- Get the Number of Rows in R Dataframe
- Get Number of Columns in R Dataframe
- Get First N Rows of a Dataframe in R
- Get Last N Rows of Dataframe in R
- Remove Rows with NA Values in R
- Rename Rows in R Dataframe (With Examples)
- R – Filter Dataframe Based on Column Value
The above were tutorials to accomplish some of the most common tasks in R. For more on the R programming language, please refer to the official R website.