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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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Data Visualization with Highcharter in R

Learn how to use Highcharter to create a visualization that creates a buzz.
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Nishant Singh

August 20, 2018

Remote Python and R in SQL

Learn how to remotely send R and Python execution to a SQL Server from Jupyter Notebooks.
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Kyle Weller

August 17, 2018

Dash for Beginners

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

August 16, 2018

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

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

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".
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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.
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DataCamp Team

June 27, 2018