Data Science Flashcards¶

Learn data science terminology using over 200 interactive, animated flashcards. These focus on basic concepts, including:

  • data visualization
  • statistics, including NHSTs and linear regression
  • probability and decision theory
  • linear algebra
  • data reduction (PCA)

Control

  • On mobile, tap to flip the card over. Swipe left or tap Next to advance to the next card.
  • On desktop, click or press the Spacebar to flip the card over. Tap Next or use the Right Arrow key to advance to the next card.

More on Terms and Coverage¶

You can see the list of all the terms included in the flashcards.

If you want to study particular topics, I would suggest to use the Chapter Summaries for my book at Foundations of Data Science with Python — Online Resources

These flashcards do not cover machine learning. These machine learning cards from Chris Albon are quite popular (but not interactive): Machine Learning Flashcards

Cards are shown in random order, and the order shuffles each time through or each time you load the page.

Providing Feedback¶

If you have suggestions, corrections, or additions for these cards:

  • open a pull request on the GitHub repo if you know how
  • send an email to jshea@ece.ufl.edu

Source for these flashcards¶

These cards are from my book Foundations of Data Science with Python:

Cover image for the published book Foundations of Data Science with Python by John M. Shea

The book was published on February 22, 2024. Here is a link to purchase: Foundations of Data Science with Python on Amazon1

If you want to learn more about the topics covered in these flashcards, please consider buying the book!

1 As an Amazon Associate I earn from qualifying purchases.

JupyterCards: Interactive flashcards in Jupyter with Python¶

These interactive flashcards are made using my JupyterCards Python library. It is open source and easy to use.