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Data Science Tutorials

Learn data science and AI with step-by-step tutorials on the DataCamp blog. Master Python, SQL, machine learning, and build your own AI agents.

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Python

Using Regular Expressions to Clean Strings

This tutorial takes course material from DataCamp's Cleaning Data in Python course and allows you to clean strings using regular expressions.

Ryan Sheehy

R

Creating a List in R

Practice Lists in R by using course material from DataCamp's Intro to R course.

Ryan Sheehy

R

Factor Levels in R

This tutorial takes course material from DataCamp's free Intro to R course and allows you to practice Factors.

Ryan Sheehy

R

For Loops in R

When you know how many times you want to repeat an action, a for loop is a good option. Master for loops with this tutorial.

Ryan Sheehy

Python

Introduction to Customer Segmentation in Python

In this tutorial, you're going to learn how to implement customer segmentation using RFM(Recency, Frequency, Monetary) analysis from scratch in Python.

Avinash Navlani

Python

TPOT in Python

In this tutorial, you will learn how to use a very unique library in python, TPOT. The reason why this library is unique is that it automates the entire Machine Learning pipeline and provides you with the best performing machine learning model.

DataCamp Team

Python

Introduction to t-SNE

Learn to visualize high-dimensional data in a low-dimensional space using a nonlinear dimensionality reduction technique.

Abid Ali Awan

Python

Investigating Tensors with PyTorch

In this tutorial, you'll learn about Tensors, PyTorch, and how to create a simple neural network with PyTorch.

Sayak Paul

Data Science

Lists: N-Sized Chunks

In this tutorial, you shall work with lists and learn an efficient way to divide arbitrarily sized lists into chunks of a given size.

Sejal Jaiswal