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.

Python Pickle Tutorial: Object Serialization

Discover the Python pickle module: learn about serialization, when (not) to use it, how to compress pickled objects, multiprocessing, and much more!

Natassha Selvaraj

December 13, 2024

Tidy Sentiment Analysis in R

Learn how to perform tidy sentiment analysis in R on Prince's songs, sentiment over time, song level sentiment, the impact of bigrams, and much more!

Debbie Liske

March 29, 2018

Python

Object-Oriented Programming in Python: A Complete Guide

Learn the basics of object-oriented programming in Python: classes, objects, attributes, and methods explained step by step with code examples.

Théo Vanderheyden

May 28, 2026

Machine Learning

K-Means Clustering in R Tutorial

Learn what k-means is and discover why it’s one of the most used clustering algorithms in data science

Eugenia Anello

March 21, 2023

Feature Selection in R with the Boruta R Package

Tackle feature selection in R: explore the Boruta algorithm, a wrapper built around the Random Forest classification algorithm, and its implementation!

DataCamp Team

March 7, 2018

Python

Deploy your Facebook Messenger Bot with Python

A step-by-step guide to easily deploying a Facebook Messenger chatbot with Python, using Flask, requests and ngrok.

Alan Nichol

February 28, 2018

Web Scraping in R: rvest Tutorial

Explore web scraping in R with rvest with a real-life project: extract, preprocess and analyze Trustpilot reviews with tidyverse and tidyquant, and much more!

Arvid Kingl

February 27, 2018

Machine Learning

Ensemble Learning in R with SuperLearner

Boost your machine learning results and discover ensembles in R with the SuperLearner package: learn about the Random Forest algorithm, bagging, and much more!

Daniel Gremmell

February 20, 2018

Understanding Blockchains by Coding One in R

Implement a small blockchain in R and learn more about what a blockchain looks like and some of the core concepts behind it!

Johannes Mueller

February 8, 2018

Python

Google Cloud for Data Science: Beginner's Guide

Learn to set up a data science environment on Google Cloud: create an instance on Google Compute Engine, install Anaconda and run Jupyter notebooks!

Alexis Perrier

February 6, 2018

Machine Learning

Lyric Analysis with NLP & Machine Learning with R

Dive into the lyrics of Prince's music with R: use text mining and Exploratory Data Analysis (EDA) to shed insight on The Artist's career.

Debbie Liske

February 2, 2018

Data Science

Data Science for Search Engine Marketing (SEM)

In this tutorial, data science meets Search Engine Marketing: learn to create Google AdWords campaigns by generating keywords and ad templates with Python!

Elias Dabbas

January 26, 2018

Technologies

Topics

Data Science Tutorials

Python Pickle Tutorial: Object Serialization

Tidy Sentiment Analysis in R

Object-Oriented Programming in Python: A Complete Guide

K-Means Clustering in R Tutorial

Feature Selection in R with the Boruta R Package

Deploy your Facebook Messenger Bot with Python

Web Scraping in R: rvest Tutorial

Ensemble Learning in R with SuperLearner

Understanding Blockchains by Coding One in R

Google Cloud for Data Science: Beginner's Guide

Lyric Analysis with NLP & Machine Learning with R

Data Science for Search Engine Marketing (SEM)

Technologies

Topics