Data Science Resources

Website with various data science and machine learning resources

Project maintained by AdiBro Hosted on GitHub Pages — Theme by mattgraham

Integrated Development Environment Resources

Code/Text Editors and IDEs

Jupyter Notebook

Jupyter Notebook Documentation
- Jupyter Notebook GitHub
  - Jupyter Notebook Resources

Jupyter Notebook Tutorials

Jupyter Notebook Quick Start Guide - a brief step-by-step tutorial on installing and running Jupyter notebooks on local computer for new users who have no familiarity with python. Most useful is the Running the Jupyter Notebook part.
Jupyter Notebook: An Introduction
“How to Use Jupyter Notebook in 2020: A Beginner’s Tutorial” - an extensive tutorial on Jupyter Notebooks: what’s a Jupyter Notebook, what are they used for, installation, tips and tricks and more.
Jupyter Notebook for Beginners: A Tutorial - if this link isn’t available or asks you to pay to view it, check out this link:
- Jupyter Notebook for Beginners: A Tutorial
IPython - a chapter from Python Data Science Handbook.
Comprehensive Beginner’s Guide to Jupyter Notebooks for Data Science & Machine Learning
Jupyter Notebook for Data Science - “Courses to learn Jupyter Notebook for Data Science”

JupyterLab

JupyterLab is the “next generation” of Jupyter Notebook that allows you to open multiple notebooks in a single browser tab and adds a lot of functionality (like a markdown editor and preview, ability to open Terminal windows/tabs and Python consoles and much more).

JupyterLab is Ready for Users - a blog post announcing JupyterLab is out of beta and ready for use.