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.
Each card covers a single concept -- explaining the fundamental idea or intuition. Concepts range from basic mathematics to deep learning.
Each flashcard is a digital vectorization of a hand-drawn index card, and hopefully more enjoyable to read than a textbook.
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.
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.
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.
Yes! I update the zip file approximately once a week with updated cards and new cards.
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.
I recommend three options:
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.
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.
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.
I did! Chris Albon. You can find me on Twitter.
Yes! Although I make no guarantees about repeated cards or the most up-to-date version of a card being posted.
No worries, we have all been there. Send me a message on Twitter.