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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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.
DataCamp Team
June 27, 2018
Reconstructing Brain MRI Images Using Deep Learning (Convolutional Autoencoder)
In this tutorial, you'll learn & understand how to read nifti format brain magnetic resonance imaging (MRI) images, reconstructing them using convolutional autoencoder.
Aditya Sharma
June 27, 2018
Reconstructing Fingerprint Images Using Deep Learning (Convolutional Autoencoder)
In this tutorial, you will learn and understand how to read jpeg format fingerprint images, reconstructing them using convolutional autoencoder.
Aditya Sharma
June 26, 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
June 21, 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
June 1, 2023
Using Python to Power Spreadsheets in Data Science
Learn how Python can be used more effectively than Excel, with the Pandas package.
Jason Graham
June 12, 2018
Python String to DateTime: How to Convert Strings to DateTime Objects
Learn all about the Python datetime module in this step-by-step guide, which covers string-to-datetime conversion, code samples, and common errors.
Arunn Thevapalan
October 17, 2025
TensorBoard Tutorial
Visualize the training parameters, metrics, hyperparameters or any statistics of your neural network with TensorBoard!
Thushan Ganegedara
June 6, 2018
Install Anaconda on macOS (2025): Apple Silicon, conda init, and Common Fixes
A practical guide to installing Anaconda on a Mac with native ARM64 support, verifying the download, initializing conda, and setting up clean environments.
DataCamp Team
October 28, 2025
Custom Templates for Jupyter Notebooks with Jinja2
Learn how to create custom export templates for your Jupyter Notebooks using Jinja2.
Steph Howson
May 30, 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
May 23, 2018