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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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Dash for Beginners
Learn how to build dashboards in Python using Dash.
Derrick Mwiti
August 16, 2018
Datasets from Images
This tutorial will demonstrate how you can make datasets in CSV format from images and use them for Data Science, on your laptop.
Rohit Peesa
August 13, 2018
Python IF, ELIF, and ELSE Statements
In this tutorial, you will learn exclusively about Python if else statements.
Sejal Jaiswal
August 8, 2018
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
How to Do Linear Regression in R
Learn linear regression, a statistical model that analyzes the relationship between variables. Follow our step-by-step guide to learn the lm() function in R.
Eladio Montero Porras
October 17, 2025
Common Data Science Pitfalls & How to Avoid them!
In this tutorial, you'll learn about some pitfalls you might experience when working on data science projects "in the wild".
DataCamp Team
July 17, 2018
Introduction to k-Means Clustering with scikit-learn in Python
In this tutorial, learn how to apply k-Means Clustering with scikit-learn in Python
Kevin Babitz
March 10, 2023
Setup a Data Science Environment on your Computer
Learn about the various options you have to setup a data science environment with Python, R, Git, and Unix Shell on your local computer.
DataCamp Team
June 27, 2018
Machine Learning and NLP using R: Topic Modeling and Music Classification
In this tutorial, you will build four models using Latent Dirichlet Allocation (LDA) and K-Means clustering machine learning algorithms.
Debbie Liske
June 21, 2018
Decision Trees in Machine Learning Using R
A comprehensive guide to building, visualizing, and interpreting decision tree models with R.
Arunn Thevapalan
James Le
June 1, 2023