Machine Learning Flashcards

300 digital flashcards in DRM-less print-quality png, web-quality png, PDF, Anki, and SVG for $16

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Memorize Key Concepts

Machine learning is a broad field, encompassing parts of computer science, statistics, scientific computing, and mathematics. There are hundreds of concepts to learn. These flashcards are designed to help you memorize key concepts in machine learning rapidly and enjoyably.

Everything From Linear Algebra To Neural Networks

Each card covers a single concept -- explaining the fundamental idea or intuition. Concepts range from basic mathematics to deep learning.

Hand-drawn Learning

Each flashcard is a digital vectorization of a hand-drawn index card, and hopefully more enjoyable to read than a textbook.

Print Them Or Use Your Phone

The cards can easily be printed with the included PDF file or can be loaded onto your phone, allowing you to carry them around with you anywhere. The cards also come as a Anki deck you can load directly into the free Anki flashcard mobile app.

Frequently Asked Questions

What comes with my purchase?

A zip file containing all flashcards in DRM-free web quality png image, print quality png image, PDF, Anki, and SVG vector file formats. You will also have free access to any updated or new flashcards forever.

Why do you need my email?

By entering your email address you are NOT signing up for a marketing newsletter.

Your email is your unique login giving you access to the cards in the future. If a year from now you want to download the latest cards, just login using your email.

The only time I will send you an email is to let you know that new cards are available for download.

Can I get physical flashcards?

No, but not due to lack of trying. This is a small side project, and inquiries to printing companies made it clear selling physical cards would be incredibly costly (one printer quoted me $45 per deck) and would require me to manage inventory and shipping. So unfortunately I cannot sell any physical cards.

How should I use the flashcards?

I recommend three options:

  1. Print them as flashcards by replacing the printer paper with 4x6 index cards
  2. Print them on regular printer paper
  3. Load them onto your iPhone or Android as a gallery of images, then swipe through them whenever you are bored.

How can I expense the flashcards?

Send me an email at cralbon a.t. gmail com for a professional invoice.

Can I use these flashcards for my art project?

Absolutely! Want to use the art for a custom bed sheet, towel, skirt or something else? Go right ahead. I just ask that you don't sell it.

What if I find an error?

Despite my best efforts, there will be errors in the cards. If you find an error, send me a message on Twitter and I will fix it.

What do you use to make the flashcards?

The cards are all hand-drawn using a scanner, index cards, index card holder, and a whole lot of pens, pens, and more pens. The cards are then processed and vectorized using Adobe Illustrator.

Why did you make these flashcards?

I made them because when I was (and still am) learning machine learning, I found it incredibly helpful to memorize concepts explicitly rather than reading books and hoping concepts stuck.

Who made these?

I did! Chris Albon. You can find me on Twitter.

Will machine learning flashcards still appear on Twitter?

Yes! Although I make no guarantees about repeated cards or the most up-to-date version of a card being posted.

What if I cannot afford the flash cards?

If you cannot afford the cards, send me a DM on Twitter or an email to and I will send you a 100% coupon code no questions asked.

From Derivatives to Deep Learning