Data Science Tutorials
Develop your data science skills with tutorials in our blog. We cover everything from intricate data visualizations in Tableau to version control features in Git.
Discover categories
Training 2 or more people?Try DataCamp for Business
MeetUp API
In this tutorial, you’ll learn how to pull data directly from MeetUp’s API using Python and write it into a JSON.
Keith Singleton
August 7, 2018
Image Super-Resolution using Multi-Decoder Framework Tutorial
In this tutorial, you’ll implement a medical imaging using deep learning paper with Python in Keras.
Aditya Sharma
August 6, 2018
DBSCAN: A Macroscopic Investigation in Python
Cluster analysis is an important problem in data analysis. Data scientists use clustering to identify malfunctioning servers, group genes with similar expression patterns, or various other applications.
Sayak Paul
August 3, 2018
K-Nearest Neighbors (KNN) Classification with scikit-learn
This article covers how and when to use k-nearest neighbors classification with scikit-learn. Focusing on concepts, workflow, and examples. We also cover distance metrics and how to select the best value for k using cross-validation.
Adam Shafi
February 20, 2023
Scraping Reddit with Python and BeautifulSoup 4
In this tutorial, you'll learn how to get web pages using requests, analyze web pages in the browser, and extract information from raw HTML with BeautifulSoup.
Abhishek Kasireddy
April 22, 2025
Bivariate Distribution Heatmaps in R
Learn how to visually show the relationship between two features, how they interact with each other, and where data points are concentrated.
Carlos Zelada
July 31, 2018
How to Execute Python/R in SQL
After reading this tutorial, you'll know how to embed R & Python scripts in T-SQL statements & know what data types are used to pass data between SQL & Python/R.
Kyle Weller
July 30, 2018
Web Scraping using Python (and Beautiful Soup)
In this tutorial, you'll learn how to extract data from the web, manipulate and clean data using Python's Pandas library, and data visualize using Python's Matplotlib library.
Sicelo Masango
April 21, 2025
Python Modules Tutorial: Importing, Writing, and Using Them
Learn how to create and import Python modules. Discover best practices, examples, and tips for writing reusable, organized, and efficient Python code!
Nishant Kumar
March 28, 2025
Hierarchical Clustering in R
Clustering is the most common form of unsupervised learning, a type of machine learning algorithm used to draw inferences from unlabeled data.
DataCamp Team
July 24, 2018
Python List index() Method Explained with Examples
Learn how to use Python's index() function to find the position of elements in lists.
Sejal Jaiswal
March 28, 2025
Autoencoder as a Classifier using Fashion-MNIST Dataset Tutorial
In this tutorial, you will learn & understand how to use autoencoder as a classifier in Python with Keras. You'll be using Fashion-MNIST dataset as an example.
Aditya Sharma
July 20, 2018