Project Data Science Articles
Dive head-first into a data science tutorial.
Our articles provide you with step-by-step guides for getting your environment set up (like Git and the Linux command line), learning new Python packages (like pandas and Jupyter Notebooks), and more.
Have something about data science you don’t understand? Send us a note at support@projectdatascience.com and we’ll see about writing a guide to answer your question.
Happy learning!
80/20 Python—Python for Data Science
In this post, you’re going to learn the 20% of Python that you’ll use 80% of the time. This post is a bit longer and more involved than the other…
80/20 Command Line—The Shell for Data Science
In this post, you’re going to learn the 20% of the command line that you’ll use 80% of the time. (This guide is emphatically not meant to be comprehensive—this guide…
80/20 Git—Git for Data Science
In this post, you’re going to learn the 20% of Git (and GitHub!) that you'll use 80% of the time. (This guide is emphatically not meant to be comprehensive—this guide…
80/20 Jupyter Notebooks—Jupyter Notebooks for Data Science
In this post, you’re going to learn the 20% of Jupyter Notebooks that you'll use 80% of the time. (This guide is emphatically not meant to be comprehensive—this guide will…
80/20 Matplotlib—Matplotlib for Data Science
In this post, you’re going to learn the 20% of Matplotlib that you'll use 80% of the time. (This guide is emphatically not meant to be comprehensive—this guide will show…
80/20 NumPy—NumPy for Data Science
In this post, you’re going to learn the 20% of NumPy that you'll use 80% of the time. (This guide is emphatically not meant to be comprehensive—this guide will show…
80/20 Pandas—Pandas for Data Science
In this post, you’re going to learn the 20% of pandas that you'll use 80% of the time. (This guide is emphatically not meant to be comprehensive—this guide will show…
What is Data Science? A Comprehensive Overview of All of Data Science
I know what you’re thinking: “An overview of all of data science?!” But yes indeed! In this post we are going to try to accomplish the nearly-impossible: We’re going to…
Step-by-Step Guide to Setting Up a Professional Data Science Environment on Linux
Guides for Other Operating Systems A brief note before we get started: If you’re on a Mac or Windows, we’ve got you covered with these other articles: Step-by-Step Guide to…
Step-by-Step Guide to Setting Up a Professional Data Science Environment on Windows
Guides for Other Operating Systems A brief note before we get started: If you’re on a Mac or Linux, we’ve got you covered with these other articles: Step-by-Step Guide to…
Step-by-Step Guide to Setting Up a Professional Data Science Environment on a Mac
Guides for Other Operating Systems A brief note before we get started: If you’re on a Windows or Linux, we’ve got you covered with these other articles: Step-by-Step Guide to…
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