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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

Support Vector Machines in R

In this tutorial, you'll try to gain a high-level understanding of how SVMs work and then implement them using R.

James Le

August 21, 2018

R

Market Basket Analysis using R

Learn about Market Basket Analysis & the APRIORI Algorithm that works behind it. You'll see how it is helping retailers boost business by predicting what items customers buy together.
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Hafsa Jabeen

August 21, 2018

Python

Dash for Beginners

Learn how to build dashboards in Python using Dash.
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Derrick Mwiti

August 16, 2018

Spreadsheets

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.
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Rohit Peesa

August 13, 2018

Python

Python IF, ELIF, and ELSE Statements

In this tutorial, you will learn exclusively about Python if else statements.
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Sejal Jaiswal

August 8, 2018

R

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.
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Carlos Zelada

July 31, 2018

SQL

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.
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Kyle Weller

July 30, 2018

Python

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

R

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

Machine Learning

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".
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DataCamp Team

July 17, 2018