Loại

Topics

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.

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

17 tháng 10, 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

17 tháng 7, 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

10 tháng 3, 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

27 tháng 6, 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

21 tháng 6, 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

1 tháng 6, 2023

Python String to DateTime: How to Convert Strings to DateTime Objects

Learn how to convert strings to datetime objects in Python using strptime(), dateutil, and pandas with practical code examples.

Arunn Thevapalan

4 tháng 2, 2026

Custom Templates for Jupyter Notebooks with Jinja2

Learn how to create custom export templates for your Jupyter Notebooks using Jinja2.

Steph Howson

30 tháng 5, 2018

How to Install and Use Homebrew

Discover Homebrew for data science. Learn how you can use this package manager to install, update, and remove technologies such as Apache Spark and Graphviz.

DataCamp Team

23 tháng 5, 2018

Long to Wide Data in R

Learn why you would transform your data from a long to a wide format and vice versa and explore how to do this in R with melt() and dcast()!

DataCamp Team

8 tháng 5, 2018

GFLASSO: Graph-Guided Fused LASSO in R

Explore graph-structured multi-task regression with the GFLASSO R package with this tutorial!

Francisco Lima

26 tháng 4, 2018

Network Analysis in R: Centrality Measures

Explore the definition of centrality, learn what different types of centrality measures exist in network analysis and pick the best one for a given network!

Minoo Ashtiani

17 tháng 4, 2018