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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.
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R Programming

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

Sicelo Masango

July 26, 2018


Working with Modules in Python Tutorial

Modules enable you to split parts of your program in different files for easier maintenance and better performance.

Nishant Kumar

July 25, 2018


Python List Index() Tutorial

In this tutorial, you will learn exclusively about the index() function.
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Sejal Jaiswal

February 28, 2023


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.
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Aditya Sharma

July 20, 2018


Detecting True and Deceptive Hotel Reviews using Machine Learning

In this tutorial, you’ll use a machine learning algorithm to implement a real-life problem in Python. You will learn how to read multiple text files in python, extract labels, use dataframes and a lot more!
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Aditya Sharma

July 19, 2018

R Programming

Linear Regression in R Tutorial

In this tutorial, you will learn the basics behind a very popular statistical model; the linear regression.

Eladio Montero Porras

December 5, 2022

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

Machine Learning

Understanding Model Predictions with LIME

Learn about Lime and how it works along with the potential pitfalls that come with using it.
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DataCamp Team

July 11, 2018

R Programming

Continuous Deployment of Package Documentation with pkgdown and Travis CI

Follow these simple steps to enable continuous deployment of your package documentation.
Filip Schouwenaars's photo

Filip Schouwenaars

July 9, 2018