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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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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

April 3, 2020

Olivia Smith

March 30, 2020

R

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

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

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

R

Data Types in R

Learn about data types and their importance in a programming language. More specifically, learn how to use various data types like vector, matrices, lists, and dataframes in the R programming language.
Aditya Sharma's photo

Aditya Sharma

January 22, 2020

Python

Markov Chains in Python: Beginner Tutorial

Learn about Markov Chains, their properties, transition matrices, and implement one yourself in Python!
Sejal Jaiswal's photo

Sejal Jaiswal

December 31, 2019

Machine Learning

Support Vector Machines with Scikit-learn Tutorial

In this tutorial, you'll learn about Support Vector Machines, one of the most popular and widely used supervised machine learning algorithms.
Avinash Navlani's photo

Avinash Navlani

December 27, 2019

R

Survival Analysis in R For Beginners

In this tutorial, you'll learn about the statistical concepts behind survival analysis and you'll implement a real-world application of these methods in R.

Daniel Schütte

December 17, 2019

Python

Python Numpy Array Tutorial

A NumPy tutorial for beginners in which you'll learn how to create a NumPy array, use broadcasting, access values, manipulate arrays, and much more.
Karlijn Willems's photo

Karlijn Willems

February 28, 2023

R

Building Neural Network (NN) Models in R

In this tutorial, you will learn how to create a Neural Network model in R.
Abid Ali Awan's photo

Abid Ali Awan

February 6, 2023