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Data Science Tutorials

Advance your data career with our data science tutorials. We walk you through challenging data science functions and models step-by-step.
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R Programming

Factors in R Tutorial

Learn about the factor function in R, along with an example, and it's structure, order levels, renaming of the levels, and finally, with the ordering of categorical values.

Olivia Smith

June 8, 2020

Natassha Selvaraj

March 3, 2023

R Programming

Matrices in R Tutorial

Learn all about R's matrix, naming rows and columns, accessing elements also with computation like addition, subtraction, multiplication, and division.

Olivia Smith

May 11, 2020

R Programming

Data Reshaping in R Tutorial

Learn about data reshaping in R, different functions like rbind(), cbind(), along with Melt(), Dcast(), and finally about the transpose function.

Olivia Smith

May 5, 2020

R Programming

Estimating COVID-19's 𝑅𝑡 in Real-Time (Replicating in R) Tutorial

Kevin Systrom published a really interesting article on estimating $R_t$, the measure known as effective reproduction number. We will use the same approach outlined by Kevin in his article to estimate COVID-19's Rt in real-time.
Ramnath Vaidyanathan's photo

Ramnath Vaidyanathan

April 17, 2020

R Programming

Arrays in R

Learn about Arrays in R, including indexing with examples, along with the creation and addition of matrices and the apply() function.

Olivia Smith

April 6, 2020

R Programming

Strings in R Tutorial

Learn about R's Strings: its rules, concatenation, along with essential properties of the string, extracting and replacing a character string, and formatting a string.

Olivia Smith

April 6, 2020

Python

How to Document Python Code

Learn why there is a need for documenting code and best practices to do it. Further, learn to leverage the potential of the Pydoc module for documenting purposes.
Aditya Sharma's photo

Aditya Sharma

April 3, 2020

R Programming

Definitive Guide: Variables in R Tutorial

In this tutorial, you'll learn all about R variables including how to define variables, remove variables, and much more.

Olivia Smith

March 30, 2020

R Programming

How to Install R on Windows, Mac OS X, and Ubuntu Tutorial

This is a beginner guide that is designed to save yourself a headache and valuable time if you decide to install R yourself.
Francisco Javier Carrera Arias's photo

Francisco Javier Carrera Arias

March 11, 2020

R Programming

Utilities in R Tutorial

Learn about several useful functions for data structure manipulation, nested-lists, regular expressions, and working with times and dates in the R programming language.
Aditya Sharma's photo

Aditya Sharma

February 7, 2020

R Programming

Conditionals and Control Flow in R Tutorial

Learn about relational operators for comparing R objects and logical operators for combining boolean TRUE and FALSE values. You'll also construct conditional statements.
Aditya Sharma's photo

Aditya Sharma

January 30, 2020